Method for dynamically calibrating a vehicular trailer angle detection system

Information

  • Patent Grant
  • 11285875
  • Patent Number
    11,285,875
  • Date Filed
    Monday, October 12, 2020
    3 years ago
  • Date Issued
    Tuesday, March 29, 2022
    2 years ago
Abstract
A method for dynamically calibrating a vehicular trailer angle detection system includes providing at least a rear camera at a rear portion of the vehicle. A trailer is hitched at the vehicle and the vehicle is driven forward while towing the trailer. The control determines an expected location of a portion of the trailer based on provided vehicle-trailer parameters as the vehicle is driven forward and towing the trailer. An actual location of the portion of the trailer is determined via processing at the control of captured image data as the equipped vehicle is driven forward and towing the trailer. The vehicular trailer angle detection system is calibrated responsive to determination, via processing at the control of captured image data as the equipped vehicle is driven forward and towing the trailer, that the determined actual location of the portion of the trailer is not at the determined expected location.
Description
FIELD OF THE INVENTION

The present invention relates generally to rear vision systems for vehicles and, more particularly, to rear vision systems having a rearward facing camera at a rear portion of a vehicle.


BACKGROUND OF THE INVENTION

Rear backup cameras and vision systems are known for use in vehicles. Examples of such systems are described in U.S. Pat. Nos. 7,859,565; 6,611,202; 6,222,447; 5,949,331; 5,670,935 and/or 5, 550,677, which are hereby incorporated herein by reference in their entireties. Such systems may display images for viewing by the driver of the vehicle that provide a view rearward of the vehicle.


SUMMARY OF THE INVENTION

The present invention provides a means for detecting the angle of a trailer being pulled behind a vehicle by using a rear view camera or multi-camera surround view system or the like. A camera is mounted at a rear end or rear portion of the pulling vehicle or on or in the center stop lamp or CHMSL of the vehicle, with the camera having a rearward field of view (such as a wide angle rearward field of view) rearward of the vehicle. A processor, such as a digital processor or FPGA or digital signal processor (DSP) or ASIC or camera imager SOC or other suitable processing means or the like, may process the images or image data (as captured by the rearward facing camera) of the trailer being pulled or towed by the vehicle and may determine the angle of the trailer in relation to the pulling vehicle in real time. Optionally, the control or system may, responsive to processing of the captured images, generate an alert to the driver of the vehicle and/or control or operate one or more accessories or systems of the trailer or vehicle (such as a brake system or steering system or display system or the like), such as in response to the determination of the angle of the trailer. The trailer angle detection system may utilize aspects of the systems described in PCT Application No. PCT/US2012/022517, filed Jan. 25, 2012 and published on Aug. 2, 2012 as International Publication No. WO 2012/103193, which is hereby incorporated herein by reference in its entirety.


The present invention provides a dynamic calibration method for calibrating the trailer angle detection system. Responsive to driving the vehicle towing a trailer around curves, the system calculates or determines various parameters relating to the trailer and the vehicle to calibrate the trailer angle detection system for the particular vehicle and trailer that is being towed. The calibration system or method of the present invention provides a dynamic calibration system that calibrates the vehicle's trailer angle detection system while the vehicle (towing the trailer) is being driven on a road and may obviate the need to manually measure various dimensions of the trailer and vehicle for initial calibration of the trailer angle detection system.


The present invention also provides a trailer angle detection system that includes at least one camera disposed at a vehicle and having an exterior field of view rearward of the vehicle. The camera is operable to capture image data. An image processor operable to process captured image data. The trailer includes a device or structure or element that is mounted at the trailer and is viewable by the camera. The trailer angle detection system is operable, responsive to image processing of captured image data, to determine a trailer angle of a trailer that is towed by the vehicle. The trailer angle detection system may be operable to display information for viewing by the driver to assist the driver in driving the vehicle with the trailer, and may display the predicted path that the trailer and vehicle are traveling along and/or the appropriate path to reverse the trailer to a selected location or parking area.


The present invention also provides a top-down or bird's eye or surround view display system that displays a top-down view of a vehicle and trailer to the driver of the vehicle to assist in maneuvering the vehicle with the trailer, such as to assist the driver in reversing the trailer, such as into a parking space or down a boat ramp or the like.


The system of the present invention may provide a simple top-down dynamic icon or iconistic view that depicts the vehicle-trailer system behavior in real-time and in a comprehensive manner. The depictions or displayed images may be superimposed over a portion of the mirror camera views so that the driver can see the needed view of the trailer as well as understand the effects of the selected steering wheel positions, such as during a reversing maneuver of the vehicle and trailer. Optionally, the present invention may provide a live top-down 360 degree view or bird's eye view that includes the vehicle and trailer. One or more cameras would be disposed at the trailer (such as at least at the rear of the trailer and preferably at each side of the trailer as well) and image processing would take the trailer position into account to maintain the stitched displayed image or scene. The dynamic icon may be superimposed over this displayed image or scene.


These and other objects, advantages, purposes and features of the present invention will become apparent upon review of the following specification in conjunction with the drawings.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 is a plan view of a vehicle equipped with the rear vision system and trailer detection system of the present invention, shown towing a trailer;



FIG. 2 is a side elevation of a vehicle with a trailer hitched thereto;



FIG. 3 is a plan view of the trailer hitching portion of the vehicle and trailer of FIG. 2;



FIG. 4 is a plan view of the vehicle and trailer of FIGS. 1-3, shown as the vehicle is driven along a curve;



FIG. 5 is a schematic of the vehicle and trailer of FIGS. 1-4, showing the dimensions and angles that are determined by the calibration system of the present invention;



FIG. 6 is a plan view of a vehicle equipped with the rear vision system and trailer detection system of the present invention, shown towing a trailer having a structure or element disposed thereat;



FIG. 7 is schematic of the vehicle and trailer of FIG. 6, showing the vehicle and trailer traveling in a straight path, with minimal exposure of the side of the structure or element to the rear facing camera;



FIG. 8 is schematic of the vehicle and trailer of FIG. 6, showing the vehicle and trailer turning in one direction, with the relative angle of trailer and vehicle indicated by a larger amount of the left vertical section of the structure or element being exposed at the right side of the rear facing camera;



FIG. 9 is schematic of the vehicle and trailer of FIG. 8, showing the vehicle and trailer turning in the other direction, with the relative angle of trailer and vehicle indicated by a larger amount of the right vertical section of the structure or element being exposed at the left side of the rear facing camera;



FIG. 10 is a plan view of a vehicle equipped with the rear vision system and trailer detection system of the present invention, shown towing a trailer;



FIG. 10A is a bird's eye view displayed image of a vehicle and a trailer towed by the vehicle and of the surrounding area exterior to the vehicle and trailer;



FIG. 11 is a side view at the side of a vehicle with a trailer, showing graphic overlays in the perspective view;



FIG. 12 is a table showing a side elevation and a top view of a vehicle and trailer, showing how the graphic overlays change with variations in the ground plane elevation;



FIG. 13 is a table showing a side elevation and a top view of a vehicle and trailer, showing how the graphic overlays change with variations in the load of the towing vehicle;



FIG. 14 is a schematic showing the field of view of a side camera at a vehicle and showing how the view is displayed after processing of captured image data;



FIG. 15 is a schematic showing a dynamic icon top view of a vehicle and trailer icon and showing the projected path of the trailer icon based on the current steering wheel angle of the equipped vehicle;



FIG. 16 is a schematic showing the dynamic icon top view of the vehicle and trailer like in FIG. 15, and showing it for both the passenger side and driver side views;



FIG. 17 is a view of a dynamic icon view with live top-down view of the vehicle and trailer and showing the projected path of the trailer based on the current steering wheel angle of the equipped vehicle;



FIG. 18 shows a rear view image as captured by a sideward and rearward viewing camera of a vehicle;



FIG. 19 shows a rear view image as captured by an opposite side sideward and rearward viewing camera of the vehicle, with the trailer angled towards that side, such as during a reversing maneuver of the vehicle and trailer;



FIG. 20 shows a combined and corrected image that incorporates the images of FIGS. 18 and 19;



FIG. 21 shows another combined and corrected displayed image similar to FIG. 20, but with a partial representation of the vehicle displayed therein in accordance with the present invention; and



FIG. 22 is another displayed image similar to FIG. 21, but with the trailer angled in the opposite direction with respect to the vehicle.





DESCRIPTION OF THE PREFERRED EMBODIMENTS

Referring now to the drawings and the illustrative embodiments depicted therein, a rear vision system 10 for a vehicle 12 is operable to detect the angle of a trailer 14 that is pulled behind the vehicle 12 by using rear view camera or multi-camera surround view system. A camera 16 is mounted at the rear end portion of the pulling vehicle 12. An image processor (such as a digital processor or FPGA or DSP or ASIC or camera imager SOC or other suitable processor or processing means) is operable to process the images of the trailer and determines the angle of the trailer in relation to the pulling vehicle in real time, such as by utilizing aspects of the systems described in PCT Application No. PCT/US2012/022517, filed Jan. 25, 2012 and published on Aug. 2, 2012 as International Publication No. WO 2012/103193, which is hereby incorporated herein by reference in its entirety. The calibration system of the present invention is operable to calibrate the trailer angle detection (TAD) system as the vehicle is driven and turned, such as at corners or the like, along a road, as discussed below.


The rear vision system or trailer angle detection and viewing system of the present invention may utilize aspects of the trailer angle detection systems described in PCT Application No. PCT/US2012/022517, filed Jan. 25, 2012 and published on Aug. 2, 2012 as International Publication No. WO 2012/103193, and/or U.S. provisional applications, Ser. No. 61/840,542, filed Jun. 28, 2013; Ser. No. 61/823,648, filed May 15, 2013; and/or Ser. No. 61/736,104, filed Dec. 12, 2012, which are hereby incorporated herein by reference in their entireties.


The detection of the trailer angle relative to the vehicle is accomplished by detecting a portion of the trailer and determining the location of the detected portion relative to the towing vehicle, whereby the angle can be determined or calculated based on known geometries of the trailer and vehicle and the location of the camera on the vehicle. For example, the system may operate to track and determine a sideward movement of a trailer portion or target and, utilizing the known geometries, such as the distance of the trailer portion or target from the camera and/or the distance of the trailer portion or target from the pivot point or joint at which the trailer tongue attached to the trailer hitch of the vehicle, determine the angular movement of the trailer about the trailer hitch and relative to the vehicle, such as to determine a sway or swing of the trailer relative to the towing vehicle or to determine a rearward trajectory or path of travel of the trailer during a reversing maneuver of the vehicle and trailer, or the like.


As discussed in International Publication No. WO 2012/103193, incorporated above, the detection of the trailer portion or target can be achieved with an added target 18 on the trailer 14 or without an added target on the trailer (whereby the camera and processor may operate to detect a particular known or selected portion of the trailer). The target 18 may comprise any suitable shape or icon or indicia or the like. For example, the target may be in the shape of a cross, a triangle, a circle, or any other shape or shapes, or multiples of any suitable shape or shapes, or any suitable combination of shapes (preferably having sharp lines or structure that can be readily detected and identified via image processing). The target may also or otherwise comprise a color or colors that is/are less likely or least likely to occur naturally in the exterior scene at or around a vehicle (to enhance detection and recognition of the target by the system). The target can be mounted on a wall or a surface or a structure or tow bar or tongue 14a of the trailer that is near or facing the camera at the rear end of the pulling vehicle.


The target (or part of the trailer) may be detected and recognized via any suitable image processing and algorithms. For example, suitable or preferred target detecting algorithms include a regressive 2-D histogram that searches for and detects the center of a pattern (such as a pattern or the like). Another suitable type of algorithm is an edge detection algorithm. Optionally, and desirably, a target with designed high contrast edges may be used. With such an application, the processor can detect and track the trailer angle at the rear of the vehicle by detecting and locating and tracking or monitoring the coordinates of these signature edges. Optionally, the edge detection function or algorithm may comprise a Sobel gradient edge detection algorithm or other edge detection algorithms commercially available, and/or edge detection algorithms of the types described in U.S. Pat. Nos. 7,720,580; 7,038,577; 6,353,392 and/or 6,313,454, which are hereby incorporated herein by reference in their entireties. Another suitable type of algorithm is image pattern matching.


In the case of detection without an added target, a part or structure of the trailer may be identified and used as the “target” for image processing. Because an added target (such as described above) can be worn off, blown away by wind, or soiled by dirt, the addition of a separate target may affect or reduce the trailer angle detection accuracy in certain situations. Thus, a trailer angle detection system that does not include an add-on target on the trailer may be preferred.


The coordinates of the detected target in a captured image can be further transformed to the angle of trailer by applying a set of formulas. The formula can be implemented in the processor in the form of a set of arithmetic formulas, or may be implemented in the form of a look up table or tables. The formula is formed and determined by the dimensional characteristics of the trailer, the distance between the trailer body (or the location of the target or detected pattern or portion of the trailer) and the pulling vehicle (and/or the distance between the target and the pivoting joint at which the trailer is attached to the vehicle), the camera mounting position and angle, and the camera lens distortion characteristics.


The present invention provides a method of calibrating a camera-based trailer angle detection system, such as a trailer angle detection system of the types described in International Publication No. WO 2012/103193, incorporated above. In such a trailer angle detection system, there are several distances that need to be measured manually and entered into the system for constructing a mathematical model for use in converting the trailer angle detected in the camera image to the real world trailer angle. These dimensions and distances and parameters may include:

    • (i) Back of the vehicle bumper 12a to the center of the ball 12b;
    • (ii) Back of bumper 12a to center of target 18;
    • (iii) Back of bumper 12a to center of trailer axle 14b (or center of all axles);
    • (iv) Target to ground; and
    • (iv) Horizontal offset.


User measurement and manual entering of these parameters is not desirable because of potential user errors that may occur, such as measurement errors and/or input errors or the like. It is desirable to reduce or eliminate the number of user measurements for driver convenience and TAD system accuracy. The present invention provides a method that uses vehicle dimensions and dynamic turning while driving the vehicle forward to calibrate the TAD system without all or most of the user measurements. In other words, most or all of above mentioned parameters can be determined or calibrated using a dynamic turning method (such as shown in FIG. 4), as discussed below.


As shown in FIGS. 2, 3 and 5, various dimensions and parameters exist relative to the trailer and the vehicle when the trailer is hitched to the tow ball of the vehicle hitch. A set of mathematical formulas that directly or indirectly involve: the distance (A) from bumper 12a to tow ball 12b, the distance (B) from the bumper to the target 18, the distance (C) from the bumper to the trailer axle 14b, the trailer angle ((p), the distance (D) from the ground plane to the target, the distance (E) from the target to the longitudinal axis 14c of the trailer, the steering angle or angle (8) between front wheels 12c and vehicle center line 12d, the individual front wheel speed, and time, exist according to the common rules of vehicle dynamics of turning. Additional parameters, or curves that are known already for a certain vehicle (such as, for example, the longitudinal distance (F) between the front wheel axle 12e and the bumper 12a and the distance (H) from the rear axle 12f to the bumper 12a) will be used in the formulas and computations of above to-be-calibrated parameters. These known parameters include: camera lens distortion parameters, camera mounting height, camera offset from the center line of vehicle, camera horizontal distance from bumper, and camera mounting angle on vehicle. With these formulas and known parameters, one can numerically solve above mentioned parameters by fitting to time based data that are acquired during turning operations.


The calibration process involves pulling a trailer forward and turning on a road (such as shown in FIG. 4). It may also involve turning to opposite directions and making sharp and less sharp turns. The processor of the calibration system processes captured image data during such forward driving maneuvers to determine the above referenced parameters and, after the parameters are determined, utilizes those calculated parameters to calibrate the trailer angle detection system. For example, after the parameters are determined, the system may determine where the trailer target should be when the vehicle is traveling in a generally straight line (or within a threshold angle of straight) and/or a continuous or substantially continuous curved trajectory or path (with the curved path being determined at least in part by the steering angle of the vehicle), and if the target is not where the system expects it to be in the captured images, the calibration system may adjust or calibrate the trailer angle detection system accordingly. The system may calibrate the trailer angle detection system by adjusting the image processing by the processor, by adjusting the rearward field of view of the rearward facing camera and/or by applying an offset correction to the determined angle.


Another aspect of the present invention includes a co-validation or complement of the trailer angle measurement between a vehicle dynamic model based trailer angle detection and a camera based trailer angle detection (such as described in International Publication No. WO 2012/103193, incorporated above). For example, the camera based trailer angle detection system may be used or implemented as the primary trailer angle detection system, while the vehicle dynamic model based system may be used or implemented as the secondary trailer angle detection system to complement the primary TAD system. The two systems can be run in parallel, with the camera based TAD system checking for and correcting possible cumulated measurement errors of the secondary system.


The vehicle dynamic model based TAD system may inherently accumulate measurement error since it depends more on time integration of wheel speed, and other dynamic parameters for which the error may accumulate over time. With periodic cross checking with the primary TAD system, which provides a real time direct measurement of trailer angle, such cumulative errors of the secondary TAD system can be corrected. On the other hand, the primary TAD system is camera based, and thus may be affected by uncontrolled environmental factors, such as, for example, shadow casting on the target while turning, glare of sun light on the target and/or the like. During such temporal reduction of detection accuracy or even loss of target tracking during these events, the secondary TAD system can operate and temporarily take over before the primary system recovers. The two TAD systems may be operable to run on one hardware platform, such as an ECU or a camera or camera module or the like. The hardware platform may be connected to a vehicle bus (such as a CAN bus or a LIN bus of the vehicle) so that all the needed vehicle dynamic parameter values can be acquired via the bus, and the trailer angle and speed data can be sent through the bus to other needed ECUs/nodes. Optionally, the two TAD systems may run on two separate hardware platforms while they are connected with each other through a vehicle bus or other forms of communication or communication links or systems. The two systems may also acquire data from and send measurement data to other ECU or nodes via a vehicle bus or other communication link or system.


The rear view camera-based trailer angle detection can be used in, but is not limited to, several applications, including a trailer sway detection system (that detects a sway or swing of the trailer while the vehicle is towing the trailer in a forward direction along a road or highway), a rearward backup assist system (that detects the angle of the trailer and determines a reversing path or trajectory of the trailer during a reversing maneuver of the vehicle and trailer), and a trailer hitching system (that detects the trailer and guides the driver during backing up of the vehicle towards a trailer so that the trailer hitch of the vehicle is generally aligned with the tongue of the trailer).


Trailer Sway Detection and Alert/Compensation System. When a trailer is pulled behind a vehicle at a relatively high speed, a lateral swing or sway of trailer can cause instability of the trailer and its pulling vehicle. By detecting the trailer angle in real time, the system of the present invention can detect the onset of lateral swing or sway of the trailer and may, responsive to such a detection, alert the driver of the swing or sway or control one or more vehicle or trailer systems or accessories to compensate for the detected swing or sway of the trailer. For example, the system may, responsive to a detection of a threshold degree of a lateral swing or sway of the trailer relative to the vehicle, be operable to generate an alert signal to the driver of the vehicle (such as an audible alert or visual alert or haptic alert or the like) to alert the driver of a potentially hazardous situation. Optionally, the system may control the brakes and/or steering of the vehicle and/or trailer to control the vehicle and trailer, such as in response to a detection of a threshold degree of sway or swing of the trailer relative to the vehicle. For example, the system may provide a closed loop control of the trailer angle by using individual braking of the pulling vehicle wheels and/or the trailer wheels to control or adjust or correct for the trailer swing or sway. Optionally, a steering wheel angle control (that may control or adjust the steering angle of the vehicle's wheels) or the like can also be part of closed loop control of trailer sway.


The trailer angle detection based on real time target or target-less image processing and/or algorithms can provide high speed and real time reading of the trailer angle of the trailer being towed by the pulling or towing vehicle. This reading can be used in real time trailer sway control. Optionally, the threshold level or degree of sway or swing of the trailer relative to the vehicle may be selected or preset, or may be dynamic, whereby the threshold degree may vary responsive to the speed of the vehicle and/or load of the trailer and/or the like. Optionally, and desirably, the system may only generate the alert and/or control the vehicle/trailer system or systems responsive to the detected swing or sway reaching or exceeding the threshold level and while the vehicle is traveling forwardly along the road.


Projection of Trailer Position During Trailer Backing Up. The normal view of a backup camera on a trailer pulling vehicle is typically blocked by the trailer, and thus such a backup camera cannot provide visual backup assistance to the driver when the trailer is attached to the vehicle. However, the camera system of the present invention is operable to detect the angle of the trailer axis with respect to the pulling vehicle, and with the knowledge of the trailer dimensional characteristics (such as wheel position and distance from the vehicle and the like), the processor can calculate and project a trajectory or reversing path of the trailer in the form of graphic overlay on the camera display or video display (typically disposed in the vehicle, such as at or in or near an interior rearview mirror assembly of the vehicle) to indicate to the driver viewing the video display a path or trajectory of where the trailer is backing up to. In addition, when the trailer pulling or towing vehicle is equipped with side view cameras, the added views provided by the side cameras (typically having fields of view directed generally rearwardly and sidewardly with respect to the direction of forward travel of the equipped vehicle) can provide additional scene information of the trailer to assist the driver of the vehicle (viewing the images at a video display of the vehicle) during a reversing or backing up maneuver. The calculated graphical trailer path can be overlaid to the side camera image to further assist the driver of the vehicle during a reversing or backing up maneuver.


Optionally, the system may provide an alert (such as an audible alert or visual alert or haptic alert or the like) to alert the driver of a potentially hazardous situation during the reversing maneuver, such as responsive to detection of an object rearward of the trailer and in the path of the trailer (such as via processing of images captured by sideview cameras of the towing vehicle and/or processing of images captured by a rearward viewing camera at the rear of the trailer or the like). The alert may comprise any suitable alert, such as an alarm or tone or audible alert or a visual alert such as a highlighting of the displayed video images or the like in response to a detection of an object rearward of or at or near the rearward path of the trailer. Optionally, the system may control the brakes of the vehicle and/or trailer to slow or stop rearward movement of the vehicle and trailer in response to detection of an object in the rearward path of travel of the trailer and a determination that a collision may occur between the trailer and object.


Trailer Hitching. Backing up a vehicle to hitch a trailer is not always intuitive process. If the position of the trailer hitching part is detected by identifying the tongue of the trailer that is to be attached to the vehicle, the processor can calculate a trajectory of the vehicle's hitch and guide the driver to turn the steering wheel of the vehicle and follow the trajectory to back the vehicle up to and in alignment with the trailer tongue for hitching the trailer to the vehicle. It is also envisioned that the control system may automatically turn the steering wheel of the vehicle to follow the calculated trajectory to position the vehicle's hitch at the trailer tongue for hitching the trailer to the vehicle. During the backing up process, a real time detection and tracking of a target at or on the trailer provides feedback and adjustment to the turning or control of the steering wheel of the vehicle.


Thus, the present invention provides automatic calibration of a trailer angle detection system and/or trailer monitoring system that is operable to detect the angle of a trailer being towed by a vehicle relative to a longitudinal axis of the towing vehicle. The calibration system is operable to determine various dimensions and parameters of the vehicle and trailer and vehicle-trailer interface or connection while the vehicle and trailer are driven along a road, based on capturing image data of the trailer and tow hitch during various forward turning maneuvers by the driver of the vehicle. After calibration of the system, the trailer angle detection and monitoring system can detect and monitor the angle of the trailer relative to the vehicle while the trailer is being towed along a road or highway, and may be operable to adjust or control one or more systems of the vehicle and/or trailer (such as a brake system of the vehicle and/or trailer and/or a steering system of the vehicle or the like) to correct for or adjust responsive to a detected sway or swing of the trailer during forward towing of the trailer. The present invention thus provides for dynamic calibration of a trailer angle detection system so that all or most of the user measurements during trailer setup can be limited or avoided or eliminated.


Optionally, the trailer angle detection system may assist the driver in backing up the trailer, such as via providing a graphic overlay at a video display of the vehicle, so as to guide the driver during a reversing maneuver with the trailer rearward of the vehicle. Optionally, the trailer angle detection system may assist the driver in backing up to an unhitched trailer to assist the driver in aligning the vehicle hitch with the tongue of the trailer.


Optionally, the trailer angle detection system may provide a trailer straight algorithm to determine when the vehicle and trailer are straight in order to calibrate and apply an offset correction to the angle determination and/or calculation. Such an algorithm or approach combines vehicle dynamics with computer vision techniques. The trailer angle detection system may be on the vehicle network, which allows it to receive vehicle information, such as individual wheel speed, steering wheel angle, and/or the like. When the vehicle pulls trailer and drives in a generally or substantially straight path, the angle of the trailer is at its zero (or substantially zero) degree angle and the system detects an offset angle to perform a calibration of the system. The following describes how the algorithms run and perform the calibration.


The first part of the algorithm looks at the average wheel speed for the left and right sides of the vehicle. When the mean speed of both sides is greater than zero and the difference between the two sides is within a given tolerance value, the second part of the algorithm engages. The second part of the algorithm looks at the angular movement of the trailer. This may be done using a target that is affixed to the trailer, but it could be extended to also look at the feature points, such as discussed above. If the angular movement of the trailer is within a tolerance level (in other words, not moving very much), and the first part still holds true (that there is straight or substantially straight movement of the vehicle), the angle calculation is averaged over a given period of time or distance traveled to calculate the offset, which is stored in the system memory and applied to subsequent angle determinations or calculations.


An alternative and simpler algorithm may function to read vehicle steering wheel angle through a vehicle network or bus. When the steering wheel angle is within a tolerance range of zero degrees, and vehicle wheel speed is greater than zero over a given period of time or distance traveled, the trailer angle is read and averaged as the offset that is stored in the system memory and applied to subsequent angle determinations or calculations.


Thus, the trailer monitoring or trailer angle detection system of the present invention may detect a target on or of a trailer or a portion of the trailer and may, such as via image processing, and may calculate and/or determine the angle of the trailer relative to the vehicle, such as relative to the longitudinal axis of the vehicle, such as via algorithmic processing.


Referring now to FIGS. 6-9, a vehicle 10′ includes an imaging system or vision system or trailer angle viewing and detection system 12′ that includes one or more imaging sensors or cameras (such as a rearward facing imaging sensor or camera 14a′ and/or a forwardly facing camera 14b′ at the front (or at the windshield) of the vehicle, and/or a sidewardly/rearwardly facing camera 14c′, 14d′ at the sides of the vehicle), which capture images exterior of the vehicle, with the cameras having a lens for focusing images at or onto an imaging array or imaging plane of the camera. The vision system 12′ is operable to process image data captured by the cameras and may provide displayed images at a display device 16′ for viewing by the driver of the vehicle. In the illustrated embodiment, the vehicle is towing a trailer 18′ and the vision system 12′ includes a device or element or plate or structure or target element 20′ mounted or disposed at the trailer, such as centrally located at a forward portion of the trailer and in the field of view of the rearward facing camera 14a′. The system, responsive to processing of image data captured by the camera 14a′, is operable to determine the relative angle between the trailer and the vehicle by determining an amount of a side portion of the structure or element 20′ that is viewable by the rearward facing camera 14a′, as discussed below.


The trailer angle viewing and detection system of the present invention may utilize aspects of the trailer angle detection systems described in PCT Application No. PCT/US2012/022517, filed Jan. 25, 2012 and published on Aug. 2, 2012 as International Publication No. WO 2012/103193, and/or U.S. provisional applications, Ser. No. 61/840,542, filed Jun. 28, 2013; Ser. No. 61/823,648, filed May 15, 2013; and/or Ser. No. 61/736,104, filed Dec. 12, 2012, which are hereby incorporated herein by reference in their entireties. Optionally, the system, responsive to processing of image data captured by the camera 14a′ (and optionally cameras 14c′-d′ and optionally one or more cameras at the trailer), may be operable to display a bird's eye view or top down view of the vehicle and trailer to assists the driver in maneuvering the vehicle with the trailer, such as during a reversing maneuver of the vehicle and trailer. Optionally, the vision system may process image data to detect objects, such as objects to the rear of the subject or equipped vehicle during a reversing maneuver, or such as approaching or following vehicles or vehicles at a side lane adjacent to the subject or equipped vehicle or the like.


As discussed above, the display system may provide a projection of the trailer's position during a reversing maneuver. The normal view of a backup camera on a trailer pulling vehicle is typically blocked by the trailer, and thus such a backup camera cannot provide visual backup assistance to the driver when the trailer is attached to the vehicle. However, the camera system of the present invention may be operable to detect the angle of the trailer axis with respect to the pulling vehicle, and with the knowledge of the structure or element dimensional characteristics, the processor can determine the angle between the trailer and vehicle and may calculate and project a trajectory or reversing path of the trailer in the form of graphic overlay on the camera display or video display (typically disposed in the vehicle, such as at or in or near an interior rearview mirror assembly of the vehicle) to indicate to the driver viewing the video display a path or trajectory of where the trailer is backing up to. In addition, when the trailer pulling or towing vehicle is equipped with side view cameras, the added views provided by the side cameras (typically having fields of view directed generally rearwardly and sidewardly with respect to the direction of forward travel of the equipped vehicle) can provide additional scene information of the trailer to assist the driver of the vehicle (viewing the images at a video display of the vehicle) during a reversing or backing up maneuver. The calculated graphical trailer path can be overlaid to the side camera image to further assist the driver of the vehicle during a reversing or backing up maneuver.


Most drivers find it challenging to back up a trailer on their vehicle due to the dynamic interaction between the relative positions of the vehicle, trailer and front wheel angles. Most drivers use a trial and error method where they attempt to learn the results of the various stages of the maneuver by making short trial runs. The present invention provides a determination of the trailer angle and may be useful in assisting a driver in parking a trailer at a parking space.


When a camera is mounted at the back of a vehicle, particularly a light duty truck, at either a lower position, which would be in the mid-tailgate area or lower, or an upper or higher position, such as at the CHMSL (Center High Mounted Stop Lamp) area, it is difficult to determine through the camera what angle a trailer attached to that vehicle would be relative to the vehicle. The present invention provides a simple device or structure or element which can give indication to the angle of the trailer relative to the vehicle by using a camera and looking at a device or element or plate or structure at the trailer to determine the angle. Preferably, the device or structure or element is compact enough to mount at or on the trailer, does not interfere with the operation of the trailer, is inexpensive, and can give good image quality to a camera (such as by having a contrasting color at its sides so that the sides are readily detectable and discernible by the system) so that image processing of image data captured by the camera can determine the relative angle between the trailer and the vehicle.


In the illustrated embodiment, the device or structure or element or target element is mounted at the front of the trailer such that it is in the field of view of the rear facing camera at the vehicle. The camera is mounted at a center region of the vehicle so as to look straight at the structure or element such that the image of the structure or element as viewed by the camera while the trailer is straight (such as shown in FIG. 7) with the vehicle is at a minimum (in other words, the image does not include much or any of the side walls or sides of the structure or element). As the relative angle of the trailer to the vehicle departs from zero degrees (such as shown in FIGS. 8 and 9), the images of the structure or element as viewed by the camera grows in width and to the side opposite the angle between the vehicle and trailer. The image processor is operable to process the captured image data and can determine the relative angle between the vehicle and trailer based on the amount of the structure or element or sidewall of the structure or element that is viewed by the camera, and also based on dimensional characteristics of the structure or element.


The device or structure or element may comprise any suitable structure, such as a plate which can be made in numerous shapes and mounted at the trailer, such as at or in line with the center point of the pivot mount. The plate may be in the shape of a “T” or “Y”, such that the section of the plate representing the vertical portion of the “T” or “Y” is co-linear with the centerline of the trailer and intersects with the pivot point of the mounting system. The plate has a height dimension that may protrude above the portion (such as the tongue of the trailer) so that the front end (which may be pointed or angled as shown in FIGS. 6-9) and the side walls or sides or side portions of the plate or structure or element are viewable by the camera.


For example, the plate may be approximately 8-10 inches long and 8-10 inches tall and about 4 inches wide. The two opposite sides of the plate may have distinctive coloring such that when a side of the plate is exposed (such as when the relative angle between the vehicle and trailer is not zero), the images of the plate as viewed and captured by the camera changes by exposing a wider colored portion of the plate to the camera as the relative angle between the vehicle and the trailer increases. The colors may be the same on both sides or one side may be one color and the other side may be another color, such as a contrasting color or the like, so that the camera can readily detect the colored sides. The plate may comprise any suitable shape, as long as the camera is centered to the plate and the plate is incidental to the trailer mounting point.


Therefore, the present invention provides a trailer angle detection system that includes a rearward facing camera and that, responsive to image processing of image data captured by the camera, is operable to detect the presence of a target or device or element or structure at a trailer and that is operable to detect or determine an amount of a side wall of the target that is exposed to and viewable by the camera as the relative angle between the trailer and towing vehicle changes. When the trailer is towed in a straight path, the camera will not view or detect any or much of the sides of the structure or element, and when the vehicle turns so that the relative angle between the trailer and vehicle is not zero, the camera will view and capture images of a portion of the respective side of the structure or element, with the size of the detected or viewed side portion varying depending on the size of the relative angle between the trailer and vehicle.


Referring now to FIG. 10, a vehicle 110 includes an imaging system or vision system or trailer angle viewing and/or detection system 112 that includes one or more imaging sensors or cameras (such as a rearward facing imaging sensor or camera 114a and/or a forwardly facing camera 114b at the front (or at the windshield) of the vehicle, and/or a sidewardly/rearwardly facing camera 114c, 114d at the sides of the vehicle), which capture images exterior of the vehicle, with the cameras having a lens for focusing images at or onto an imaging array or imaging plane of the camera. The vision system 112 is operable to process image data captured by the cameras and may provide displayed images at a display device 116 for viewing by the driver of the vehicle. In the illustrated embodiment, the vehicle is towing a trailer 118 and the vision system 112 includes one or more cameras (or receives and processes image data captured by one or more cameras at the trailer), such as a rearward facing camera 120a at the rear of the trailer and sidewardly facing cameras 120b, 120c at the sides of the trailer. The system, responsive to processing of image data captured by the cameras 114a-d and 120a-c, may be operable to display a bird's eye view or top down view of the vehicle and trailer to assists the driver in maneuvering the vehicle with the trailer, such as during a reversing maneuver of the vehicle and trailer.


The extended bird's eye view is stitched with views from vehicle and trailer cameras 114a-d and 120a-c. The camera views can be divided into two groups: a static group which comprise cameras 114a-d and a dynamic group which comprise cameras 120a-c. The pixel mapping through lookup table or formulas from the individual camera views to the bird's eye view include fixed mapping with vehicle cameras 114a-d and variable mapping with trailer cameras 120a-c. The trailer angle which is measured by the method above (and/or such as in the manner described in PCT Application No. PCT/US2012/022517, filed Jan. 25, 2012 and published on Aug. 2, 2012 as International Publication No. WO 2012/103193, and/or U.S. provisional applications, Ser. No. 61/840,542, filed Jun. 28, 2013; Ser. No. 61/823,648, filed May 15, 2013; and/or Ser. No. 61/736,104, filed Dec. 12, 2012, which are hereby incorporated herein by reference in their entireties) determines how the variable pixel mapping is performed. In an illustration of the extended bird's eye view (FIG. 10A), the trailer part of the bird's eye view rotates in the ground plane by an angle identical to the trailer angle measured. The static areas 200a-c at the sides and front of the vehicle 110 are captured by the vehicle cameras 114b-d and mostly remain unchanged in camera pixel mapping. The areas 200d-g around the trailer 118 are dynamic and change pixel mapping with the trailer angle (relative to the vehicle). The border lines denoted by the dashed lines in FIG. 10A represent general overlap areas where adjacent camera views overlap and are stitched directly or with alpha blending.


Optionally, the vision system may process image data to detect objects, such as objects to the rear of the subject or equipped vehicle during a reversing maneuver, or such as approaching or following vehicles or vehicles at a side lane adjacent to the subject or equipped vehicle or the like.


The trailer angle viewing system of the present invention may utilize aspects of the trailer angle detection systems described in PCT Application No. PCT/US2012/022517, filed Jan. 25, 2012 and published on Aug. 2, 2012 as International Publication No. WO 2012/103193, and/or U.S. provisional applications, Ser. No. 61/840,542, filed Jun. 28, 2013; Ser. No. 61/823,648, filed May 15, 2013; and/or Ser. No. 61/736,104, filed Dec. 12, 2012, which are hereby incorporated herein by reference in their entireties.


As discussed above, the display system may provide a projection of the trailer's position during a reversing maneuver. The normal view of a backup camera on a trailer pulling vehicle is typically blocked by the trailer, and thus such a backup camera cannot provide visual backup assistance to the driver when the trailer is attached to the vehicle. However, the camera system of the present invention may be operable to detect the angle of the trailer axis with respect to the pulling vehicle, and with the knowledge of the trailer dimensional characteristics (such as wheel position and distance from the vehicle and the like), the processor can calculate and project a trajectory or reversing path of the trailer in the form of graphic overlay on the camera display or video display (typically disposed in the vehicle, such as at or in or near an interior rearview mirror assembly of the vehicle) to indicate to the driver viewing the video display a path or trajectory of where the trailer is backing up to. In addition, when the trailer pulling or towing vehicle is equipped with side view cameras, the added views provided by the side cameras (typically having fields of view directed generally rearwardly and sidewardly with respect to the direction of forward travel of the equipped vehicle) can provide additional scene information of the trailer to assist the driver of the vehicle (viewing the images at a video display of the vehicle) during a reversing or backing up maneuver. The calculated graphical trailer path can be overlaid to the side camera image to further assist the driver of the vehicle during a reversing or backing up maneuver.


Most drivers find it challenging to back up a trailer on their vehicle due to the dynamic interaction between the relative positions of the vehicle, trailer and front wheel angles. Most drivers use a trial and error method where they attempt to learn the results of the various stages of the maneuver by making short trial runs. The present invention provides a dynamic real-time depiction of the vehicle and trailer trajectories so that the driver can immediately see future paths of both the vehicle and the trailer as the vehicle steering wheel is turned, such as when the driver is performing a reversing maneuver of the vehicle and trailer.


Some systems provide a display of a side view from the side mirror cameras with dynamic trailer and vehicle tire trajectory overlays. For example, a side and rear viewing camera may capture image data at the side and rear of the vehicle, and the field of view of the camera may encompass a portion of the trailer. Images derived from the captured image data may be displayed, such as shown in FIG. 11, and an overlay may be provided showing the path of the vehicle and of the trailer during a reversing maneuver of the vehicle. However, and as can be seen with reference to FIG. 11, issues may arise with this approach. For example, the projected position of an overlay at this distance (mirror camera-to-trailer tire) is highly sensitive to slight changes in ground contour and vehicle angle. Approximate effects of variations in ground elevation or contour are shown in FIG. 12, and approximate effects of variations in the vehicle angle (such as due to an increased or reduced load in the vehicle or a greater or reduced tongue weight of the trailer) are shown in FIG. 13. Another concern may be that the projected view (FIG. 11) may be confusing because of the displayed perspective view for the driver, whereby the inside trailer wheel trajectory overlay appears to be very distant and often has a counter-intuitive shape.


The present invention provides a dynamic vehicle and trailer icon overlay that represents a top down view of a vehicle and trailer. As shown in FIG. 15, a side view image (such as captured by a camera at the side exterior mirror of the vehicle, and such as may be processed for display as shown in FIG. 14) may have a dynamic icon overlaid thereat. For example, the side view image may be displayed at a display screen at the interior rearview mirror assembly of the vehicle or elsewhere in the cabin of the vehicle for viewing by the driver of the vehicle during the reversing maneuver. Optionally, it is envisioned that the side view image may be the reflected image at the side mirror and a display of the side mirror assembly may provide or display the dynamic icon thereat. As can be seen in FIG. 15, the dynamic icon may be overlaid or established at or over a displayed image derived from image data captured by the side view camera or the dynamic icon may be overlaid or established at or on an iconistic or animation display of the vehicle and trailer (based on image data captured by the side view camera). As shown in FIG. 16, the dynamic icon or icons may be provided for side image displays at or associated with each side of the vehicle.


The dynamic icon comprises a top view representation of a vehicle and trailer with projected paths or trajectories for the vehicle and for the trailer so the driver can readily determine where the trailer will travel when he or she turns the vehicle's steering wheel. The icon includes a highlighted area (such as the generally triangular area with its apex at or near the side mirror) to indicate to the driver the view at which the icon is overlaid so that the driver can readily discern and understand what he or she is viewing. The dynamic overlay is dynamic and the trailer and the projected paths of the vehicle and of the trailer will be adjusted or varied responsive, at least in part, to the steering wheel angle of the vehicle (and may be based on calculated or determined or input characteristics of the trailer and vehicle, such as trailer angle and trailer length and width and the like). For example, when the driver of the vehicle turns the steering wheel in one direction and begins to back up the vehicle and trailer, the trailer of the dynamic icon may pivot relative to the vehicle of the dynamic icon, and the projected paths of the wheels of the vehicle and trailer may move or track accordingly. As the steering wheel is further turned or is straightened, the trailer and projected paths adjust accordingly, so that, at any time during the reversing maneuver, the driver can readily see how the trailer is angled relative to the vehicle and where it will travel if the vehicle reverses with the steering wheel at that position. The dynamic icon or overlay thus may be adjusted in response to the steering wheel angle or steering angle of the vehicle and a trailer angle relative to the vehicle and/or other vehicle and/or trailer characteristics or parameters. Optionally, the dynamic overlay and side/rear image may be displayed responsive to the vehicle being shifter into reverse to commence a reversing maneuver, and optionally, further responsive to a detection of the presence of the trailer at the rear of the vehicle.


Optionally, and such as shown in FIG. 17, the dynamic overlay of the vehicle-trailer top down view may comprise a real time display of the vehicle and trailer and ground area surrounding the vehicle based on image data captured by the vehicle cameras 114a-d and the trailer cameras 120a-c (such as at least a rearward camera at the rear of the trailer and a side camera at each side of either or both of the vehicle and trailer). The dynamic overlay thus provides the driver with an enhanced understanding of what is being displayed and viewed and, by including the surrounding area in the dynamic overlay, the driver can readily view and discern and recognize objects present in the areas surrounding the vehicle. For example, the real time dynamic overlay of the present invention may allow the user to readily view and discern the parking space or boat launch ramp or the like that he or she is backing the trailer towards and the overlay may show the projected path or trajectory of the trailer based on the steering wheel angle. The real time dynamic overlay also may show the driver when the front of the vehicle (that is being turned via the turning of the steering wheels) is approaching an object at the side of the vehicle, such as when reversing the trailer along a relatively narrow road surface or the like.


For example, the vision system (utilizing the forward facing camera and a rearward facing camera and other cameras disposed at the vehicle with exterior fields of view) may be part of or may provide a display of a top-down view or birds-eye view system of the vehicle or a surround view at the vehicle, such as by utilizing aspects of the vision systems described in PCT Application No. PCT/US10/25545, filed Feb. 26, 2010 and published on Sep. 2, 2010 as International Publication No. WO 2010/099416, and/or PCT Application No. PCT/US10/47256, filed Aug. 31, 2010 and published Mar. 10, 2011 as International Publication No. WO 2011/028686, and/or PCT Application No. PCT/US2011/062834, filed Dec. 1, 2011 and published Jun. 7, 2012 as International Publication No. WO 2012/075250, and/or PCT Application No. PCT/US2012/048993, filed Jul. 31, 2012 and published on Feb. 7, 2013 as International Publication No. WO 2013/019795, and/or PCT Application No. PCT/US11/62755, filed Dec. 1, 2011 and published Jun. 7, 2012 as International Publication No. WO 2012-075250, and/or PCT Application No. PCT/CA2012/000378, filed Apr. 25, 2012 and published Nov. 1, 2012 as International Publication No. WO 2012/145822, and/or PCT Application No. PCT/US2012/066571, filed Nov. 27, 2012 and published Jun. 6, 2013 as International Publication No. WO 2013/081985, and/or PCT Application No. PCT/US2012/068331, filed Dec. 7, 2012 and published Jun. 13, 2013 as International Publication No. WO 2013/086249, and/or U.S. patent application Ser. No. 13/333,337, filed Dec. 21, 2011, now U.S. Pat. No. 9,264,672, which are hereby incorporated herein by reference in their entireties.


The present invention thus provides a simple top-down dynamic icon view that depicts the system behavior in real-time and in a comprehensive manner. This depiction can be superimposed over mirror camera views so that the driver can readily see and discern the needed view of the trailer as well as understand the effects of selected steering wheel positions. The present invention also provides a live top-down 360 degree view (or bird's eye view or the like) that includes the trailer. In such an application, one or more side and rear cameras would be included on the trailer and image processing would process image data captured by the trailer and vehicle cameras to take the trailer position into account to maintain the stitched scene. The dynamic icon is superimposed over the displayed top-down scene.


Optionally, and with reference to FIGS. 18-22, the raw captured image data (distorted) from the right side camera (FIG. 18) and the left side camera (FIG. 19) may be combined and corrected or undistorted (such as via optical correction or electronic correction) to provide a combined image (FIG. 20). The combined mirror camera view or image can appear as if an observer is looking rearward from in front of the vehicle so that the observer sees the full arc of the trailer's path in an unbroken manner. However, the viewable sides of the vehicle or too much ground coverage near the cameras can disrupt the appearance.


Thus, and as shown in FIGS. 21 and 22, the present invention may provide an enhanced view of the trailer and vehicle that is more readily discernible and understandable by the driver of the vehicle, such as during a reversing maneuver of the vehicle and trailer. By keeping the view up and directed straight back or rearward along the vehicle, and by including a vehicle icon or representation (such as shown in FIGS. 21 and 22), such as an overlay or graphic overlay that is generated by the system and electronically superimposed on the displayed image, the display system can provide a more comprehensive appearance that the driver can readily discern and understand. Thus, and such as in a similar manner as with bird's eye view displays, the driver is provided with an enhanced sense of vehicle positioning with respect to the trailer and surrounding objects within the scene.


The camera or sensor may comprise any suitable camera or sensor. Optionally, the camera may comprise a “smart camera” that includes the imaging sensor array and associated circuitry and image processing circuitry and electrical connectors and the like as part of a camera module, such as by utilizing aspects of the vision systems described in PCT Application No. PCT/US2012/066570, filed Nov. 27, 2012 and published Jun. 6, 2013 as International Publication No. WO 2013/081984, and/or PCT Application No. PCT/US2012/066571, filed Nov. 27, 2012 and published Jun. 6, 2013 as International Publication No. WO 2013/081985, which are hereby incorporated herein by reference in their entireties.


The system includes an image processor operable to process image data captured by the camera or cameras, such as for detecting objects or other vehicles or pedestrians or the like in the field of view of one or more of the cameras. For example, the image processor may comprise an EYEQ2 or EYEQ3 image processing chip available from Mobileye Vision Technologies Ltd. of Jerusalem, Israel, and may include object detection software (such as the types described in U.S. Pat. Nos. 7,855,755; 7,720,580 and/or 7,038,577, which are hereby incorporated herein by reference in their entireties), and may analyze image data to detect vehicles and/or other objects. Responsive to such image processing, and when an object or other vehicle is detected, the system may generate an alert to the driver of the vehicle and/or may generate an overlay at the displayed image to highlight or enhance display of the detected object or vehicle, in order to enhance the driver's awareness of the detected object or vehicle or hazardous condition during a driving maneuver of the equipped vehicle.


The vehicle may include any type of sensor or sensors, such as imaging sensors or radar sensors or lidar sensors or ladar sensors or ultrasonic sensors or the like. The imaging sensor or camera may capture image data for image processing and may comprise any suitable camera or sensing device, such as, for example, an array of a plurality of photosensor elements arranged in at least 640 columns and 480 rows (at least a 640×480 imaging array, such as a megapixel imaging array or the like), with a respective lens focusing images onto respective portions of the array. The photosensor array may comprise a plurality of photosensor elements arranged in a photosensor array having rows and columns. The logic and control circuit of the imaging sensor may function in any known manner, and the image processing and algorithmic processing may comprise any suitable means for processing the images and/or image data.


For example, the vision system and/or processing and/or camera and/or circuitry may utilize aspects described in U.S. Pat. Nos. 7,005,974; 5,760,962; 5,877,897; 5,796,094; 5,949,331; 6,222,447; 6,302,545; 6,396,397; 6,498,620; 6,523,964; 6,611,202; 6,201,642; 6,690,268; 6,717,610; 6,757,109; 6,802,617; 6,806,452; 6,822,563; 6,891,563; 6,946,978; 7,859,565; 5,550,677; 5,670,935; 6,636,258; 7,145,519; 7,161,616; 7,230,640; 7,248,283; 7,295,229; 7,301,466; 7,592,928; 7,881,496; 7,720,580; 7,038,577; 6,882,287; 5,929,786 and/or 5,786,772, and/or International Publication Nos. WO 2011/028686; WO 2010/099416; WO 2012/061567; WO 2012/068331; WO 2012/075250; WO 2012/103193; WO 2012/0116043; WO 2012/0145313; WO 2012/0145501; WO 2012/145818; WO 2012/145822; WO 2012/158167; WO 2012/075250; WO 2012/103193; WO 2012/0116043; WO 2012/0145501; WO 2012/0145343; WO 2012/154919; WO 2013/019707; WO 2013/016409; WO 2012/145822; WO 2013/067083; WO 2013/070539; WO 2013/043661; WO 2013/048994; WO 2013/063014, WO 2013/081984; WO 2013/081985; WO 2013/074604; WO 2013/086249; WO 2013/103548; WO 2013/109869; WO 2013/123161; WO 2013/126715 and/or PCT Application No. PCT/US2012/056014, filed Sep. 19, 2012 and published Mar. 28, 2013 as International Publication No. WO 2013/043661, and/or PCT Application No. PCT/US2013/036701, filed Apr. 16, 2013 and published Oct. 24, 2013 as International Publication No. WO 2013/158592 and/or U.S. patent application Ser. No. 14/016,790, filed Sep. 3, 2013 and published Mar. 6, 2014 as U.S. Publication No. 2014/0067206; Ser. No. 14/001,272, filed Aug. 23, 2013 and published Dec. 12, 2013 as U.S. Publication No. 2013/0328672; Ser. No. 13/970,868, filed Aug. 20, 2013 and published Feb. 20, 2014 as U.S. Publication No. 2014/0049646; Ser. No. 13/964,134, filed Aug. 12, 2013 and published Feb. 20, 2014 as U.S. Publication No. 2014/0052340; Ser. No. 13/942,758, filed Jul. 16, 2013 and published Jan. 23, 2014 as U.S. Publication No. 2014/0025240; Ser. No. 13/942,753, filed Jul. 16, 2013 and published Jan. 30, 2014 as U.S. Publication No. 2014/0028852; Ser. No. 13/927,680, filed Jun. 26, 2013 and published Jan. 2, 2014 as U.S. Publication No. 2014/0005907; Ser. No. 13/916,051, filed Jun. 12, 2013, now U.S. Pat. No. 9,077,098; Ser. No. 13/894,870, filed May 15, 2013 and published Nov. 28, 2013 as U.S. Publication No. 2013/0314503; Ser. No. 13/887,724, filed May 6, 2013 and published Nov. 14, 2013 as U.S. Publication No. 2013/0298866; Ser. No. 13/851,378, filed Mar. 27, 2013 and published Nov. 14, 2013 as U.S. Publication No. 2013/0300869; Ser. No. 61/848,796, filed Mar. 22, 2012 and published Oct. 24, 2013 as U.S. Publication No. 2013/0278769; Ser. No. 13/847,815, filed Mar. 20, 2013 and published Oct. 31, 2013 as U.S. Publication No. 2013/0286193; Ser. No. 13/800,697, filed Mar. 13, 2013 and published on Oct. 3, 2013 as U.S. Publication No. 2013/0258077; Ser. No. 13/785,099, filed Mar. 5, 2013 and published Sep. 19, 2013 as U.S. Publication No. 2013/0242099; Ser. No. 13/779,881, filed Feb. 28, 2013, now U.S. Pat. No. 8,694,224; Ser. No. 13/774,317, filed Feb. 22, 2013 and published Aug. 29, 2013 as U.S. Publication No. 2013/0222592; Ser. No. 13/774,315, filed Feb. 22, 2013 and published Aug. 22, 2013 as U.S. Publication No. 2013/0215271; Ser. No. 13/681,963, filed Nov. 20, 2012, now U.S. Pat. No. 9,264,673; Ser. No. 13/660,306, filed Oct. 25, 2012, now U.S. Pat. No. 9,146,898; Ser. No. 13/653,577, filed Oct. 17, 2012, now U.S. Pat. No. 9,174,574; and/or Ser. No. 13/534,657, filed Jun. 27, 2012 and published Jan. 3, 2013 as U.S. Publication No. 2013/002873, and/or U.S. provisional applications, Ser. No. 61/879,837, filed Sep. 19, 2013; Ser. No. 61/879,835, filed Sep. 19, 2013; Ser. No. 61/878,877, filed Sep. 17, 2013; Ser. No. 61/875,351, filed Sep. 9, 2013; Ser. No. 61/869,195, filed. Aug. 23, 2013; Ser. No. 61/864,835, filed Aug. 12, 2013; Ser. No. 61/864,836, filed Aug. 12, 2013; Ser. No. 61/864,834, filed Aug. 12, 2013; Ser. No. 61/864,838, filed Aug. 12, 2013; Ser. No. 61/856,843, filed Jul. 22, 2013, Ser. No. 61/845,061, filed Jul. 11, 2013; Ser. No. 61/844,630, filed Jul. 10, 2013; Ser. No. 61/844,173, filed Jul. 9, 2013; Ser. No. 61/844,171, filed Jul. 9, 2013; Ser. No. 61/840,542; Ser. No. 61/838,619, filed Jun. 24, 2013; Ser. No. 61/838,621, filed Jun. 24, 2013; Ser. No. 61/837,955, filed Jun. 21, 2013; Ser. No. 61/836,900, filed Jun. 19, 2013; Ser. No. 61/836,380, filed Jun. 18, 2013; Ser. No. 61/834,129, filed Jun. 12, 2013; Ser. No. 61/833,080, filed Jun. 10, 2013; Ser. No. 61/830,375, filed Jun. 3, 2013; Ser. No. 61/830,377, filed Jun. 3, 2013; Ser. No. 61/825,752, filed May 21, 2013; Ser. No. 61/825,753, filed May 21, 2013; Ser. No. 61/823,648, filed May 15, 2013; Ser. No. 61/823,644, filed May 15, 2013; Ser. No. 61/821,922, filed May 10, 2013; Ser. No. 61/819,835, filed May 6, 2013; Ser. No. 61/819,033, filed May 3, 2013; Ser. No. 61/16,956, filed Apr. 29, 2013; Ser. No. 61/815,044, filed Apr. 23, 2013; Ser. No. 61/814,533, filed Apr. 22, 2013; Ser. No. 61/813,361, filed Apr. 18, 2013; Ser. No. 61/840,407, filed Apr. 10, 2013; Ser. No. 61/808,930, filed Apr. 5, 2013; Ser. No. 61/807,050, filed Apr. 1, 2013; Ser. No. 61/806,674, filed Mar. 29, 2013; Ser. No. 61/806,673, filed Mar. 29, 2013; Ser. No. 61/804,786, filed Mar. 25, 2013; Ser. No. 61/793,592, filed Mar. 15, 2013; Ser. No. 61/793,614, filed Mar. 15, 2013; Ser. No. 61/772,015, filed Mar. 4, 2013; Ser. No. 61/772,014, filed Mar. 4, 2013; Ser. No. 61/770,051, filed Feb. 27, 2013; Ser. No. 61/770,048, filed Feb. 27, 2013; Ser. No. 61/766,883, filed Feb. 20, 2013; Ser. No. 61/760,366, filed Feb. 4, 2013; Ser. No. 61/760,364, filed Feb. 4, 2013; Ser. No. 61/756,832, filed Jan. 25, 2013; Ser. No. 61/754,804, filed Jan. 21, 2013; Ser. No. 61/745,925, filed Dec. 26, 2012; Ser. No. 61/745,864, filed Dec. 26, 2012; Ser. No. 61/736,104, filed Dec. 12, 2012; Ser. No. 61/736,103, filed Dec. 12, 2012; Ser. No. 61/735,314, filed Dec. 10, 2012; Ser. No. 61/734,457, filed Dec. 7, 2012; Ser. No. 61/733,598, filed Dec. 5, 2012; Ser. No. 61/733,093, filed Dec. 4, 2012; Ser. No. 61/727,912, filed Nov. 19, 2012; Ser. No. 61/727,911, filed Nov. 19, 2012; Ser. No. 61/727,910, filed Nov. 19, 2012; Ser. No. 61/718,382, filed Oct. 25, 2012; Ser. No. 61/713,772, filed Oct. 15, 2012; Ser. No. 61/710,924, filed Oct. 8, 2012; and/or Ser. No. 61/710,247, filed Oct. 2, 2012, which are all hereby incorporated herein by reference in their entireties. The system may communicate with other communication systems via any suitable means, such as by utilizing aspects of the systems described in International Publication No. WO 2013/043661, PCT Application No. PCT/US10/038477, filed Jun. 14, 2010, and/or PCT Application No. PCT/US2012/066571, filed Nov. 27, 2012 and published Jun. 6, 2013 as International Publication No. WO 2013/081985, and/or U.S. patent application Ser. No. 13/202,005, filed Aug. 17, 2011, now U.S. Pat. No. 9,126,525, which are hereby incorporated herein by reference in their entireties.


Typically, a rearward facing camera for a rear vision system or backup assist system is activated responsive to the driver of the equipped vehicle shifting the gear actuator into a reverse gear position, whereby video images captured by the camera are displayed at the video display screen. When the reversing maneuver is completed, such as when the driver of the vehicle finally shifts the gear actuator out of the reverse gear position (and into either a park or neutral position or a forward gear position), display of the images captured by the camera ceases and the camera is often deactivated. The vision display system may operate to display the rearward images at the video mirror display responsive to the driver of the vehicle shifting the vehicle into a reverse gear such as by utilizing aspects of the vision systems described in U.S. Pat. Nos. 5,550,677; 5,670,935; 6,498,620; 6,222,447 and/or 5,949,331, and/or PCT Application No. PCT/US2011/056295, filed Oct. 14, 2011 and published Apr. 19, 2012 as International Publication No. WO 2012/051500, and/or U.S. patent application Ser. No. 13/333,337, filed Dec. 21, 2011, now U.S. Pat. No. 9,264,672, which are hereby incorporated herein by reference in their entireties.


During forward travel of the vehicle, such as when the vehicle shifter is shifted to a forward or drive gear position, the rear camera may capture images of the trailer for determining and monitoring the trailer angle, as discussed above. Such operation of the rear camera during forward travel (and associated processing of the captured images and the like) may be responsive to the vehicle speed reaching a threshold level and a signal indicative of the vehicle towing a trailer (such as a signal indicative of a connection of a trailer wiring harness to a vehicle wiring harness or the like), such that the activation of the rear camera and subsequent or corresponding monitoring of the trailer angle only occurs in situations when it is desired or appropriate.


The rearward facing camera or camera module may comprise any suitable camera or imaging sensor, and may utilize aspects of the cameras or sensors described in U.S. Pat. Nos. 7,965,336 and/or 7,480,149, and/or U.S. patent application Ser. No. 12/091,359, filed Apr. 24, 2008 and published Oct. 1, 2009 as U.S. Publication No. US-2009-0244361, which are hereby incorporated herein by reference in their entireties. The imaging array sensor may comprise any suitable sensor, and may utilize various imaging sensors or imaging array sensors or cameras or the like, such as a CMOS imaging array sensor, a CCD sensor or other sensors or the like, such as the types described in U.S. Pat. Nos. 5,550,677; 5,670,935; 5,760,962; 5,715,093; 5,877,897; 6,922,292; 6,757,109; 6,717,610; 6,590,719; 6,201,642; 6,498,620; 5,796,094; 6,097,023; 6,320,176; 6,559,435; 6,831,261; 6,806,452; 6,396,397; 6,822,563; 6,946,978; 7,720,580; 7,965,336; 7,339,149; 7,038,577 and 7,004,606, and/or PCT Application No. PCT/US2008/076022, filed Sep. 11, 2008 and published Mar. 19, 2009 as International Publication No. WO 2009/036176, and/or PCT Application No. PCT/US2008/078700, filed Oct. 3, 2008 and published Apr. 9, 2009 as International Publication No. WO 2009/046268, which are all hereby incorporated herein by reference in their entireties.


Optionally, the rearward facing camera may have a wide angle rearward field of view, such as a wide angle rearward field of view that encompasses about 185 degrees (fields of view larger and smaller than this may be contemplated while remaining within the spirit and scope of the present invention). Thus, during a reversing maneuver, the rearward facing camera and video processor and video display screen can operate to display entire images (or substantially entire images) captured by the rearward facing camera (such as, for example, images encompassed by the about 185 degree field of view of the camera), in order to provide video images to the driver of the vehicle of a wide area or region or blind zone immediately rearward of the vehicle to assist the driver of the vehicle in making the reversing maneuver. The rearward facing camera and/or video processor and/or video display screen and/or backup assist system may utilize aspects of the systems described in U.S. Pat. Nos. 5,550,677; 5,760,962; 5,670,935; 6,201,642; 6,396,397; 6,498,620; 6,717,610; 6,757,109; 7,005,974 and/or 7,265,656, which are hereby incorporated herein by reference in their entireties.


The imaging device and control and image processor and any associated illumination source, if applicable, may comprise any suitable components, and may utilize aspects of the cameras and vision systems described in U.S. Pat. Nos. 5,550,677; 5,877,897; 6,498,620; 5,670,935; 5,796,094; 6,396,397; 6,806,452; 6,690,268; 7,005,974; 7,123,168; 7,004,606; 6,946,978; 7,038,577; 6,353,392; 6,320,176; 6,313,454 and 6,824,281, and/or International Publication No. WO 2010/099416, published Sep. 2, 2010, and/or PCT Application No. PCT/US10/47256, filed Aug. 31, 2010 and published Mar. 10, 2011 as International Publication No. WO 2011/028686, and/or U.S. patent application Ser. No. 12/508,840, filed Jul. 24, 2009, and published Jan. 28, 2010 as U.S. Pat. Publication No. US 2010-0020170, and/or PCT Application No. PCT/US2012/048110, filed Jul. 25, 2012 and published Jan. 31, 2013 as International Publication No. WO 2013/016409, and/or U.S. patent application Ser. No. 13/534,657, filed Jun. 27, 2012 and published Jan. 3, 2013 as U.S. Publication No. 2013/0002873, which are all hereby incorporated herein by reference in their entireties. The camera or cameras may comprise any suitable cameras or imaging sensors or camera modules, and may utilize aspects of the cameras or sensors described in U.S. patent application Ser. No. 12/091,359, filed Apr. 24, 2008 and published Oct. 1, 2009 as U.S. Publication No. US-2009-0244361, and/or Ser. No. 13/260,400, filed Sep. 26, 2011, now U.S. Pat. Nos. 8,542,451, and/or 7,965,336 and/or 7,480,149, which are hereby incorporated herein by reference in their entireties. The imaging array sensor may comprise any suitable sensor, and may utilize various imaging sensors or imaging array sensors or cameras or the like, such as a CMOS imaging array sensor, a CCD sensor or other sensors or the like, such as the types described in U.S. Pat. Nos. 5,550,677; 5,670,935; 5,760,962; 5,715,093; 5,877,897; 6,922,292; 6,757,109; 6,717,610; 6,590,719; 6,201,642; 6,498,620; 5,796,094; 6,097,023; 6,320,176; 6,559,435; 6,831,261; 6,806,452; 6,396,397; 6,822,563; 6,946,978; 7,339,149; 7,038,577; 7,004,606 and/or 7,720,580, and/or U.S. patent application Ser. No. 10/534,632, filed May 11, 2005, now U.S. Pat. No. 7,965,336; and/or PCT Application No. PCT/US2008/076022, filed Sep. 11, 2008 and published Mar. 19, 2009 as International Publication No. WO 2009/036176, and/or PCT Application No. PCT/US2008/078700, filed Oct. 3, 2008 and published Apr. 9, 2009 as International Publication No. WO 2009/046268, which are all hereby incorporated herein by reference in their entireties.


The camera module and circuit chip or board and imaging sensor and processor may be implemented and operated in connection with various vehicular vision-based systems, and/or may be operable utilizing the principles of such other vehicular systems, such as a vehicle headlamp control system, such as the type disclosed in U.S. Pat. Nos. 5,796,094; 6,097,023; 6,320,176; 6,559,435; 6,831,261; 7,004,606; 7,339,149 and/or 7,526,103, which are all hereby incorporated herein by reference in their entireties, a rain sensor, such as the types disclosed in commonly assigned U.S. Pat. Nos. 6,353,392; 6,313,454; 6,320,176 and/or 7,480,149, which are hereby incorporated herein by reference in their entireties, a vehicle vision system, such as a forwardly, sidewardly or rearwardly directed vehicle vision system utilizing principles disclosed in U.S. Pat. Nos. 5,550,677; 5,670,935; 5,760,962; 5,877,897; 5,949,331; 6,222,447; 6,302,545; 6,396,397; 6,498,620; 6,523,964; 6,611,202; 6,201,642; 6,690,268; 6,717,610; 6,757,109; 6,802,617; 6,806,452; 6,822,563; 6,891,563; 6,946,978 and/or 7,859,565, which are all hereby incorporated herein by reference in their entireties, a trailer hitching aid or tow check system, such as the type disclosed in U.S. Pat. No. 7,005,974, which is hereby incorporated herein by reference in its entirety, a reverse or sideward imaging system, such as for a lane change assistance system or lane departure warning system or for a blind spot or object detection system, such as imaging or detection systems of the types disclosed in U.S. Pat. Nos. 7,881,496; 7,720,580; 7,038,577; 5,929,786 and/or 5,786,772, and/or U.S. provisional application Ser. No. 60/618,686, filed Oct. 14, 2004, which are hereby incorporated herein by reference in their entireties, a video device for internal cabin surveillance and/or video telephone function, such as disclosed in U.S. Pat. Nos. 5,760,962; 5,877,897; 6,690,268 and/or 7,370,983, and/or U.S. patent application Ser. No. 10/538,724, filed Jun. 13, 2005 and published Mar. 9, 2006 as U.S. Publication No. US-2006-0050018, which are hereby incorporated herein by reference in their entireties, a traffic sign recognition system, a system for determining a distance to a leading or trailing vehicle or object, such as a system utilizing the principles disclosed in U.S. Pat. Nos. 6,396,397 and/or 7,123,168, which are hereby incorporated herein by reference in their entireties, and/or the like.


Optionally, the circuit board or chip (such as of the display or camera system or image processor or the like) may include circuitry for the imaging array sensor and or other electronic accessories or features, such as by utilizing compass-on-a-chip or EC driver-on-a-chip technology and aspects such as described in U.S. Pat. Nos. 7,255,451 and/or 7,480,149; and/or U.S. patent application Ser. No. 11/226,628, filed Sep. 14, 2005 and published Mar. 23, 2006 as U.S. Publication No. US-2006-0061008, and/or Ser. No. 12/578,732, filed Oct. 14, 2009 and published Apr. 22, 2010 as U.S. Publication No. 2010/0097469, which are hereby incorporated herein by reference in their entireties.


Optionally, the vision system may include a display for displaying images captured by one or more of the imaging sensors for viewing by the driver of the vehicle while the driver is normally operating the vehicle. Optionally, for example, the vision system may include a video display device disposed at or in the interior rearview mirror assembly of the vehicle, such as by utilizing aspects of the video mirror display systems described in U.S. Pat. No. 6,690,268 and/or U.S. patent application Ser. No. 13/333,337, filed Dec. 21, 2011, now U.S. Pat. No. 9,264,672, which are hereby incorporated herein by reference in their entireties. The display is operable to display the captured rearward images and may comprise a video display and may utilize aspects of the video display devices or modules described in U.S. Pat. Nos. 6,690,268; 7,184,190; 7,274,501; 7,370,983; 7,446,650 and/or 7,855,755, and/or U.S. patent application Ser. No. 10/538,724, filed Jun. 13, 2005 and published Mar. 9, 2006 as U.S. Publication No. US-2006-0050018, which are all hereby incorporated herein by reference in their entireties. The video display may be operable to display images captured by one or more imaging sensors or cameras at the vehicle. The imaging device and control and image processor and any associated illumination source, if applicable, may comprise any suitable components, and may utilize aspects of the cameras and vision systems described in U.S. Pat. Nos. 5,550,677; 5,877,897; 6,498,620; 5,670,935; 5,796,094; 6,396,397; 6,806,452; 6,690,268; 6,198,409; 7,005,974; 7,123,168; 7,004,606; 6,946,978; 7,038,577; 6,353,392; 6,320,176; 6,313,454 and 6,824,281, which are all hereby incorporated herein by reference in their entireties.


The video display screen may disposed at an interior rearview mirror assembly of the vehicle (such as in a mirror casing and behind a reflective element of a mirror assembly such that displayed information is viewable through the reflective element of the mirror assembly). The interior mirror assembly may comprise an electro-optic reflective element, such as an electrochromic reflective element, having a transflective mirror reflector (such as one or more thin metallic films or coatings disposed on a surface of a substrate of the reflective element, such as disposed on the front surface of the rear substrate, commonly referred to as the third surface of the mirror reflective element) that is partially transmissive of visible light therethrough and partially reflectant of visible light incident thereon, such as a mirror reflective element of the types described in U.S. Pat. Nos. 7,274,501; 7,255,451; 7,195,381; 7,184,190; 5,668,663; 5,724,187 and/or 6,690,268, which are all hereby incorporated herein by reference in their entireties). Thus, the video display screen, when operating to display video images or the like, is viewable through the transflective mirror reflector and the mirror reflective element by the driver of the vehicle and, when the video display screen is not operating to display video images or the like, the video display screen is not readily viewable or observable or discernible to the driver of the vehicle, such that the presence of the video display screen is rendered covert by the transflective mirror reflector and the driver of the vehicle normally views the mirror reflector and reflective element to view the reflected rearward image at the mirror reflective element. Optionally, the video display screen may be disposed elsewhere in the vehicle, such as at or in an accessory module or windshield electronics module or overhead console or center stack region of the instrument panel or elsewhere at the instrument panel or other areas of the vehicle, while remaining within the spirit and scope of the present invention.


Optionally, the vision system (utilizing the forward facing camera and a rearward facing camera and other cameras disposed at the vehicle with exterior fields of view) may be part of or may provide a display of a top-down view or birds-eye view system of the vehicle or a surround view at the vehicle, such as by utilizing aspects of the vision systems described International Publication Nos. WO 2010/099416; WO 2011/028686; WO 2012/075250; WO 2013/019795; WO 2012-075250; WO 2012/154919; WO 2012/0116043; WO 2012/0145501 and/or WO 2012/0145313, and/or PCT Application No. PCT/CA2012/000378, filed Apr. 25, 2012 and published Nov. 1, 2012 as International Publication No. WO 2012/145822, and/or PCT Application No. PCT/US2012/066571, filed Nov. 27, 2012 and published Jun. 6, 2013 as International Publication No. WO 2013/081985, and/or PCT Application No. PCT/US2012/068331, filed Dec. 7, 2012 and published Jun. 13, 2013 as International Publication No. WO 2013/086249, and/or PCT Application No. PCT/US2013/022119, filed Jan. 18, 2013 and published Jul. 25, 2013 as International Publication No. WO 2013/109869, and/or U.S. patent application Ser. No. 13/333,337, filed Dec. 21, 2011, now U.S. Pat. No. 9,264,672, which are hereby incorporated herein by reference in their entireties.


Optionally, the mirror assembly may include one or more displays, such as the types disclosed in U.S. Pat. Nos. 5,530,240 and/or 6,329,925, which are hereby incorporated herein by reference in their entireties, and/or display-on-demand transflective type displays, such as the types disclosed in U.S. Pat. Nos. 7,855,755; 7,626,749; 7,581,859; 7,338,177; 7,274,501; 7,255,451; 7,195,381; 7,184,190; 5,668,663; 5,724,187 and/or 6,690,268, and/or in U.S. patent application Ser. No. 11/226,628, filed Sep. 14, 2005 and published Mar. 23, 2006 as U.S. Publication No. US-2006-0061008; and/or Ser. No. 10/538,724, filed Jun. 13, 2005 and published Mar. 9, 2006 as U.S. Publication No. US-2006-0050018, which are all hereby incorporated herein by reference in their entireties, so that the displays are viewable through the reflective element, while the display area still functions to substantially reflect light, in order to provide a generally uniform prismatic reflective element even in the areas that have display elements positioned behind the reflective element. The thicknesses and materials of the coatings on the substrates, such as on the third surface of the reflective element assembly, may be selected to provide a desired color or tint to the mirror reflective element, such as a blue colored reflector, such as is known in the art and such as described in U.S. Pat. Nos. 5,910,854; 6,420,036 and/or 7,274,501, which are all hereby incorporated herein by reference in their entireties.


Optionally, the vehicle may include one or more other accessories at or within the mirror assembly or otherwise associated with or near the mirror assembly, such as one or more electrical or electronic devices or accessories, such as a blind spot detection system, such as disclosed in U.S. Pat. Nos. 5,929,786; 8,058,977; 5,786,772; 7,720,580; 7,492,281; 7,038,577 and 6,882,287, a communication module, such as disclosed in U.S. Pat. No. 5,798,688, a voice recorder, microphones, such as disclosed in U.S. Pat. Nos. 7,657,052; 6,243,003; 6,278,377 and/or 6,420,975, speakers, antennas, including global positioning system (GPS) or cellular phone antennas, such as disclosed in U.S. Pat. No. 5,971,552, transmitters and/or receivers, such as a garage door opener or the like or a vehicle door unlocking system or the like (such as a remote keyless entry system), a digital network, such as described in U.S. Pat. No. 5,798,575, a high/low headlamp controller, such as a camera-based headlamp control, such as disclosed in U.S. Pat. Nos. 5,796,094 and/or 5,715,093 and/or U.S. patent application Ser. No. 12/781,119, filed May 17, 2010 and published Nov. 17, 2011 as U.S. Publication No. US 2011-0280026, a memory mirror system, such as disclosed in U.S. Pat. No. 5,796,176, a hands-free phone attachment, a video device for internal cabin surveillance and/or video telephone function, such as disclosed in U.S. Pat. Nos. 5,760,962 and/or 5,877,897, a remote keyless entry receiver, lights, such as map reading lights or one or more other lights or illumination sources, such as disclosed in U.S. Pat. Nos. 6,690,268; 5,938,321; 5,813,745; 5,820,245; 5,673,994; 5,649,756; 5,178,448; 5,671,996; 4,646,210; 4,733,336; 4,807,096; 6,042,253; 5,669,698; 7,195,381; 6,971,775 and/or 7,249,860, an imaging system or components or circuitry or display thereof, such as an imaging and/or display system of the types described in U.S. Pat. Nos. 7,881,496; 7,526,103; 7,400,435; 6,690,268 and 6,847,487, and/or U.S. patent application Ser. No. 12/578,732, filed Oct. 14, 2009 and published Apr. 22, 2010 as U.S. Publication No. 2010/0097469; and/or Ser. No. 12/508,840, filed Jul. 24, 2009 and published Jan. 28, 2010 as U.S. Publication No. 2010/0020170, an alert system, such as an alert system of the types described in PCT Application No. PCT/US2010/25545, filed Feb. 26, 2010 and published Sep. 2, 2010 as International Publication No. WO 2010/099416, a video device for internal cabin surveillance (such as for sleep detection or driver drowsiness detection or the like) and/or video telephone function, such as disclosed in U.S. Pat. Nos. 5,760,962 and/or 5,877,897, a remote keyless entry receiver, a seat occupancy detector, a remote starter control, a yaw sensor, a clock, a carbon monoxide detector, status displays, such as displays that display a status of a door of the vehicle, a transmission selection (4 wd/2 wd or traction control (TCS) or the like), an antilock braking system, a road condition (that may warn the driver of icy road conditions) and/or the like, a trip computer, a tire pressure monitoring system (TPMS) receiver (such as described in U.S. Pat. Nos. 6,124,647; 6,294,989; 6,445,287; 6,472,979; 6,731,205 and/or 7,423,522), and/or an ONSTAR® system, a compass, such as disclosed in U.S. Pat. Nos. 5,924,212; 4,862,594; 4,937,945; 5,131,154; 5,255,442 and/or 5,632,092, a control system, such as a control system of the types described in PCT Application No. PCT/US10/38477, filed Jun. 14, 2010 and published Dec. 16, 2010 as International Publication No. WO 2010/144900, and/or any other accessory or circuitry or the like (with the disclosures of the above-referenced patents and patent applications and PCT applications being hereby incorporated herein by reference in their entireties).


The accessory or accessories may be positioned at or within a mirror casing of the interior rearview mirror assembly and may be included on or integrated in the printed circuit board positioned within the mirror casing, such as along a rear surface of the reflective element or elsewhere within a cavity defined by the casing, without affecting the scope of the present invention. The user actuatable inputs described above may be actuatable to control and/or adjust the accessories of the mirror assembly/system and/or an overhead console and/or an accessory module/windshield electronics module and/or the vehicle. The connection or link between the controls and the systems or accessories may be provided via vehicle electronic or communication systems and the like, and may be connected via various protocols or nodes, such as BLUETOOTH®, SCP, UBP, J1850, CAN J2284, Fire Wire 1394, MOST, LIN, FLEXRAY™, Byte Flight and/or the like, or other vehicle-based or in-vehicle communication links or systems (such as WIFI and/or IRDA) and/or the like, depending on the particular application of the mirror/accessory system and the vehicle. Optionally, the connections or links may be provided via wireless connectivity or links, such as via a wireless communication network or system, such as described in U.S. Pat. No. 7,004,593, which is hereby incorporated herein by reference in its entirety, without affecting the scope of the present invention.


Optionally, a display and any associated user inputs may be associated with various accessories or systems, such as, for example, a tire pressure monitoring system or a passenger air bag status or a garage door opening system or a telematics system or any other accessory or system of the mirror assembly or of the vehicle or of an accessory module or console of the vehicle, such as an accessory module or console of the types described in U.S. Pat. Nos. 7,289,037; 6,877,888; 6,824,281; 6,690,268; 6,672,744; 6,386,742 and 6,124,886, and/or U.S. patent application Ser. No. 10/538,724, filed Jun. 13, 2005 and published Mar. 9, 2006 as U.S. Publication No. US-2006-0050018, which are hereby incorporated herein by reference in their entireties.


Changes and modifications in the specifically described embodiments may be carried out without departing from the principles of the present invention, which is intended to be limited only by the scope of the appended claims as interpreted according to the principles of patent law.

Claims
  • 1. A method for dynamically calibrating a vehicular trailer angle detection system, the method comprising: providing a rear camera configured to be mounted at a rear portion of a vehicle equipped with the vehicular trailer angle detection system, the rear camera, when mounted at the rear portion of the equipped vehicle, having at least a rearward field of view;providing a left-side camera configured to be mounted at a left side portion of the equipped vehicle, the left-side camera, when mounted at the left side portion of the equipped vehicle, having at least a sideward and rearward field of view;providing a right-side camera configured to be mounted at a right side portion of the equipped vehicle, the right-side camera, when mounted at the right side portion of the equipped vehicle, having at least a sideward and rearward field of view;providing a control having an image processor;with a trailer hitched at a tow ball of the equipped vehicle and with the rear camera, the left-side camera and the right-side camera mounted at the equipped vehicle, driving the equipped vehicle in a forward direction and towing the trailer and capturing image data by at least one camera of the rear camera, the left-side camera and the right-side camera;processing at the control image data captured by the at least one camera as the equipped vehicle is driven forward and towing the trailer;providing vehicle-trailer parameters to the control;determining via the control an expected location of a portion of the trailer based on the provided vehicle-trailer parameters as the equipped vehicle is driven forward and towing the trailer;determining an actual location of the portion of the trailer via processing at the control of image data captured by the at least one camera as the equipped vehicle is driven forward and towing the trailer;calibrating the vehicular trailer angle detection system of the equipped vehicle responsive to determination, via processing at the control of image data captured by the at least one camera as the equipped vehicle is driven forward and towing the trailer, that the determined actual location of the portion of the trailer is not at the determined expected location; andwherein the vehicle-trailer parameters comprise a steering angle of the equipped vehicle and at least two selected from the group consisting of (i) a distance between a rear bumper of the equipped vehicle and the tow ball of the equipped vehicle at which the trailer is hitched, (ii) a distance between the tow ball of the equipped vehicle at which the trailer is attached and an axle of the trailer, (iii) a distance between the tow ball of the equipped vehicle at which the trailer is attached and the portion of the trailer and (iv) a distance between the portion of the trailer and a longitudinal axis of the trailer.
  • 2. The method of claim 1, comprising determining via the control the vehicle-trailer parameters when the equipped vehicle is driven forward and towing the trailer.
  • 3. The method of claim 1, wherein calibrating the vehicular trailer angle detection system comprises adjusting processing at the control of image data captured by the at least one camera.
  • 4. The method of claim 1, wherein calibrating the vehicular trailer angle detection system comprises adjusting processing at the control of image data captured by the at least one camera based on a difference between the determined actual location of the portion of the trailer and the determined expected location of the portion of the trailer.
  • 5. The method of claim 1, wherein the at least one camera comprises at least the rear camera.
  • 6. The method of claim 1, wherein the at least one camera comprises at least the left-side camera when the equipped vehicle is driven forward and towing the trailer and turning left.
  • 7. The method of claim 1, wherein the at least one camera comprises at least the right-side camera when the equipped vehicle is driven forward and towing the trailer and turning right.
  • 8. The method of claim 1, comprising processing at the control of image data captured by the at least one camera to determine a trailer angle of the trailer relative to a longitudinal axis of the equipped vehicle.
  • 9. The method of claim 8, wherein the determined trailer angle of the trailer is determined at least responsive to the determined actual location of the portion of the trailer.
  • 10. The method of claim 1, wherein the portion of the trailer has opposite side portions, and wherein the method comprises determining, responsive to processing at the control of image data captured by the at least one camera, an amount of a side portion of the portion of the trailer that is exposed to and viewable by the at least one camera, and determining, responsive to the determination of the exposed amount, a trailer angle relative to a longitudinal axis of the equipped vehicle.
  • 11. The method of claim 10, wherein the opposite side portions of the portion of the trailer comprise colored side portions.
  • 12. The method of claim 10, wherein the portion of the trailer comprises a target that extends above the trailer where the target is disposed.
  • 13. The method of claim 10, wherein the camera is disposed at a centerline of the equipped vehicle and wherein the portion of the trailer is at a longitudinal axis of the trailer.
  • 14. The method of claim 1, comprising calculating a calculated trailer angle based at least in part on calculations involving the provided vehicle-trailer parameters as the equipped vehicle is being driven forward and towing the trailer.
  • 15. A method for dynamically calibrating a vehicular trailer angle detection system, the method comprising: providing a rear camera configured to be mounted at a rear portion of a vehicle equipped with the vehicular trailer angle detection system, the rear camera, when mounted at the rear portion of the equipped vehicle, having at least a rearward field of view;providing a control having an image processor;with a trailer hitched at a tow ball of the equipped vehicle and with the rear camera mounted at the equipped vehicle, driving the equipped vehicle in a forward direction and towing the trailer and capturing image data by the rear camera;processing at the control image data captured by the rear camera as the equipped vehicle is driven forward and towing the trailer;providing vehicle-trailer parameters to the control;determining via the control an expected location of a portion of the trailer based on the provided vehicle-trailer parameters as the equipped vehicle is driven forward and towing the trailer;determining an actual location of the portion of the trailer via processing at the control of image data captured by the rear camera as the equipped vehicle is driven forward and towing the trailer;calibrating the vehicular trailer angle detection system of the equipped vehicle responsive to determination, via processing at the control of image data captured by the rear camera as the equipped vehicle is driven forward and towing the trailer, that the determined actual location of the portion of the trailer is not at the determined expected location;wherein calibrating the vehicular trailer angle detection system comprises adjusting processing at the control of image data captured by the rear camera based on a difference between the determined actual location of the portion of the trailer and the determined expected location of the portion of the trailer; andwherein the vehicle-trailer parameters comprise a steering angle of the equipped vehicle and at least two selected from the group consisting of (i) a distance between a rear bumper of the equipped vehicle and the tow ball of the equipped vehicle at which the trailer is hitched, (ii) a distance between the tow ball of the equipped vehicle at which the trailer is attached and an axle of the trailer, (iii) a distance between the tow ball of the equipped vehicle at which the trailer is attached and the portion of the trailer and (iv) a distance between the portion of the trailer and a longitudinal axis of the trailer.
  • 16. The method of claim 15, comprising determining via the control the vehicle-trailer parameters when the equipped vehicle is driven forward and towing the trailer.
  • 17. The method of claim 15, comprising processing at the control of image data captured by the rear camera to determine the determined trailer angle of the trailer relative to a longitudinal axis of the equipped vehicle.
  • 18. The method of claim 17, wherein the determined trailer angle of the trailer is determined at least responsive to the determined actual location of the portion of the trailer.
  • 19. The method of claim 15, comprising calculating a calculated trailer angle based at least in part on calculations involving the provided vehicle-trailer parameters as the equipped vehicle is being driven forward and towing the trailer.
  • 20. A method for dynamically calibrating a vehicular trailer angle detection system, the method comprising: providing a rear camera configured to be mounted at a rear portion of a vehicle equipped with the vehicular trailer angle detection system, the rear camera, when mounted at the rear portion of the equipped vehicle, having at least a rearward field of view;providing a left-side camera configured to be mounted at a left side portion of the equipped vehicle, the left-side camera, when mounted at the left side portion of the equipped vehicle, having at least a sideward and rearward field of view;providing a right-side camera configured to be mounted at a right side portion of the equipped vehicle, the right-side camera, when mounted at the right side portion of the equipped vehicle, having at least a sideward and rearward field of view;providing a control having an image processor;with a trailer hitched at a tow ball of the equipped vehicle and with the rear camera, the left-side camera and the right-side camera mounted at the equipped vehicle, driving the equipped vehicle in a forward direction and towing the trailer and capturing image data by at least one camera of the rear camera, the left-side camera and the right-side camera;processing at the control image data captured by the at least one camera as the equipped vehicle is driven forward and towing the trailer;providing vehicle-trailer parameters to the control;determining via the control an expected location of a portion of the trailer based on the provided vehicle-trailer parameters as the equipped vehicle is driven forward and towing the trailer;determining an actual location of the portion of the trailer via processing at the control of image data captured by the at least one camera as the equipped vehicle is driven forward and towing the trailer;processing at the control of image data captured by the at least one camera to determine a trailer angle of the trailer relative to a longitudinal axis of the equipped vehicle;calibrating the vehicular trailer angle detection system of the equipped vehicle responsive to determination, via processing at the control of image data captured by the at least one camera as the equipped vehicle is driven forward and towing the trailer, that the determined actual location of the portion of the trailer is not at the determined expected location;wherein calibrating the vehicular trailer angle detection system comprises adjusting processing at the control of image data captured by the at least one camera based on a difference between the determined actual location of the portion of the trailer and the determined expected location of the portion of the trailer; andwherein the vehicle-trailer parameters comprise (i) a steering angle of the equipped vehicle, (ii) a distance between the tow ball of the equipped vehicle at which the trailer is attached and the portion of the trailer and (iii) a distance between the portion of the trailer and a longitudinal axis of the trailer.
  • 21. The method of claim 20, comprising determining via the control the vehicle-trailer parameters when the equipped vehicle is driven forward and towing the trailer.
  • 22. The method of claim 20, wherein calibrating the vehicular trailer angle detection system comprises adjusting processing at the control of image data captured by the at least one camera.
  • 23. The method of claim 20, wherein the at least one camera comprises at least the rear camera.
  • 24. The method of claim 20, wherein the determined trailer angle of the trailer is determined at least responsive to the determined actual location of the portion of the trailer.
  • 25. The method of claim 20, comprising calculating a calculated trailer angle based at least in part on calculations involving the provided vehicle-trailer parameters as the equipped vehicle is being driven forward and towing the trailer.
CROSS REFERENCE TO RELATED APPLICATIONS

The present application is a continuation of U.S. patent application Ser. No. 16/413,698, filed May 16, 2019, now U.S. Pat. No. 10,800,332, which is a continuation of U.S. patent application Ser. No. 15/793,133, filed Oct. 25, 2017, now U.S. Pat. No. 10,300,855, which is a continuation of U.S. patent application Ser. No. 15/268,941, filed Sep. 19, 2016, now U.S. Pat. No. 9,802,542, which is a continuation of U.S. patent application Ser. No. 14/036,723, filed Sep. 25, 2013, now U.S. Pat. No. 9,446,713, which claims the filing benefits of U.S. provisional applications, Ser. No. 61/868,843, filed Aug. 22, 2013, Ser. No. 61/834,128, filed Jun. 12, 2013, Ser. No. 61/758,537, filed Jan. 30, 2013, and Ser. No. 61/705,877, filed Sep. 26, 2012, which are hereby incorporated herein by reference in their entireties.

US Referenced Citations (503)
Number Name Date Kind
4200361 Malvano et al. Apr 1980 A
4214266 Myers Jul 1980 A
4218698 Bart et al. Aug 1980 A
4236099 Rosenblum Nov 1980 A
4247870 Gabel et al. Jan 1981 A
4249160 Chilvers Feb 1981 A
4266856 Wainwright May 1981 A
4277804 Robison Jul 1981 A
4281898 Ochiai et al. Aug 1981 A
4288814 Talley et al. Sep 1981 A
4355271 Noack Oct 1982 A
4357558 Massoni et al. Nov 1982 A
4381888 Momiyama May 1983 A
4420238 Felix Dec 1983 A
4431896 Lodetti Feb 1984 A
4443057 Bauer et al. Apr 1984 A
4460831 Oettinger et al. Jul 1984 A
4481450 Watanabe et al. Nov 1984 A
4491390 Tong-Shen Jan 1985 A
4512637 Ballmer Apr 1985 A
4529275 Ballmer Jul 1985 A
4529873 Ballmer et al. Jul 1985 A
4546551 Franks Oct 1985 A
4549208 Kamejima et al. Oct 1985 A
4571082 Downs Feb 1986 A
4572619 Reininger et al. Feb 1986 A
4580875 Bechtel et al. Apr 1986 A
4600913 Caine Jul 1986 A
4603946 Kato et al. Aug 1986 A
4614415 Hyatt Sep 1986 A
4620141 McCumber et al. Oct 1986 A
4623222 Itoh et al. Nov 1986 A
4626850 Chey Dec 1986 A
4629941 Ellis et al. Dec 1986 A
4630109 Barton Dec 1986 A
4632509 Ohmi et al. Dec 1986 A
4638287 Umebayashi et al. Jan 1987 A
4647161 Muller Mar 1987 A
4653316 Fukuhara Mar 1987 A
4669825 Itoh et al. Jun 1987 A
4669826 Itoh et al. Jun 1987 A
4671615 Fukada et al. Jun 1987 A
4672457 Hyatt Jun 1987 A
4676601 Itoh et al. Jun 1987 A
4690508 Jacob Sep 1987 A
4692798 Seko et al. Sep 1987 A
4697883 Suzuki et al. Oct 1987 A
4701022 Jacob Oct 1987 A
4713685 Nishimura et al. Dec 1987 A
4717830 Botts Jan 1988 A
4727290 Smith et al. Feb 1988 A
4731669 Hayashi et al. Mar 1988 A
4741603 Miyagi et al. May 1988 A
4768135 Kretschmer et al. Aug 1988 A
4772942 Tuck Sep 1988 A
4789904 Peterson Dec 1988 A
4793690 Gahan et al. Dec 1988 A
4817948 Simonelli Apr 1989 A
4820933 Hong et al. Apr 1989 A
4825232 Howdle Apr 1989 A
4838650 Stewart et al. Jun 1989 A
4847772 Michalopoulos et al. Jul 1989 A
4848499 Martinet et al. Jul 1989 A
4855822 Narendra et al. Aug 1989 A
4862037 Farber et al. Aug 1989 A
4867561 Fujii et al. Sep 1989 A
4871917 O'Farrell et al. Oct 1989 A
4872051 Dye Oct 1989 A
4881019 Shiraishi et al. Nov 1989 A
4882565 Gallmeyer Nov 1989 A
4886960 Molyneux et al. Dec 1989 A
4891559 Matsumoto et al. Jan 1990 A
4892345 Rachael, III Jan 1990 A
4895790 Swanson et al. Jan 1990 A
4896030 Miyaji Jan 1990 A
4907870 Brucker Mar 1990 A
4910591 Petrossian et al. Mar 1990 A
4916374 Schierbeek et al. Apr 1990 A
4917477 Bechtel et al. Apr 1990 A
4937796 Tendler Jun 1990 A
4953305 Van Lente et al. Sep 1990 A
4956591 Schierbeek et al. Sep 1990 A
4961625 Wood et al. Oct 1990 A
4967319 Seko Oct 1990 A
4970653 Kenue Nov 1990 A
4971430 Lynas Nov 1990 A
4974078 Tsai Nov 1990 A
4987357 Masaki Jan 1991 A
4991054 Walters Feb 1991 A
5001558 Burley et al. Mar 1991 A
5003288 Wilhelm Mar 1991 A
5012082 Watanabe Apr 1991 A
5016977 Baude et al. May 1991 A
5027001 Torbert Jun 1991 A
5027200 Petrossian et al. Jun 1991 A
5044706 Chen Sep 1991 A
5055668 French Oct 1991 A
5059877 Teder Oct 1991 A
5064274 Alten Nov 1991 A
5072154 Chen Dec 1991 A
5086253 Lawler Feb 1992 A
5096287 Kakinami et al. Mar 1992 A
5097362 Lynas Mar 1992 A
5121200 Choi Jun 1992 A
5124549 Michaels et al. Jun 1992 A
5130709 Toyama et al. Jul 1992 A
5148014 Lynam et al. Sep 1992 A
5168378 Black Dec 1992 A
5170374 Shimohigashi et al. Dec 1992 A
5172235 Wilm et al. Dec 1992 A
5177685 Davis et al. Jan 1993 A
5182502 Slotkowski et al. Jan 1993 A
5184956 Langlais et al. Feb 1993 A
5189561 Hong Feb 1993 A
5193000 Lipton et al. Mar 1993 A
5193029 Schofield et al. Mar 1993 A
5204778 Bechtel Apr 1993 A
5208701 Maeda May 1993 A
5245422 Borcherts et al. Sep 1993 A
5253109 O'Farrell et al. Oct 1993 A
5276389 Levers Jan 1994 A
5285060 Larson et al. Feb 1994 A
5289182 Brillard et al. Feb 1994 A
5289321 Secor Feb 1994 A
5305012 Faris Apr 1994 A
5307136 Saneyoshi Apr 1994 A
5309137 Kajiwara May 1994 A
5313072 Vachss May 1994 A
5325096 Pakett Jun 1994 A
5325386 Jewell et al. Jun 1994 A
5329206 Slotkowski et al. Jul 1994 A
5331312 Kudoh Jul 1994 A
5336980 Levers Aug 1994 A
5341437 Nakayama Aug 1994 A
5351044 Mathur et al. Sep 1994 A
5355118 Fukuhara Oct 1994 A
5374852 Parkes Dec 1994 A
5386285 Asayama Jan 1995 A
5394333 Kao Feb 1995 A
5406395 Wilson et al. Apr 1995 A
5410346 Saneyoshi et al. Apr 1995 A
5414257 Stanton May 1995 A
5414461 Kishi et al. May 1995 A
5416313 Larson et al. May 1995 A
5416318 Hegyi May 1995 A
5416478 Morinaga May 1995 A
5424952 Asayama Jun 1995 A
5426294 Kobayashi et al. Jun 1995 A
5430431 Nelson Jul 1995 A
5434407 Bauer et al. Jul 1995 A
5440428 Hegg et al. Aug 1995 A
5444478 Lelong et al. Aug 1995 A
5451822 Bechtel et al. Sep 1995 A
5455557 Noll et al. Oct 1995 A
5457493 Leddy et al. Oct 1995 A
5461357 Yoshioka et al. Oct 1995 A
5461361 Moore Oct 1995 A
5469298 Suman et al. Nov 1995 A
5471515 Fossum et al. Nov 1995 A
5475494 Nishida et al. Dec 1995 A
5487116 Nakano et al. Jan 1996 A
5498866 Bendicks et al. Mar 1996 A
5500766 Stonecypher Mar 1996 A
5510983 Lino Apr 1996 A
5515448 Nishitani May 1996 A
5517419 Lanckton et al. May 1996 A
5521633 Nakajima et al. May 1996 A
5528698 Kamei et al. Jun 1996 A
5529138 Shaw et al. Jun 1996 A
5530240 Larson et al. Jun 1996 A
5530420 Tsuchiya et al. Jun 1996 A
5535314 Alves et al. Jul 1996 A
5537003 Bechtel et al. Jul 1996 A
5541590 Nishio Jul 1996 A
5550677 Schofield et al. Aug 1996 A
5555312 Shima et al. Sep 1996 A
5555555 Sato et al. Sep 1996 A
5568027 Teder Oct 1996 A
5574443 Hsieh Nov 1996 A
5581464 Woll et al. Dec 1996 A
5594222 Caldwell Jan 1997 A
5614788 Mullins Mar 1997 A
5619370 Guinosso Apr 1997 A
5634709 Iwama Jun 1997 A
5642299 Hardin et al. Jun 1997 A
5648835 Uzawa Jul 1997 A
5650764 McCullough Jul 1997 A
5650944 Kise Jul 1997 A
5660454 Mori et al. Aug 1997 A
5661303 Feder Aug 1997 A
5666028 Bechtel et al. Sep 1997 A
5668663 Varaprasad et al. Sep 1997 A
5670935 Schofield et al. Sep 1997 A
5675489 Pomerleau Oct 1997 A
5677851 Kingdon et al. Oct 1997 A
5699044 Van Lente et al. Dec 1997 A
5724187 Varaprasad et al. Mar 1998 A
5737226 Olson et al. Apr 1998 A
5757949 Kinoshita et al. May 1998 A
5760826 Nayar Jun 1998 A
5760828 Cortes Jun 1998 A
5760931 Saburi et al. Jun 1998 A
5760962 Schofield et al. Jun 1998 A
5761094 Olson et al. Jun 1998 A
5765116 Wilson-Jones et al. Jun 1998 A
5781437 Wiemer et al. Jul 1998 A
5786772 Schofield et al. Jul 1998 A
5790403 Nakayama Aug 1998 A
5790973 Blaker et al. Aug 1998 A
5793308 Rosinski et al. Aug 1998 A
5793420 Schmidt Aug 1998 A
5796094 Schofield et al. Aug 1998 A
5798575 O'Farrell et al. Aug 1998 A
5835255 Miles Nov 1998 A
5837994 Stam et al. Nov 1998 A
5844505 Van Ryzin Dec 1998 A
5844682 Kiyomoto et al. Dec 1998 A
5845000 Breed et al. Dec 1998 A
5848802 Breed et al. Dec 1998 A
5850176 Kinoshita et al. Dec 1998 A
5850254 Takano et al. Dec 1998 A
5861814 Clayton Jan 1999 A
5867591 Onda Feb 1999 A
5877707 Kowalick Mar 1999 A
5877897 Schofield et al. Mar 1999 A
5878370 Olson Mar 1999 A
5883739 Ashihara et al. Mar 1999 A
5884212 Lion Mar 1999 A
5890021 Onoda Mar 1999 A
5899956 Chan May 1999 A
5914815 Bos Jun 1999 A
5923027 Stam et al. Jul 1999 A
5929786 Schofield et al. Jul 1999 A
5940120 Frankhouse et al. Aug 1999 A
5956181 Lin Sep 1999 A
5959367 O'Farrell et al. Sep 1999 A
5959555 Furuta Sep 1999 A
5963247 Banitt Oct 1999 A
5964822 Alland et al. Oct 1999 A
5971552 O'Farrell et al. Oct 1999 A
5986796 Miles Nov 1999 A
5990469 Bechtel et al. Nov 1999 A
5990649 Nagao et al. Nov 1999 A
6001486 Varaprasad et al. Dec 1999 A
6009336 Harris et al. Dec 1999 A
6020704 Buschur Feb 2000 A
6049171 Stam et al. Apr 2000 A
6066933 Ponziana May 2000 A
6084519 Coulling et al. Jul 2000 A
6087953 DeLine et al. Jul 2000 A
6097023 Schofield et al. Aug 2000 A
6097024 Stam et al. Aug 2000 A
6116743 Hoek Sep 2000 A
6124647 Marcus et al. Sep 2000 A
6124886 DeLine et al. Sep 2000 A
6139172 Bos et al. Oct 2000 A
6144022 Tenenbaum et al. Nov 2000 A
6172613 DeLine et al. Jan 2001 B1
6175164 O'Farrell et al. Jan 2001 B1
6175300 Kendrick Jan 2001 B1
6176505 Capik et al. Jan 2001 B1
6198409 Schofield et al. Mar 2001 B1
6201642 Bos Mar 2001 B1
6222447 Schofield et al. Apr 2001 B1
6222460 DeLine et al. Apr 2001 B1
6243003 DeLine et al. Jun 2001 B1
6250148 Lynam Jun 2001 B1
6259412 Duroux Jul 2001 B1
6266082 Yonezawa et al. Jul 2001 B1
6266442 Laumeyer et al. Jul 2001 B1
6285393 Shimoura et al. Sep 2001 B1
6291906 Marcus et al. Sep 2001 B1
6292094 Deng et al. Sep 2001 B1
6294989 Schofield et al. Sep 2001 B1
6297781 Turnbull et al. Oct 2001 B1
6302545 Schofield et al. Oct 2001 B1
6310611 Caldwell Oct 2001 B1
6313454 Bos et al. Nov 2001 B1
6317057 Lee Nov 2001 B1
6320176 Schofield et al. Nov 2001 B1
6320282 Caldwell Nov 2001 B1
6326613 Heslin et al. Dec 2001 B1
6329925 Skiver et al. Dec 2001 B1
6333759 Mazzilli Dec 2001 B1
6341523 Lynam Jan 2002 B2
6353392 Schofield et al. Mar 2002 B1
6366213 DeLine et al. Apr 2002 B2
6370329 Teuchert Apr 2002 B1
6396397 Bos et al. May 2002 B1
6411204 Bloomfield et al. Jun 2002 B1
6411328 Franke et al. Jun 2002 B1
6420975 DeLine et al. Jul 2002 B1
6424273 Gutta et al. Jul 2002 B1
6428172 Hutzel et al. Aug 2002 B1
6430303 Naoi et al. Aug 2002 B1
6433676 DeLine et al. Aug 2002 B2
6433817 Guerra Aug 2002 B1
6442465 Breed et al. Aug 2002 B2
6480104 Wall et al. Nov 2002 B1
6483429 Yasui et al. Nov 2002 B1
6485155 Duroux et al. Nov 2002 B1
6497503 Dassanayake et al. Dec 2002 B1
6498620 Schofield et al. Dec 2002 B2
6513252 Schierbeek Feb 2003 B1
6516664 Lynam Feb 2003 B2
6523964 Schofield et al. Feb 2003 B2
6534884 Marcus et al. Mar 2003 B2
6539306 Turnbull Mar 2003 B2
6547133 Devries, Jr. et al. Apr 2003 B1
6553130 Lemelson et al. Apr 2003 B1
6559435 Schofield et al. May 2003 B2
6559761 Miller et al. May 2003 B1
6574033 Chui et al. Jun 2003 B1
6578017 Ebersole et al. Jun 2003 B1
6587573 Stam et al. Jul 2003 B1
6589625 Kothari et al. Jul 2003 B1
6593565 Heslin et al. Jul 2003 B2
6594583 Ogura et al. Jul 2003 B2
6611202 Schofield et al. Aug 2003 B2
6611610 Stam et al. Aug 2003 B1
6631994 Suzuki et al. Oct 2003 B2
6636258 Strumolo Oct 2003 B2
6648477 Hutzel et al. Nov 2003 B2
6650233 DeLine et al. Nov 2003 B2
6650455 Miles Nov 2003 B2
6672731 Schnell et al. Jan 2004 B2
6674562 Miles Jan 2004 B1
6678056 Downs Jan 2004 B2
6678614 McCarthy et al. Jan 2004 B2
6680792 Miles Jan 2004 B2
6690268 Schofield et al. Feb 2004 B2
6700605 Toyoda et al. Mar 2004 B1
6703925 Steffel Mar 2004 B2
6704621 Stein et al. Mar 2004 B1
6710908 Miles et al. Mar 2004 B2
6711474 Treyz et al. Mar 2004 B1
6714331 Lewis et al. Mar 2004 B2
6717610 Bos et al. Apr 2004 B1
6721659 Stopczynski Apr 2004 B2
6735506 Breed et al. May 2004 B2
6741377 Miles May 2004 B2
6744353 Sjonell Jun 2004 B2
6757109 Bos Jun 2004 B2
6762867 Lippert et al. Jul 2004 B2
6794119 Miles Sep 2004 B2
6795221 Urey Sep 2004 B1
6802617 Schofield et al. Oct 2004 B2
6806452 Bos et al. Oct 2004 B2
6806809 Lee et al. Oct 2004 B2
6822563 Bos et al. Nov 2004 B2
6823241 Shirato et al. Nov 2004 B2
6824281 Schofield et al. Nov 2004 B2
6831261 Schofield et al. Dec 2004 B2
6847487 Burgner Jan 2005 B2
6889161 Winner et al. May 2005 B2
6891563 Schofield et al. May 2005 B2
6909753 Meehan et al. Jun 2005 B2
6946978 Schofield Sep 2005 B2
6953253 Schofield et al. Oct 2005 B2
6959970 Tseng Nov 2005 B2
6968736 Lynam Nov 2005 B2
6975775 Rykowski et al. Dec 2005 B2
6999856 Lee et al. Feb 2006 B2
7005974 McMahon et al. Feb 2006 B2
7006127 Mizusawa et al. Feb 2006 B2
7038577 Pawlicki et al. May 2006 B2
7046448 Burgner May 2006 B2
7062300 Kim Jun 2006 B1
7065432 Moisei et al. Jun 2006 B2
7085637 Breed et al. Aug 2006 B2
7092548 Laumeyer et al. Aug 2006 B2
7116246 Winter et al. Oct 2006 B2
7123168 Schofield Oct 2006 B2
7133661 Hatae et al. Nov 2006 B2
7149613 Stam et al. Dec 2006 B2
7154385 Lee et al. Dec 2006 B2
7158015 Rao et al. Jan 2007 B2
7159890 Craig et al. Jan 2007 B2
7167796 Taylor et al. Jan 2007 B2
7195381 Lynam et al. Mar 2007 B2
7202776 Breed Apr 2007 B2
7224324 Quist et al. May 2007 B2
7227459 Bos et al. Jun 2007 B2
7227611 Hull et al. Jun 2007 B2
7249860 Kulas et al. Jul 2007 B2
7253723 Lindahl et al. Aug 2007 B2
7255451 McCabe et al. Aug 2007 B2
7311406 Schofield et al. Dec 2007 B2
7325934 Schofield et al. Feb 2008 B2
7325935 Schofield et al. Feb 2008 B2
7338177 Lynam Mar 2008 B2
7339149 Schofield et al. Mar 2008 B1
7344261 Schofield et al. Mar 2008 B2
7360932 Uken et al. Apr 2008 B2
7370983 DeWind et al. May 2008 B2
7388182 Schofield et al. Jun 2008 B2
7402786 Schofield et al. Jul 2008 B2
7423248 Schofield et al. Sep 2008 B2
7423821 Bechtel et al. Sep 2008 B2
7425076 Schofield et al. Sep 2008 B2
7459664 Schofield et al. Dec 2008 B2
7463137 Wishart et al. Dec 2008 B2
7483058 Frank et al. Jan 2009 B1
7526103 Schofield et al. Apr 2009 B2
7541743 Salmeen et al. Jun 2009 B2
7561181 Schofield et al. Jul 2009 B2
7616781 Schofield et al. Nov 2009 B2
7619508 Lynam et al. Nov 2009 B2
7633383 Dunsmoir et al. Dec 2009 B2
7639149 Katoh Dec 2009 B2
7676087 Dhua et al. Mar 2010 B2
7690737 Lu Apr 2010 B2
7720580 Higgins-Luthman May 2010 B2
7792329 Schofield et al. Sep 2010 B2
7843451 Lafon Nov 2010 B2
7855778 Yung et al. Dec 2010 B2
7859565 Schofield et al. Dec 2010 B2
7881496 Camilleri et al. Feb 2011 B2
7904222 Lee et al. Mar 2011 B2
7914187 Higgins-Luthman et al. Mar 2011 B2
7930160 Hosagrahara et al. Apr 2011 B1
8010252 Getman et al. Aug 2011 B2
8017898 Lu et al. Sep 2011 B2
8038166 Piesinger Oct 2011 B1
8063752 Oleg Nov 2011 B2
8094170 Kato et al. Jan 2012 B2
8098142 Schofield et al. Jan 2012 B2
8164628 Stein et al. Apr 2012 B2
8218007 Lee et al. Jul 2012 B2
8223204 Hahn Jul 2012 B2
8224031 Saito Jul 2012 B2
8260518 Englert Sep 2012 B2
8411998 Huggett et al. Apr 2013 B2
8755984 Rupp et al. Jun 2014 B2
8890670 Brey et al. Nov 2014 B2
8909426 Rhode et al. Dec 2014 B2
8930140 Trombley et al. Jan 2015 B2
9315212 Kyrtsos et al. Apr 2016 B1
9335162 Kyrtsos et al. May 2016 B2
9373044 Wallat et al. Jun 2016 B2
9374562 Trombley et al. Jun 2016 B2
9446713 Lu et al. Sep 2016 B2
9802542 Lu et al. Oct 2017 B2
10300855 Lu et al. May 2019 B2
10800332 Lu et al. Oct 2020 B2
20010001563 Tomaszewski May 2001 A1
20020113873 Williams Aug 2002 A1
20020145662 Mizusawa et al. Oct 2002 A1
20020145663 Mizusawa et al. Oct 2002 A1
20020149673 Hirama et al. Oct 2002 A1
20030133014 Mendoza Jul 2003 A1
20030160428 Lindell et al. Aug 2003 A1
20030222982 Hamdan et al. Dec 2003 A1
20040130441 Lee et al. Jul 2004 A1
20050074143 Kawai Apr 2005 A1
20050146607 Linn et al. Jul 2005 A1
20050219852 Stam et al. Oct 2005 A1
20050237385 Kosaka et al. Oct 2005 A1
20060018511 Stam et al. Jan 2006 A1
20060018512 Stam et al. Jan 2006 A1
20060050018 Hutzel et al. Mar 2006 A1
20060091813 Stam et al. May 2006 A1
20060098094 Lott May 2006 A1
20060103727 Tseng May 2006 A1
20060152351 Daura Luna et al. Jul 2006 A1
20060250501 Wildmann et al. Nov 2006 A1
20060261936 Widmann et al. Nov 2006 A1
20070104476 Yasutomi et al. May 2007 A1
20070109406 Schofield et al. May 2007 A1
20070120657 Schofield et al. May 2007 A1
20070242339 Bradley Oct 2007 A1
20070268118 Watanabe Nov 2007 A1
20080122597 Englander May 2008 A1
20080147321 Howard et al. Jun 2008 A1
20080158357 Connell et al. Jul 2008 A1
20080181488 Ishii et al. Jul 2008 A1
20080192132 Bechtel et al. Aug 2008 A1
20080231701 Greenwood et al. Sep 2008 A1
20090002487 Poulin Jan 2009 A1
20090005932 Lee et al. Jan 2009 A1
20090093928 Getman et al. Apr 2009 A1
20090113509 Tseng et al. Apr 2009 A1
20090143967 Lee et al. Jun 2009 A1
20090160987 Bechtel et al. Jun 2009 A1
20090190015 Bechtel et al. Jul 2009 A1
20090256938 Bechtel et al. Oct 2009 A1
20100039721 Lee et al. Feb 2010 A1
20100097519 Byrne et al. Apr 2010 A1
20110050903 Vorobiev Mar 2011 A1
20120016555 Ghneim Jan 2012 A1
20120045112 Lundblad et al. Feb 2012 A1
20120200706 Greenwood et al. Aug 2012 A1
20120229645 Yamada Sep 2012 A1
20120265416 Lu et al. Oct 2012 A1
20120271512 Rupp et al. Oct 2012 A1
20120287232 Natroshvili et al. Nov 2012 A1
20130021453 Gignac et al. Jan 2013 A1
20140085472 Lu et al. Mar 2014 A1
20140160276 Pliefke et al. Jun 2014 A1
20140200759 Lu et al. Jul 2014 A1
20140218506 Trombley et al. Aug 2014 A1
20150002670 Bajpai Jan 2015 A1
20160101810 Xu et al. Apr 2016 A1
Foreign Referenced Citations (12)
Number Date Country
59114139 Jul 1984 JP
6080953 May 1985 JP
6414700 Jan 1989 JP
4114587 Apr 1992 JP
05050883 Mar 1993 JP
6227318 Aug 1994 JP
0769125 Mar 1995 JP
07105496 Apr 1995 JP
2630604 Jul 1997 JP
200383742 Mar 2003 JP
2011014497 Feb 2011 WO
2012103193 Aug 2012 WO
Non-Patent Literature Citations (12)
Entry
J. Borenstein et al., “Where am I? Sensors and Method for Mobile Robot Positioning”, University of Michigan, Apr. 1996, pp. 2, 125-128.
Bow, Sing T., “Pattern Recognition and Image Preprocessing (Signal Processing and Communications)”, CRC Press, Jan. 15, 2002, pp. 557-559.
Vlacic et al., (Eds), “Intelligent Vehicle Technologies, Theory and Applications”, Society of Automotive Engineers Inc., edited by SAE International, 2001.
Van Leuven et al., “Real-Time Vehicle Tracking in Image Sequences”, IEEE, US, vol. 3, May 21, 2001, pp. 2049-2054, XP010547308.
Van Leeuwen et al., “Requirements for Motion Estimation in Image Sequences for Traffic Applications”, IEEE, US, vol. 1, May 24, 1999, pp. 145-150, XP010340272.
Van Leeuwen et al., “Motion Estimation with a Mobile Camera for Traffic Applications”, IEEE, US, vol. 1, Oct. 3, 2000, pp. 58-63.
Van Leeuwen et al., “Motion Interpretation for In-Car Vision Systems”, IEEE, US, vol. 1, Sep. 30, 2002, p. 135-140.
Pratt, “Digital Image Processing, Passage—ED.3”, John Wiley & Sons, US, Jan. 1, 2001, pp. 657-659, XP002529771.
Caup et al., “Video based trailer detection and articulation estimation” 2013.
Fintzel et al., “3D Vision System for Vehicles” 2003.
Heck et al., “Collision Mitigation for Crossing Traffic in Urban Scenarios” 2013.
Kwon et al., “Automatic Guideline Generation for Parking Assistance System Based on On-Screen Display” 2009.
Related Publications (1)
Number Date Country
20210023996 A1 Jan 2021 US
Provisional Applications (4)
Number Date Country
61868843 Aug 2013 US
61834128 Jun 2013 US
61758537 Jan 2013 US
61705877 Sep 2012 US
Continuations (4)
Number Date Country
Parent 16413698 May 2019 US
Child 16949053 US
Parent 15793133 Oct 2017 US
Child 16413698 US
Parent 15268941 Sep 2016 US
Child 15793133 US
Parent 14036723 Sep 2013 US
Child 15268941 US