This invention relates to object detection adjacent a motor vehicle as it travels along a highway, and more particularly relates to imaging systems that view the blind spot adjacent a vehicle and/or that view the lane adjacent the side of a vehicle and/or view the lane behind or forward the vehicle as it travels down a highway.
Camera-based systems have been proposed, such as in commonly assigned patent application Ser. No. 09/372,915, filed Aug. 12, 1999, now U.S. Pat. No. 6,396,397, the disclosure of which is hereby incorporated herein by reference, that detect and display the presence, position of, distance to and rate of approach of vehicles, motorcycles, bicyclists, and the like, approaching a vehicle such as approaching from behind to overtake in a side lane to the vehicle. The image captured by such vehicular image capture systems can be displayed as a real-time image or by icons on a video screen, and with distances, rates of approach and object identifiers being displayed by indicia and/or overlays, such as is disclosed in U.S. Pat. Nos. 5,670,935; 5,949,331 and 6,222,447, the disclosures of which are hereby incorporated herein by reference. Such prior art systems work well. However, it is desirable for a vehicle driver to have visual access to the full 360 degrees surrounding the vehicle. It is not uncommon, however, for a vehicle driver to experience blind spots due to the design of the vehicle bodywork, windows and the rearview mirror system. A blind spot commonly exists between the field of view available to the driver through the exterior rearview mirror and the driver's peripheral limit of sight. Blind Spot Detection Systems (BSDS), in which a specified zone, or set of zones in the proximity of the vehicle, is monitored for the presence of other road users or hazardous objects, have been developed. A typical BSDS may monitor at least one zone approximately one traffic lane wide on the left- or right-hand side of the vehicle, and generally from the driver's position to approximately 10 m rearward. The objective of these systems is to provide the driver an indication of the presence of other road users located in the targeted blind spot.
Imaging systems have been developed in the prior art, such as discussed above, to perform this function, providing a visual, audio or tactile warning to the driver should a lane change or merge maneuver be attempted when another road user or hazard is detected within the monitored zone or zones. These systems are typically used in combination with a system of rearview mirrors in order to determine if a traffic condition suitable for a safe lane change maneuver exists. They are particularly effective when the detected object is moving at a low relative velocity with reference to the detecting vehicle, since the detected object may spend long periods of time in the blind spot and the driver may lose track of surrounding objects. However, prior art systems are inadequate in many driving conditions.
Known lane departure warning systems typically rely on visually detecting markers on the road on both sides of the vehicle for lane center determination. These markers must be fairly continuous or frequently occurring and generally must exist on both sides of the vehicle for the lane center position to be determined. Failure to detect a marker usually means failure of the departure-warning algorithm to adequately recognize a lane change event.
The present invention provides a Lane Change Aid (LCA) system wherein the driver of a motor vehicle traveling along a highway is warned if any unsafe lane change or merge maneuver is attempted, regardless of information available through the vehicle's rearview mirror system. The Lane Change Aid (LCA) system of the present invention extends the detection capability of the blind spot detection systems of the prior art.
A vehicle lane change aid system, according to an aspect of the invention, includes a detector that is operative to detect the presence of another vehicle adjacent the vehicle, an indicator for providing an indication that a lane change maneuver of the equipped vehicle may affect the other vehicle and a control receiving movement information of the equipped vehicle. The control develops a position history of the equipped vehicle at least as a function of the movement information. The control compares the detected presence of the other vehicle with the position history and provides the indication when a lane change maneuver may affect the other vehicle.
A vehicle lane change aid system, according to an aspect of the invention, includes an imaging device for capturing lane edge images and a control that is responsive to an output of the imaging device to recognize lane edge positions. The control is operable to distinguish between certain types of lane markers. The control may distinguish between dashed-lane markers and non-dashed-line markers.
A vehicle lane change aid system, according to an aspect of the invention, includes an imaging device for capturing lane edge images and a control that is responsive to an output of the imaging device to recognize lane edge positions. The control is operative to determine that the vehicle has departed a lane. The control may notify the driver that a lane has been departed. The control may further include oncoming vehicle monitoring and side object detection.
A vehicle lane change aid system, according to an aspect of the invention, includes a forward-facing imaging device for capturing images of other vehicles and a control that is responsive to an output of the imaging device to determine an imminent collision with another vehicle. The control may include a wireless transmission channel to transmit a safety warning to the other vehicle. The control may also activate a horn or headlights of the equipped vehicle of an imminent collision.
These and other objects, advantages and features of this invention will become apparent upon review of the following specification in conjunction with the drawings.
Referring to the drawings and the illustrative embodiments depicted therein, a Lane Change Aid (LCA) system 12 of the present invention as illustrated with a vehicle 10 includes a control 18 and an indicator and/or display system 16 that warns a vehicle operator if an intended, or attempted, lane change maneuver could cause an approaching rearward vehicle to brake and decelerate at an unsafe rate, or that otherwise constitutes a highway hazard. In Lane Change Aid (LCA) system 12, the dimension, in the direction of travel, of a zone 20 to be monitored may be calculated based on an assumed maximum relative velocity between a detecting vehicle and an approaching rearward vehicle, and a safe braking and deceleration assumption. Depending on the assumptions made, the required detection zone may vary in length, such as extending rearward from 50 to 100 m, or more. At 100 m, the road curvature behind the vehicle may have a significant impact on the position of the lane of the detected vehicle, relative to the detecting vehicle. Since it is important to know which lane an approaching rearward vehicle is in, relative to the detecting vehicle, in order to provide the driver an appropriate warning, and to avoid many false warnings, the Lane Change Aid (LCA) system 12 includes developing and maintaining a lane position history 20 for the space rearward of the detecting vehicle.
By combining distance traveled with steering angle, the detecting vehicle path may be plotted. Details of the last approximately 100 m traveled are of value for lane change aids and may be stored by the Lane Change Aid (LCA) system. Data may be stored by several methods including the method described below.
Vehicle speed information in the Lane Change Aid (LCA) system 12 is typically derived from a wheel rotation sensor signal 24, which consists of a number of pulses, n, per revolution of the road wheel, and available on a vehicle data bus 26, such as a CAN or LIN bus, or the like. Sensing and signal detail may vary depending on vehicle design, but for any particular design, a distance, d, traveled between pulses can be established. Also, as each pulse is detected, the current value of the steering angle, +/−α, determined by a steering angle encoder 22 may be read from vehicle data bus 26. Again, the sensing and signal detail may vary depending on vehicle design, but, for any particular vehicle design, an effective turning radius, r, for the vehicle can be established.
Image-based blind spot detection devices and lane change aids, generally shown at 14, are but two of a variety of sensing devices and technologies and devices suitable for the purpose of monitoring the local environment in which a vehicle operates. Radar, infrared, sonar, and laser devices are all capable of interrogating the local environment for the presence of other road users or obstacles to be avoided. GPS systems can accurately determine the vehicle position on the earth's surface, and map data can provide detailed information of a mobile local environment. Other wireless communication systems 28 such as short-range wireless communication protocols, such as BLUETOOTH, can provide information such as the position of road works, lane restrictions, or other hazards, which can be translated by on-board vehicle electronics into position data relative to the vehicle position. Lane Change Aid (LCA) system 12 may integrate all the available information from a multiplicity of sensors including non-image-based detectors 14b, such as a radar sensor, such as a Doppler radar sensor, and at least one image-based detector 14a such as a CMOS video camera imaging sensor, and converts the various sensor outputs into a single database with a common format, so that data from various sources, such as a Doppler radar source and a video camera source, may be easily compared, combined and maintained.
Consider a spherical space of radius R, and center (x, y, z)=(0, 0, 0) in Cartesian coordinates or (r, θ, β=(0,0,0)) in polar coordinates. It is convenient to describe the space in both coordinate systems since several operations will be used to fill the data space and to maintain it and a choice of systems allows for efficient computation methods. Let the center of this space (0, 0, 0) be at the center of the vehicle's rear axle, or nominal rear axle described by the line which passes through the center of the two rear non-steering wheels. Let the horizontal centerline of the vehicle, in the primary direction of travel, lie on (x, 0, 0), such that positive x values describe the space forward of the center of the vehicle's rear axle. Let the rear axle coincide with (0, y, 0), such that positive values of y describe the space to the right of the vehicle centerline when looking forward. (R, 90, 0) describes the positive y axis. Let positive z values describe the space above the centerline of the rear axle. (R, 0, 90) describes the positive z axis. This “sphere of awareness” 20 moves with the vehicle as it moves through space and provides a common frame of reference for all sensed or otherwise derived data concerning the vehicle's local environment.
For the purpose of storing vehicle path data, which may be used to improve the performance of lane change aid 12, the discussion may be simplified by considering only the horizontal plane. The use of polar coordinates simplifies operations used in this application. The first data point, as the vehicle starts with no history, is at point (0, 0). The steering angle is read from the data bus and stored as α0. When wheel rotation pulse, p1 is detected, steering angle α1 is recorded. Since the distance traveled between wheel pulses is known to be d, a new position for the previous data point can be calculated as ([2(1−Cos α0)]½, (180+α1)). This point is stored and recorded as historical vehicle path data. When pulse p2 is detected, the above calculation is repeated to yield ([2(1−Cos α1)]½, (180+α1)) as the new position for the previous data point. This requires the repositioning of the original data to ([2(1−Cos α0)]½+[2(1−Cos α1)]½, [(180+α0)+α1]). This process is continued until the distance from the vehicle, R, reaches the maximum required value, such as 100 m in the case of a lane change aid. Data beyond this point is discarded. Thus, a continuous record of the vehicle path for the last 100 m, or whatever distance is used, may be maintained. By maintaining a running record of the path traveled, rearward approaching vehicles detected by a lane change aid image analysis system may be positioned relative to that path as can be seen by comparing the other vehicle 40 in
Lane change aid system 12 may include a controller, such as a microprocessor including a digital signal processor microcomputer of CPU speed at least about 5 MIPS, more preferably at least about 12 MIPS and most preferably at least about 30 MIPS, that processes inputs from multiple cameras 14a and other sensors 14b and that includes a vehicle path history function whereby, for example, an object, such as a rear-approaching car or motorcycle or truck, or the like, is selected and its presence highlighted to the driver's attention, such as by icons on a dashboard or interior mirror-mounted display, based on the recent history of the side and rear lanes that the host vehicle equipped with the controller of this invention has recently traveled in. An example is over a previous interval of about 60 seconds or less, or over a longer period such as about 3 minutes or more. The vehicle path history function works to determine the lane positioning of an approaching other vehicle, and whether the host vehicle is traveling on, or has recently traveled on, a straight road as illustrated in
Control 18 may comprise a central video processor module such as is disclosed in commonly assigned provisional patent application Ser. No. 60/309,023, filed Jul. 31, 2001, and utility patent application filed concurrently herewith, now U.S. patent application Ser. No. 10/209,181, filed Jul. 31, 2002, and published Feb. 6, 2003 as U.S. Publication No. US 2003/0025793, the disclosures of which are hereby incorporated herein by reference. Such video processor module operates to receive multiple image outputs from vehicle-mounted cameras, such as disclosed in commonly assigned patent application Ser. No. 09/793,002, filed Feb. 26, 2001, now U.S. Pat. No. 6,690,268, the disclosure of which is hereby incorporated herein by reference, and integrates these in a central processing module to allow reaction to the local vehicle environment. Optionally, and when bandwidth limitations exist that limit the ability to send raw image data, particularly high-resolution images, from a remote camera to a central processing unit across robust transmission means, such as a fiber-optic cable or a high-density wireless link, distributed processing can occur, at least local to some of the image capture sensors. In such an at least partial distributed processing environment, the local processors are adapted to preprocess images captured by the local camera or cameras and any other device such as a Doppler radar sensor viewing a blind spot in an adjacent side lane and to format this preprocessed data into a standard format and transmit this standard formatted data. The data can be transmitted via a wired network or a wireless network or over a vehicle bus system, such as a CAN bus and/or a LIN bus, or the like, to the central processor for effective, centralized mapping and combination of the total local environment around the vehicle. This provides the driver with a display of what is happening in both the right and the left side lanes, and in the lane that the host vehicle is itself traveling in.
In this regard, the vehicle can be provided with a dedicated bus and central processor, as described above, for providing a vehicle environment awareness, which can be both internal such as might be provided by interior cabin or trunk monitors/sensors that determine occupant presence, head position and/or movement, eye movement, air bag deployment, microphone aiming, seat positioning, air conditioning and/or heating targeting, audio controls, and the like, or can be external to the vehicle such as in blind spot detecting or lane change detecting. The present invention includes provision of an automatic environment awareness function that comprises automatic gathering of sensor-derived data collection and transmission in a standard format via a vehicle bus network, the data including data relating to the vehicle environment such as the exterior environment, for example, the presence of rear-approaching traffic in side and rear lanes to the host vehicle as captured by rear-facing CMOS or CCD cameras on the side of the host vehicle, such as included in a side view mirror assembly on either or both sides of the host vehicle and/or as detected by a rear lane/side lane-viewing Doppler radar sensor, and preferably includes processing in a central video processing unit.
The information relating to the external environment can be relayed/displayed to the driver in a variety of ways. For example, a blind-spot vehicle-presence indication can be displayed adjacent the exterior mirror assembly, such as inside the vehicle cabin local to where the exterior mirror assembly is attached to the vehicle door so that the indicator display used, typically an LED flashing light source, or the like, is visible to the driver but not visible to any traffic/drivers exterior to the vehicle, but is cognitively associated with the side of the vehicle to which that particular nearby exterior mirror is attached to, and as disclosed in commonly assigned U.S. Pat. Nos. 5,786,772; 5,929,786 and 6,198,409, the disclosures of which are hereby incorporated herein by reference. Optionally, a vibration transducer can be included in the steering wheel that trembles or otherwise vibrates to tactilely warn the driver of the presence of an overtaking vehicle in a side lane that the driver is using the steering wheel to turn the driver's vehicle into where an overtaking or following vehicle may constitute a collision hazard. Hazard warnings can be communicated to the driver by voice commands and/or audible warnings, and/or by heads-up-displays. The coordinate scheme for data collection of the present invention enables an improved blind spot and/or lane change detection system for vehicles and particularly in busy traffic on a winding, curved road.
The present invention includes the fusion of outputs from video and non-video sensors, such as, for example, a CMOS video camera sensor and a Doppler radar sensor, to allow all-weather and visibility side object detection. The present invention includes the fusion of outputs from video and non-video sensors, such as, for example, a CMOS video camera sensor and a Doppler radar sensor, to allow all-weather and visibility side object detection. The present invention can be utilized in a variety of applications such as disclosed in commonly assigned U.S. Pat. Nos. 5,670,935; 5,949,331; 6,222,447; 6,201,642; 6,097,023; 5,715,093; 5,796,094 and 5,877,897 and commonly assigned U.S. patent application Ser. No. 09/793,002 filed Feb. 26, 2001, now U.S. Pat. No. 6,690,268, Ser. No. 09/372,915, filed Aug. 12, 1999, now U.S. Pat. No. 6,396,397, Ser. No. 09/767,939, filed Jan. 23, 2001, now U.S. Pat. No. 6,590,719, Ser. No. 09/776,625, filed Feb. 5, 2001, now U.S. Pat. No. 6,611,202, Ser. No. 09/799,993, filed Mar. 6, 2001, now U.S. Pat. No. 6,538,827, Ser. No. 09/493,522, filed Jan. 28, 2000, now U.S. Pat. No. 6,426,492, Ser. No. 09/199,907, filed Nov. 25, 1998, now U.S. Pat. No. 6,717,610, Ser. No. 08/952,026, filed Nov. 19, 1997, now U.S. Pat. No. 6,498,620, Ser. No. 09/227,344, filed Jan. 8, 1999, now U.S. Pat. No. 6,302,545, International Publication No. WO 96/38319, published Dec. 5, 1996, and International Publication No. WO 99/23828, published May 14, 1999, the disclosures of which are collectively incorporated herein by reference.
Lane change aid system 12 may include a lane marker type recognition algorithm, or capability 32. Lane marker type recognition capability 32 utilizes classifying lane markers as one of many specific types for the purpose of interpreting the original purpose of the lane marker and issuing reliable and meaningful warnings based on this interpretation. As an example, a double line on the left side of a left-hand drive vehicle typically indicates a no-encroachment zone or no passing zone. A solid line with adjacent dashed line will indicate either an ability to pass safely if the dashed line is on the near side of the solid line or a do not encroach zone if the dashed line is on the far side of the solid line. Road edges can be distinctly recognized and classified as no-encroachment zones. Conversely, dashed lines may have no significance to lane departure warning algorithms since they merely indicate lane edge positions. Recognizing dashed lines as such gives the ability to not initiate nuisance warnings. The recognition algorithm can further be enhanced by recognizing road features when lane markers are too weak or missing. Features, such as curbs, road seams, grease or rubber slicks, road signs, vehicles in same, neighboring, and/or opposing lanes when recognized, could be used to interpret lane-vehicle positioning and issue intelligent warning alerts to the driver. Fewer false or nuisance type warnings with improved real warning functionality and speed can be realized with this improvement. Operation under difficult lighting and environmental conditions can be extended.
Note that collision avoidance functionality 34 can optionally be achieved using a forward-facing camera 14a in the present invention. For example, should the forward-looking camera detect an oncoming car likely to collide with the vehicle equipped with the present invention, or if another vehicle tries to pull in front of it, the system of the present invention can issue a warning (visual and/or audible) to one or both drivers involved. Such warning can be flash headlights and/or sound car horn. Similarly, the system can detect that the driver of the vehicle equipped with the present invention is failing to recognize a stop sign and/or a signal light, or some other warning sign and the driver can be warned visually, such as with a warning light at the interior mirror in the vehicle cabin, or audibly, such as via a warning beeper, or tactilely, such as via a rumble/vibration transducer that vibrates the steering wheel to alert the driver of a potential hazard.
System 12 may also include a lane departure warning algorithm, or system 36. For example, when a left-hand drive vehicle equipped with system 10 is making a left-hand turn generally across a line on the road. System 36 can monitor for a lane crossing and combine it with detection of an oncoming vehicle. The system 12 may also calculate closing speed for warning of potential impact of closing vehicles.
Also, the vehicle can be provided on its front fender or elsewhere at the front of the vehicle with a side-looking camera as an image-based detector 14a operable to warn the driver when he/she is making a left turn across lanes of traffic coming from his/her left (left-side warning) and then again when he/she is about to enter traffic lanes with traffic coming from his right (right-side warning). While executing this turn, the system of the present invention may utilize the detection of the lane markers when the driver's car is about to enter the specific lane combined with oncoming vehicle detection as a means of predictive warning before he actually enters the danger zone.
System 12 is also capable of performing one or more vehicle functions 30. For example, should the lane departure warning system 36 detect that the vehicle equipped with the system is intending to make or is making a lane change and the driver has neglected to turn on the appropriate turn signal indicators, then the system performs a vehicle function 30 of automatically turning on the turn signals on the appropriate side of the vehicle.
The lane departure warning system 36 of the present invention is operable to differentiate between solid and dashed lines and double lines on the road being traveled. Also, should the vehicle be equipped with a side object detection (SOD) system such as a Doppler radar unit or a camera vision side object detection system that detects the presence of overtaking vehicles in the adjacent side lane, then the SOD system can work in conjunction with the lane departure warning system such that as the lane departure system detects that the driver is making a lane change into a side lane when the SOD system detects an overtaking vehicle in that same side lane, then the driver is alerted and warned of the possible hazard, such as by a visual, audible and/or tactile alert.
As indicated above, the forward-facing camera can include stoplight or sign detection, and the system can further include a broadcast with wireless communication system 28 on a safety warning band when the forward-facing camera detects the stoplight or sign and determines the vehicle is not going to stop based on current speed and deceleration. This would warn crossing drivers of an unsafe condition. Such alerts can dynamically vary depending on road surface conditions (wet, snow, ice, etc.) as visually detected and determined by the forward-facing, road-monitoring camera. For example, wet or snowy roads would change the distance and/or speed at which it would warn based on camera vision recognition of stoplights and/or stop signs. When approaching a stoplight when it changes or the vehicle does not slow down for the light after the driver was warned, the system can blow the horn and/or flash the lights to warn vehicles at the stoplight of the oncoming vehicle. The car may also broadcast one of the safety alerts radar detectors pick up.
Changes and modifications in the specifically described embodiments can be carried out without departing from the principles of the invention, which is intended to be limited only by the scope of the appended claims, as interpreted according to the principles of patent law including the doctrine of equivalents.
This application is a continuation of U.S. patent application Ser. No. 15/289,341, filed Oct. 10, 2016, now U.S. Pat. No. 10,099,610, which is a continuation of U.S. patent application Ser. No. 14/997,831, filed Jan. 18, 2016, now U.S. Pat. No. 9,463,744, which is a continuation of U.S. patent application Ser. No. 13/919,483, filed Jun. 17, 2013, now U.S. Pat. No. 9,245,448, which is a continuation of U.S. patent application Ser. No. 12/483,996, filed Jun. 12, 2009, now U.S. Pat. No. 8,466,806, which is a continuation of U.S. patent application Ser. No. 12/058,155, filed Mar. 28, 2008, now U.S. Pat. No. 7,551,103, which is a continuation of U.S. patent application Ser. No. 11/735,782, filed Apr. 16, 2007, now U.S. Pat. No. 7,355,524, which is a continuation of U.S. patent application Ser. No. 11/108,474, filed Apr. 18, 2005, now U.S. Pat. No. 7,205,904, which is a continuation of U.S. patent application Ser. No. 10/209,173, filed on Jul. 31, 2002, now U.S. Pat. No. 6,882,287, which claims priority from U.S. provisional application Ser. No. 60/309,022, filed on Jul. 31, 2001, the disclosures of which are hereby incorporated herein by reference in their entireties.
Number | Name | Date | Kind |
---|---|---|---|
4200361 | Malvano | 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 |
4254931 | Aikens | Mar 1981 | A |
4266856 | Wainwright | May 1981 | A |
4277804 | Robison | Jul 1981 | A |
4281898 | Ochiai | Aug 1981 | A |
4288814 | Talley et al. | Sep 1981 | A |
4348652 | Barnes et al. | Sep 1982 | 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 | 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 |
4521804 | Bendell | Jun 1985 | A |
4529275 | Ballmer | Jul 1985 | A |
4529873 | Ballmer | Jul 1985 | A |
4532550 | Bendell et al. | Jul 1985 | A |
4546551 | Franks | Oct 1985 | A |
4549208 | Kamejima et al. | Oct 1985 | A |
4571082 | Downs | Feb 1986 | A |
4572619 | Reininger | Feb 1986 | A |
4580875 | Bechtel | Apr 1986 | A |
4600913 | Caine | Jul 1986 | A |
4603946 | Kato | Aug 1986 | A |
4614415 | Hyatt | Sep 1986 | A |
4620141 | McCumber et al. | Oct 1986 | A |
4623222 | Itoh | Nov 1986 | A |
4626850 | Chey | Dec 1986 | A |
4629941 | Ellis | Dec 1986 | A |
4630109 | Barton | Dec 1986 | A |
4632509 | Ohmi | Dec 1986 | A |
4638287 | Umebayashi et al. | Jan 1987 | A |
4645975 | Meitzler et al. | Feb 1987 | A |
4647161 | Müller | Mar 1987 | A |
4653316 | Fukuhara | Mar 1987 | A |
4669825 | Itoh | Jun 1987 | A |
4669826 | Itoh | Jun 1987 | A |
4671615 | Fukada | Jun 1987 | A |
4672457 | Hyatt | Jun 1987 | A |
4676601 | Itoh | Jun 1987 | A |
4690508 | Jacob | Sep 1987 | A |
4692798 | Seko et al. | Sep 1987 | A |
4697883 | Suzuki | Oct 1987 | A |
4701022 | Jacob | Oct 1987 | A |
4713685 | Nishimura et al. | Dec 1987 | A |
4717830 | Botts | Jan 1988 | A |
4727290 | Smith | Feb 1988 | A |
4731669 | Hayashi et al. | Mar 1988 | A |
4741603 | Miyagi | May 1988 | A |
4758883 | Kawahara et al. | Jul 1988 | A |
4768135 | Kretschmer et al. | Aug 1988 | A |
4772942 | Tuck | Sep 1988 | A |
4789904 | Peterson | Dec 1988 | A |
4793690 | Gahan | Dec 1988 | A |
4817948 | Simonelli | Apr 1989 | A |
4820933 | Hong | Apr 1989 | A |
4825232 | Howdle | Apr 1989 | A |
4838650 | Stewart | Jun 1989 | A |
4847772 | Michalopoulos 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 | 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 | 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 | 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 |
4975703 | Delisle et al. | Dec 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 |
5075768 | Wirtz et al. | 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 | Sep 1992 | A |
5166681 | Bottesch et al. | Nov 1992 | A |
5168378 | Black | Dec 1992 | A |
5170374 | Shimohigashi et al. | Dec 1992 | A |
5172235 | Wilm et al. | Dec 1992 | A |
5177606 | Koshizawa | Jan 1993 | 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 | Mar 1993 | A |
5204778 | Bechtel | Apr 1993 | A |
5208701 | Maeda | May 1993 | A |
5225827 | Persson | Jul 1993 | A |
5245422 | Borcherts et al. | Sep 1993 | A |
5253109 | O'Farrell | 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 |
5339075 | Abst et al. | 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 |
5434927 | Brady 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 |
5457493 | Leddy et al. | Oct 1995 | A |
5461357 | Yoshioka et al. | Oct 1995 | A |
5461361 | Moore | Oct 1995 | A |
5467284 | Yoshioka et al. | Nov 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 | Iino | Apr 1996 | A |
5515448 | Nishitani | 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 |
5539397 | Asanuma 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 |
5612883 | Shaffer et al. | Mar 1997 | A |
5614788 | Mullins | Mar 1997 | A |
5619370 | Guinosso | Apr 1997 | A |
5634709 | Iwama | Jun 1997 | A |
5642299 | Hardin et al. | Jun 1997 | A |
5646612 | Byon | Jul 1997 | A |
5648835 | Uzawa | Jul 1997 | A |
5650944 | Kise | Jul 1997 | A |
5660454 | Mori et al. | Aug 1997 | A |
5661303 | Teder | Aug 1997 | A |
5666028 | Bechtel et al. | Sep 1997 | A |
5668663 | Varaprasad et al. | Sep 1997 | A |
5670935 | Schofield et al. | Sep 1997 | A |
5673019 | Dantoni | Sep 1997 | A |
5675489 | Pomerleau | Oct 1997 | A |
5677851 | Kingdon et al. | Oct 1997 | A |
5680123 | Lee | Oct 1997 | A |
5699044 | Van Lente et al. | Dec 1997 | A |
5699057 | Ikeda et al. | Dec 1997 | A |
5715093 | Schierbeek et al. | Feb 1998 | A |
5724187 | Varaprasad et al. | Mar 1998 | A |
5724316 | Brunts | Mar 1998 | A |
5737226 | Olson et al. | Apr 1998 | A |
5757949 | Kinoshita et al. | May 1998 | A |
5760826 | Nayer | 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 |
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 |
5896085 | Mori et al. | Apr 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 |
5949331 | Schofield et al. | Sep 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 |
6031484 | Bullinger et al. | Feb 2000 | A |
6037860 | Zander et al. | Mar 2000 | A |
6037975 | Aoyama | Mar 2000 | A |
6049171 | Stam et al. | Apr 2000 | A |
6057754 | Kinoshita et al. | May 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 |
6107939 | Sorden | 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 |
6151539 | Bergholz 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 |
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 |
6226592 | Luckscheiter | May 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 |
6278377 | DeLine et al. | Aug 2001 | B1 |
6281806 | Smith et al. | Aug 2001 | B1 |
6285393 | Shimoura et al. | Sep 2001 | B1 |
6291906 | Marcus et al. | Sep 2001 | B1 |
6292752 | Franke 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 |
6311119 | Sawamoto et al. | Oct 2001 | B2 |
6313454 | Bos et al. | Nov 2001 | B1 |
6317057 | Lee | Nov 2001 | B1 |
6320176 | Schofield et al. | Nov 2001 | B1 |
6320282 | Caldwell | Nov 2001 | B1 |
6324450 | Iwama | 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 |
6360170 | Ishikawa | Mar 2002 | B1 |
6362729 | Hellmann et al. | Mar 2002 | B1 |
6363326 | Scully | Mar 2002 | B1 |
6366213 | DeLine et al. | Apr 2002 | B2 |
6366236 | Farmer et al. | Apr 2002 | B1 |
6370329 | Teuchert | Apr 2002 | B1 |
6388565 | Bernhard et al. | May 2002 | B1 |
6388580 | Graham et al. | May 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 |
6441748 | Takagi et al. | Aug 2002 | B1 |
6442465 | Breed et al. | Aug 2002 | B2 |
6477464 | McCarthy et al. | Nov 2002 | B2 |
6485155 | Duroux et al. | Nov 2002 | B1 |
6497503 | Dassanayake et al. | Dec 2002 | B1 |
6498620 | Schofield et al. | Dec 2002 | B2 |
6502035 | Levine | Dec 2002 | B2 |
6513252 | Schierbeek et al. | 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 |
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 |
6627918 | Getz et al. | Sep 2003 | B2 |
6631316 | Stam et al. | Oct 2003 | B2 |
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 |
6683969 | Nishigaki et al. | Jan 2004 | B1 |
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 |
6728623 | Takenaga et al. | Apr 2004 | B2 |
6735506 | Breed et al. | May 2004 | B2 |
6741377 | Miles | May 2004 | B2 |
6744353 | Sjönell | Jun 2004 | B2 |
6757109 | Bos | Jun 2004 | B2 |
6762867 | Lippert et al. | Jul 2004 | B2 |
6784828 | Delcheccolo et al. | Aug 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 |
6813370 | Arai | Nov 2004 | B1 |
6822563 | Bos et al. | Nov 2004 | B2 |
6823241 | Shirato et al. | Nov 2004 | B2 |
6824281 | Schofield | Nov 2004 | B2 |
6831261 | Schofield et al. | Dec 2004 | B2 |
6847487 | Burgner | Jan 2005 | B2 |
6873253 | Veriris | Mar 2005 | B2 |
6882287 | Schofield | Apr 2005 | B2 |
6888447 | Hori et al. | May 2005 | B2 |
6889161 | Winner et al. | May 2005 | B2 |
6891563 | Schofield et al. | May 2005 | B2 |
6906639 | Lemelson et al. | Jun 2005 | B2 |
6909753 | Meehan et al. | Jun 2005 | B2 |
6946978 | Schofield | Sep 2005 | B2 |
6953253 | Schofield et al. | Oct 2005 | B2 |
6968736 | Lynam | Nov 2005 | B2 |
6975775 | Rykowski et al. | Dec 2005 | B2 |
7004593 | Weller et al. | Feb 2006 | B2 |
7004606 | Schofield | Feb 2006 | B2 |
7005974 | McMahon et al. | Feb 2006 | B2 |
7038577 | Pawlicki et al. | May 2006 | B2 |
7046448 | Burgner | May 2006 | B2 |
7062300 | Kim | Jun 2006 | B1 |
7065432 | Moisel 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 |
7167796 | Taylor et al. | Jan 2007 | B2 |
7195381 | Lynam et al. | Mar 2007 | B2 |
7202776 | Breed | Apr 2007 | B2 |
7205904 | Schofield | 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 |
7355524 | Schofield | Apr 2008 | B2 |
7360932 | Uken et al. | Apr 2008 | B2 |
7370983 | DeWind et al. | May 2008 | B2 |
7375803 | Bamji | May 2008 | B1 |
7380948 | Schofield et al. | Jun 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 |
7526103 | Schofield et al. | Apr 2009 | B2 |
7541743 | Salmeen et al. | Jun 2009 | B2 |
7551103 | Schofield | Jun 2009 | B2 |
7561181 | Schofield et al. | Jul 2009 | B2 |
7565006 | Stam 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 |
7655894 | Schofield et al. | Feb 2010 | B2 |
7676087 | Dhua et al. | Mar 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 |
7877175 | Higgins-Luthman | Jan 2011 | B2 |
7881496 | Camilleri | Feb 2011 | B2 |
7914187 | Higgins-Luthman et al. | Mar 2011 | B2 |
7930160 | Hosagrahara et al. | Apr 2011 | B1 |
7991522 | Higgins-Luthman | Aug 2011 | B2 |
7994462 | Schofield et al. | Aug 2011 | B2 |
8017898 | Lu et al. | Sep 2011 | B2 |
8095310 | Taylor et al. | Jan 2012 | B2 |
8098142 | Schofield et al. | Jan 2012 | B2 |
8203440 | Schofield et al. | Jun 2012 | B2 |
8222588 | Schofield et al. | Jul 2012 | B2 |
8224031 | Saito | Jul 2012 | B2 |
8314689 | Schofield et al. | Nov 2012 | B2 |
8324552 | Schofield et al. | Dec 2012 | B2 |
8386114 | Higgins-Luthman et al. | Feb 2013 | B2 |
8466806 | Schofield | Jun 2013 | B2 |
9245448 | Schofield et al. | Jan 2016 | B2 |
9463744 | Schofield | Oct 2016 | B2 |
1009961 | Schofield | Oct 2018 | A1 |
10099610 | Schofield | Oct 2018 | B2 |
20010031068 | Ohta | Oct 2001 | A1 |
20010034575 | Takenaga et al. | Oct 2001 | A1 |
20010056326 | Kirmura | Dec 2001 | A1 |
20020005778 | Breed | Jan 2002 | A1 |
20020113873 | Williams | Aug 2002 | A1 |
20020116126 | Lin | Aug 2002 | A1 |
20020159270 | Lynam et al. | Oct 2002 | A1 |
20030016143 | Ghazarian | Jan 2003 | A1 |
20030025597 | Schofield | Feb 2003 | A1 |
20030137586 | Lewellen | Jul 2003 | A1 |
20030222982 | Hamdan et al. | Dec 2003 | A1 |
20040016870 | Pawlicki et al. | Jan 2004 | A1 |
20040164228 | Fogg et al. | Aug 2004 | A1 |
20050046978 | Schofield et al. | Mar 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 |
20060103727 | Tseng | May 2006 | A1 |
20060250501 | Wildmann 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 |
20080147321 | Howard et al. | Jun 2008 | A1 |
20080192132 | Bechtel et al. | Aug 2008 | A1 |
20090113509 | Tseng et al. | Apr 2009 | A1 |
20090160987 | Bechtel et al. | Jun 2009 | A1 |
20090190015 | Bechtel et al. | Jul 2009 | A1 |
20090256938 | Bechtel et al. | Oct 2009 | A1 |
20120045112 | Lundblad et al. | Feb 2012 | A1 |
Number | Date | Country |
---|---|---|
0353200 | Jan 1990 | EP |
0426503 | May 1991 | EP |
0492591 | Jul 1992 | EP |
0640903 | Mar 1995 | EP |
0788947 | Aug 1997 | EP |
1074430 | Feb 2001 | EP |
59114139 | Jul 1984 | JP |
6079889 | May 1985 | JP |
6080953 | May 1985 | JP |
6272245 | May 1987 | JP |
S62131837 | Jun 1987 | JP |
6414700 | Jan 1989 | JP |
03099952 | Apr 1991 | JP |
4114587 | Apr 1992 | JP |
H04127280 | Apr 1992 | JP |
0577657 | Mar 1993 | JP |
05050883 | Mar 1993 | JP |
5213113 | Aug 1993 | JP |
6227318 | Aug 1994 | JP |
06267304 | Sep 1994 | JP |
06276524 | Sep 1994 | JP |
06295601 | Oct 1994 | JP |
07004170 | Jan 1995 | JP |
0732936 | Feb 1995 | JP |
0747878 | Feb 1995 | JP |
07052706 | Feb 1995 | JP |
0769125 | Mar 1995 | JP |
07105496 | Apr 1995 | JP |
2630604 | Jul 1997 | JP |
200274339 | Mar 2002 | JP |
2003083742 | Mar 2003 | JP |
20041658 | Jan 2004 | JP |
WO1994019212 | Feb 1994 | WO |
WO1996038319 | Dec 1996 | WO |
Entry |
---|
Achler et al., “Vehicle Wheel Detector using 2D Filter Banks,” IEEE Intelligent Vehicles Symposium of Jun. 2004. |
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. |
Broggi et al., “Automatic Vehicle Guidance: The Experience of the ARGO Vehicle”, World Scientific Publishing Co., 1999. |
Broggi et al., “Multi-Resolution Vehicle Detection using Artificial Vision,” IEEE Intelligent Vehicles Symposium of Jun. 2004. |
Kastrinaki et al., “A survey of video processing techniques for traffic applications”. |
Mei Chen et al., AURORA: A Vision-Based Roadway Departure Warning System, The Robotics Institute, Carnegie Mellon University, published Aug. 9, 1995. |
Parker (ed.), McGraw-Hill Dictionary of Scientific and Technical Terms Fifth Edition (1993). |
Philomin et al., “Pedestrain Tracking from a Moving Vehicle”. |
Pratt, “Digital Image Processing, Passage—ED.3”, John Wiley & Sons, US, Jan. 1, 2001, pp. 657-659, XP002529771. |
Sun et al., “On-road vehicle detection using optical sensors: a review”. |
Tokimaru et al., “CMOS Rear-View TV System with CCD Camera”, National Technical Report vol. 34, No. 3, pp. 329-336, Jun. 1988 (Japan). |
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. |
Van Leeuwen 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. |
Vellacott, Oliver, “CMOS in Camera,” IEE Review, pp. 111-114 (May 1994). |
Vlacic et al., (Eds), “Intelligent Vehicle Tecnologies, Theory and Applications”, Society of Automotive Engineers Inc., edited by SAE International, 2001. |
Wang et al., CMOS Video Cameras, article, 1991, 4 pages, University of Edinburgh, UK. |
Zheng et al., “An Adaptive System for Traffic Sign Recognition,” IEEE Proceedings of the Intelligent Vehicles '94 Symposium, pp. 165-170 (Oct. 1994). |
Number | Date | Country | |
---|---|---|---|
20190039516 A1 | Feb 2019 | US |
Number | Date | Country | |
---|---|---|---|
60309022 | Jul 2001 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 15289341 | Oct 2016 | US |
Child | 16157226 | US | |
Parent | 14997831 | Jan 2016 | US |
Child | 15289341 | US | |
Parent | 13919483 | Jun 2013 | US |
Child | 14997831 | US | |
Parent | 12483996 | Jun 2009 | US |
Child | 13919483 | US | |
Parent | 12058155 | Mar 2008 | US |
Child | 12483996 | US | |
Parent | 11735782 | Apr 2007 | US |
Child | 12058155 | US | |
Parent | 11108474 | Apr 2005 | US |
Child | 11735782 | US | |
Parent | 10209173 | Jul 2002 | US |
Child | 11108474 | US |