Laser-based speed determination device for use in a moving vehicle

Information

  • Patent Grant
  • 9134338
  • Patent Number
    9,134,338
  • Date Filed
    Tuesday, November 5, 2013
    11 years ago
  • Date Issued
    Tuesday, September 15, 2015
    9 years ago
Abstract
A method of laser-based speed determination includes determining, via a digital scan of a field of view, a location of a target, directing, via a laser-aiming device, a laser from a laser device to the determined location, and determining a speed of the target via light reflected from the target to the laser device.
Description
BACKGROUND

1. Technical Field


This application relates generally to speed-determination devices and more particularly, but not by way of limitation, to systems and methods for laser-based speed-determination.


2. Background


The use of speed-determination devices in law enforcement has been known for many years. Initially, most speed-detection systems required a patrol officer to be stationary, which placed the patrol officer at a significant disadvantage when attempting to pull over a speeding vehicle. In recent years, various attempts have been made to develop speed-detection systems that can be used in moving vehicles.


Most current commercially available speed-detection devices utilize radar. Radar can be used to measure ground speed as well as closure rate of a target vehicle, thereby allowing speed measurement from a moving vehicle. However, radar suffers from many limitations involving inaccurate target identification. Radar-based devices typically display a speed for either the fastest vehicle or the vehicle reflecting the strongest signal; it is then up to the patrol officer to determine what he believes to be the target for which the speed is being displayed.


Laser-based devices have also been developed for use in speed-determination. Laser exhibits many improvements over radar in the area of target identification. However, laser also suffers from a limitation that it requires the patrol officer to be stationary and has not been successfully applied to a moving vehicle.


SUMMARY OF THE INVENTION

A method of laser-based speed determination includes determining, via a digital scan of a field of view, a location of a target, directing, via a laser-aiming device, a laser from a laser device to the determined location, and determining a speed of the target via light reflected from the target to the laser device.


A laser-based speed-determination system includes a laser device, a laser-aiming device coupled to the laser device, and a processing device in communication with the laser device and the laser-aiming device. The processing device is adapted to execute instructions to determine, via a digital scan of a field of view, a location of a target, cause, via the laser-aiming device, a laser to be directed from the laser device to the determined location, and determine a speed of the target, the speed being determined via light reflected from the target to the laser device.





BRIEF DESCRIPTION OF THE DRAWINGS

A more complete understanding of various embodiments of the present invention may be obtained by reference to the following Detailed Description when taken in conjunction with the accompanying Drawings, wherein:



FIG. 1 is a diagram of a system for laser-based speed-determination;



FIG. 2 is a diagram of a system for laser-based speed-determination;



FIG. 3 is a diagram of a system for mobile laser-based speed-determination;



FIG. 4 is a diagram of an exemplary field of view;



FIG. 5 is a diagram of an exemplary display on a display device;



FIG. 6 is a flow chart of a process for utilizing a system for laser-based speed-determination; and



FIG. 7 illustrates an embodiment of a computer on which various embodiments of the invention may be implemented.





DETAILED DESCRIPTION

Various embodiments of the present invention will now be described more fully with reference to the accompanying drawings. The invention may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein; rather, the embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art.



FIG. 1 is a system 10 for laser-based speed-determination. The system 10 includes a wide-angle camera 12, a laser device 14, a computer 16, and a laser-aiming device 22. The wide-angle camera 12 includes a wide-angle lens 19 and is electrically connected to the computer 16 via a cable 18. The laser device 14 is electrically connected to the computer 16 via a cable 20 and utilized in conjunction with the laser-aiming device 22. In the embodiment illustrated in FIG. 1, the laser-aiming device 22 is connected to the computer 16 via a wireless connection. The laser-aiming device 22 is shown to include a pan/tilt device 23. Although the wide-angle camera 12 and the laser device 14 are depicted by way of example as being connected to the computer 16 via cables 18 and 20, it is also contemplated that the wide-angle camera 12 and the laser device 14 could be connected to the computer 16 by way of wireless connections. Similarly, although the laser-aiming device 22 is described by way of example as being connected to the computer 16 via the wireless connection, it is also contemplated that the laser-aiming device 22 could be electrically connected to the computer 16 by way of a cable.


As will be apparent to one of ordinary skill in the art, a traditional laser speed-determination device typically fires a short burst of infrared laser light and waits for the laser light to reflect off of a target. The target may be, for example, a moving vehicle. The laser speed-determination device determines the amount of time required for a round trip by the laser light and, by utilizing a known velocity of the laser light and dividing by 2, calculates a distance to the target. The typical device determines a change in distance between bursts (i.e., samples) and calculates a speed of the target. By taking, for example, several hundred samples over the course of, for example, a third of a second, accuracy of the calculated speed can be very high.


In contrast, the system 10 permits laser-based speed-determination in situations when the system 10 is not stationary, such as when utilized within a moving vehicle. By controlling the laser-aiming device 22 via the wireless connection, the computer 16 is able to accurately direct a laser from the laser device 14 to targets. To further facilitate laser-based speed determination in situations when the system 10 is not stationary, the computer 16 detects and considers ground speed of the system 10, for example, by using a Global Positioning System (GPS). As a result, the computer 16 is capable of calculating the speeds of the targets even when both the system 10 and the targets are independently in motion relative to a fixed point. As illustrated in FIG. 1, the laser-aiming device 22 may, for example, include the pan/tilt device 23. The computer 16, in the illustrated embodiment, controls the pan/tilt device 23 via the wireless connection to direct the laser device 14 to the targets.


The wide-angle camera 12 provides access to a field of view defined by the extent of a given scene that is imaged. The wide-angle camera 12 is capable of transmitting an image of the field of view at any instant in time to the computer 16. The field of view may be provided at regular intervals, in a continuous stream, or on-demand. The computer 16 operates an image-recognition platform that is capable of identifying within the image targets for laser-based speed-determination.


Once the targets have been identified, the computer 16 ascertains a location within the field of view for each identified target. The computer 16 directs the laser device 14 via the laser-aiming device 22 to the identified target. For example, in one embodiment, the image-recognition platform identifies the targets by recognizing license plates on vehicles within the image provided by the wide-angle camera 12. In the embodiment, the image-recognition platform ascertains the locations within the field of view of the identified license plates. The computer 16 drives the laser device 14 via the laser-aiming device 22 to point at the ascertained locations of the identified license plates in order to determine speeds of each of the vehicles.



FIG. 2 is a diagram of the system 10 with another configuration of a laser-aiming device. As illustrated in FIG. 2, a laser-aiming device 28 may include a dual-mirror mechanism 26 that is capable of directing a laser 24 from the laser device 14. In the embodiment illustrated in FIG. 2, the computer 16 controls and monitors the laser-aiming device 28 via a wireless connection. It is also contemplated, however, that the laser-aiming device 28 and the computer 16 may be electrically connected, for example, by a cable. The dual-mirror mechanism 26 can include, for example, two mirrors in which a first mirror permits aiming in a horizontal direction and a second mirror permits aiming in a vertical direction. The two mirrors may oscillate so as to permit the laser device 14 to be directed to any coordinate within the field of view at periodic intervals. The mirrors may be attached to electro-mechanical actuators such as servos, galvanometers, or piezoelectric or other types of motors that can be controlled and/or monitored by the computer 16.


A laser-aiming device as shown and described in FIGS. 1 and 2 can also include a rotating mirror wheel having multiple mirror facets. Vertical laser aim may be provided via a change in angular orientation of the mirrors as the mirror wheel rotates, while horizontal aim may be achieved by grinding each of the mirror facets with a slightly different horizontal inclination. In some embodiments, the mirror wheel may be tilted using an electromechanical actuator. The computer 16 may direct a laser by firing the laser device 14 at the exact time a desired vertical and horizontal deflection of the mirror facet passes in front of the laser device 14.


A laser-aiming device as shown and described in FIGS. 1 and 2 can also include a single mirror mounted in a mechanical armature that pivots both horizontally and vertically. The armature may be moved by electromechanical actuators or miniature micro-electro-mechanical-system (MEMS) actuators controlled by the computer 16. A laser-aiming device as shown and described in FIGS. 1 and 2 can also include a photoacoustic actuator or use other methods that vary a refractance index of a transparent medium.


Referring again to FIG. 1, to ensure proper operation of the system 10 for laser-based speed-determination, in some embodiments, the laser-aiming device 22 is initially calibrated according to the field of view provided by the wide-angle camera 12. In order to facilitate consistent referencing of precise locations within the field of view, calibration of the laser-aiming device 22 may involve definition of a coordinate system for the field of view. In a typical embodiment, the coordinate system is two-dimensional, consisting of x and y coordinates for referring to the field of view in a grid-like manner. It is also contemplated that, in other embodiments, a camera providing a 360 degree field of view may be utilized in place of the wide-angle camera 12, thus necessitating a three-dimensional coordinate system that further incorporates a z-coordinate. In some embodiments, the coordinate system operates on a pixel-by-pixel basis according to pixel resolution provided by the wide-angle camera 12. In these embodiments, a particular set of coordinates identifies a specific pixel within the field of view. One of ordinary skill in the art will recognize that the coordinate system may be as precise as hardware in the wide-angle camera 12 allows.



FIG. 3 illustrates a system 300 for mobile laser-based speed-determination. The system 300 includes a system 30 for laser-based speed-determination that is installed in a vehicle 302. In installation, the laser-aiming device 22 is calibrated with the field of view provided by the wide-angle camera 12. The system 30 further includes a display device 304 that displays, for example, the field of view provided by the wide-angle camera 12. Although the display device 304 is depicted as being electrically connected to the computer 16 by way of a cable 306, it is also contemplated that the display device 304 may be connected to the computer 16 by way of a wireless connection. The display device 306 may be utilized, for example, to display a video stream provided by the wide-angle camera 12 or annotated images or video from the computer 16. The display device 306 will be discussed in further detail below.



FIG. 4 depicts an exemplary field of view 402 provided by the wide-angle camera 12. The wide-angle camera 12 provides an image of the field of view 402 to the computer 16. The field of view 402 includes vehicles 404(1), 404(2), and 404(3), each having a license plate 406. The computer 16, via the image-recognition platform, is able to identify targets for laser-based speed-determination based on identification of license plates 406(1), 406(2), and 406(3). The computer 16 ascertains coordinates for each vehicle 404 based on positions of the license plates 406 within the field of view 402. The computer 16 is capable of directing the laser device 14 to each identified target by way of the laser-aiming device 22. The computer 16 calculates a speed for each moving vehicle 404 via light reflected from the license plates 406 to the laser device 14.



FIG. 5 illustrates an exemplary display 500 of the display device. After calculating speeds for the identified targets, the computer 16 may, in some embodiments, annotate the image of the field of view with speeds 502(1), 502(2), and 502(3) for display on the display device 306. In that way, an operator in the vehicle 302 may track multiple identified targets while the vehicle 302 is in motion.



FIG. 6 illustrates a process 600 for operation of a computer such as, for example, computer 16, according to various embodiments of the invention. At step 602, the computer receives a field of view such as, for example, one or more images transmitted by the wide-angle camera 12. From step 602, execution proceeds to step 604. At step 604, the computer digitally scans the field of view in order to identify at least one target and ascertain a location for the at least one target. For example, as noted above, the at least one target may be one or more license plates on moving vehicles and the ascertained location may be represented by a set of coordinates that references the field of view. From step 604, execution proceeds to step 606. At step 606, the computer causes a laser-aiming device such as, for example, laser-aiming device 22, to direct a laser to the ascertained location. The laser may be, for example, a laser from the laser device 14. From step 606, execution proceeds to step 608. At step 608, the computer determines a speed of the at least one target based on the directed laser. From step 608, execution proceeds to step 610. At step 610, the computer displays the speed. One of ordinary skill in the art will recognize that the process 600 may be employed to simultaneously display speeds for multiple vehicles.



FIG. 7 illustrates an embodiment of a computer on which various embodiments of the invention may be implemented, including a computer 16. In the implementation, a computer 700 may include a bus 718 or other communication mechanism for communicating information and a processor 702 coupled to the bus 718 for processing information. The computer 700 also includes a main memory 704, such as random access memory (RAM) or other dynamic storage device, coupled to the bus 718 for storing computer readable instructions by the processor 702.


The main memory 704 also may be used for storing temporary variables or other intermediate information during execution of the instructions to be executed by the processor 702. The computer 700 further includes a read only memory (ROM) 706 or other static storage device coupled to the bus 718 for storing static information and instructions for the processor 702. A computer readable storage device 708, such as a magnetic disk or optical disk, is coupled to the bus 718 for storing information and instructions for the processor 702. The computer 700 may be coupled via the bus 718 to a display 710, such as a liquid crystal display (LCD) or a cathode ray tube (CRT), for displaying information to a user. The display 710 may additionally serve as an input device by providing a touch screen interface.


An input device 712, including, for example, alphanumeric and other keys, is coupled to the bus 718 for communicating information and command selections to the processor 702. Another type of user input device is a cursor control 714, such as a mouse, a trackball, or cursor direction keys for communicating direct information and command selections to the processor 702 and for controlling cursor movement on the display 710. The cursor control 714 typically has two degrees of freedom in two axes, a first axis (e.g., x) and a second axis (e.g., y), that allow the device to specify positions in a plane.


The term “computer readable instructions” as used above refers to any instructions that may be performed by the processor 702 and/or other component of the computer 700. Similarly, the term “computer readable medium” refers to any storage medium that may be used to store the computer readable instructions. Such a medium may take many forms, including, but not limited to, non volatile media, volatile media, and transmission media. Non-volatile media include, for example, optical or magnetic disks, such as the storage device 708. Volatile media include dynamic memory, such as the main memory 704. Transmission media include coaxial cables, copper wire and fiber optics, including wires of the bus 718. Transmission media can also take the form of acoustic or light waves, such as those generated during radio frequency (RF) and infrared (IR) data communications. Common forms of computer readable media include, for example, a floppy disk, a flexible disk, hard disk, magnetic tape, any other magnetic medium, a CD ROM, DVD, any other optical medium, punch cards, paper tape, any other physical medium with patterns of holes, a RAM, a PROM, an EPROM, a FLASH EPROM, any other memory chip or cartridge, a carrier wave, or any other medium from which a computer can read.


Various forms of the computer readable media may be involved in carrying one or more sequences of one or more instructions to the processor 702 for execution. For example, the instructions may initially be borne on a magnetic disk of a remote computer. The remote computer can load the instructions into its dynamic memory and send the instructions over a telephone line using a modem. A modem local to the computer 700 can receive the data on the telephone line and use an infrared transmitter to convert the data to an infrared signal. An infrared detector coupled to the bus 718 can receive the data carried in the infrared signal and place the data on the bus 718. The bus 718 carries the data to the main memory 704, from which the processor 702 retrieves and executes the instructions. The instructions received by the main memory 704 may optionally be stored on the storage device 708 either before or after execution by the processor 702.


The computer 700 may also include a communication interface 716 coupled to the bus 718. The communication interface 716 provides a two-way data communication coupling between the computer 700 and a network. For example, the communication interface 716 may be an integrated services digital network (ISDN) card or a modem used to provide a data communication connection to a corresponding type of telephone line. As another example, the communication interface 716 may be a local area network (LAN) card used to provide a data communication connection to a compatible LAN. Wireless links may also be implemented. In any such implementation, the communication interface 716 sends and receives electrical, electromagnetic, optical, or other signals that carry digital data streams representing various types of information. The storage device 708 can further include instructions for carrying out various processes for image processing as described herein when executed by the processor 702. The storage device 708 can further include a database for storing data relative to same.


Embodiment(s) of the present invention are illustrated herein by example, and various modifications may be made by a person of ordinary skill in the art. For example, although the speed-detection system has been described above as having a single laser, the speed-detection system could also be used with a plurality of lasers. Such a device would allow for parallel and simultaneous determination of the speeds of multiple vehicles.


Although various embodiments of the method and system of the present invention have been illustrated in the accompanying Drawings and described in the foregoing Detailed Description, it will be understood that the invention is not limited to the embodiments disclosed, but is capable of numerous rearrangements, modifications and substitutions without departing from the spirit of the invention as set forth herein.

Claims
  • 1. A method of laser-based speed determination, the method comprising: determining, by a processor via a digital scan of a field of view, a location of a target;directing, by the processor via a laser-aiming device in communication with the processor, a laser from a laser device to the determined location of the target;determining a speed of the target via light reflected from the target to the laser device;wherein, during at least a portion of each of the determining the location, the directing, and the determining the speed, the target and a laser-based speed-determination system are each independently in motion relative to a fixed point; andwherein the determining the speed comprises detecting and considering ground speed of the laser-based speed-determination system.
  • 2. The method of claim 1, further comprising displaying an annotated field of view, the annotated field of view comprising the field of view and the determined speed.
  • 3. The method of claim 1, wherein: the step of determining a location of a target comprises determining a location of a plurality of targets;the directing step comprises directing, via the laser-aiming device, the laser to the determined location for each of the plurality of targets; andthe step of determining a speed of the target comprises determining a speed of the plurality of targets via light reflected from the plurality of targets to the laser device.
  • 4. The method of claim 3, further comprising displaying an annotated field of view, the annotated field of view comprising the field of view and the determined speed for each of the plurality of targets.
  • 5. The method of claim 1, wherein the laser-aiming device comprises a dual mirror system.
  • 6. The method of claim 5, wherein the dual mirror system comprises a first mirror that permits aiming of the laser-aiming device in a horizontal direction and a second mirror that permits aiming of the laser-aiming device in a vertical direction.
  • 7. The method of claim 1, wherein the laser-based speed-determination system comprises the processor and the laser-aiming device.
  • 8. The method of claim 1, wherein: the determined location of the target comprises a set of coordinates; andthe directing step comprises directing, via the laser-aiming device, the laser to the set of coordinates.
  • 9. The method of claim 8, wherein the field of view comprises one or more images provided by a camera.
  • 10. The method of claim 9, wherein the determining the location of the target comprises: identifying an identifiable feature of a vehicle within the one or more images provided by the camera, the identifiable feature having a reflective surface; anddetermining a set of coordinates for the identifiable feature.
  • 11. The method of claim 10, wherein the identifiable feature is a license plate.
  • 12. The method of claim 1, wherein the laser-aiming device comprises a device that pans and tilts.
  • 13. The method of claim 6, wherein the first and second mirrors are attached to an electromechanical actuator.
  • 14. The method of claim 1, wherein the laser-aiming device comprises a rotating mirror wheel having a plurality of mirror facets.
  • 15. The method of claim 14, wherein: vertical aim of the laser-aiming device is permitted by a change in angular orientation of the plurality of mirror facets as the rotating mirror wheel rotates; andhorizontal aim of the laser-aiming device is permitted by each of the plurality of mirror facets having a distinct horizontal inclination.
  • 16. The method of claim 1, wherein the laser-aiming device comprises a single mirror mounted in a mechanical armature that pivots both horizontally and vertically.
  • 17. The method of claim 1, further comprising calibrating the laser-aiming device according to the field of view.
  • 18. A laser-based speed-determination system, the system comprising: a laser device;a laser-aiming device coupled to the laser device;a processor in communication with the laser device and the laser-aiming device, the processor being adapted to execute instructions to: determine, via a digital scan of a field of view, a location of a target;cause, via the laser-aiming device, a laser to be directed from the laser device to the determined location of the target;determine a speed of the target, the speed being determined via light reflected from the target to the laser device;wherein, during at least a portion of each of the determination of the location, the direction of the laser, and the determination of the speed, the target and the laser-based speed-determination system are each independently in motion relative to a fixed point; andwherein the determination of the speed comprises detection and consideration of ground speed of the laser-based speed-determination system.
  • 19. The laser-based speed-determination system of claim 18, the system further comprising: a display device in communication with the processing device; andwherein the processor is operable to execute instructions to display an annotated field of view on the display device, the annotated field of view comprising the field of view and the determined speed of the target.
  • 20. The laser-based speed-determination system of claim 18, wherein the processor is operable to: determine, via a digital scan of the field of view, a location of a plurality of targets;cause, via the laser-aiming device, a laser to be directed from the laser device to the determined location for each of the plurality of targets; anddetermine a speed for each of the plurality of targets, the speed being determined via light reflected from the plurality of targets to the laser device.
CROSS-REFERENCE TO RELATED APPLICATIONS

This patent application is a continuation of, and incorporates by reference for any purpose the entire disclosure of, U.S. patent application Ser. No. 12/362,302, filed Jan. 29, 2009. U.S. patent application Ser. No. 12/362,302 claims priority from U.S. Provisional Patent Application No. 61/024,310, filed Jan. 29, 2008. This patent application incorporates by reference for any purpose the entire disclosures of U.S. Provisional Patent Application No. 61/024,310, filed Jan. 29, 2008, U.S. Provisional Patent Application No. 60/955,442, filed Aug. 13, 2007, and U.S. patent application Ser. No. 12/188,273, filed Aug. 8, 2008.

US Referenced Citations (130)
Number Name Date Kind
4389706 Gomola et al. Jun 1983 A
4949186 Peterson Aug 1990 A
5225882 Hosokawa et al. Jul 1993 A
5515042 Nelson May 1996 A
5539454 Williams Jul 1996 A
5651075 Frazier et al. Jul 1997 A
5677979 Squicciarini et al. Oct 1997 A
5689442 Swanson et al. Nov 1997 A
5703604 McCutchen Dec 1997 A
5809161 Auty et al. Sep 1998 A
5844599 Hildin Dec 1998 A
5898866 Atkins et al. Apr 1999 A
5963248 Ohkawa et al. Oct 1999 A
6215519 Nayar et al. Apr 2001 B1
6252989 Geisler et al. Jun 2001 B1
6282462 Hopkins Aug 2001 B1
6335789 Kikuchi Jan 2002 B1
6345219 Klemens Feb 2002 B1
6373962 Kanade et al. Apr 2002 B1
6389340 Rayner May 2002 B1
6445824 Hieda Sep 2002 B2
6456321 Ito et al. Sep 2002 B1
6704281 Hourunranta et al. Mar 2004 B1
6707489 Maeng et al. Mar 2004 B1
6734911 Lyons May 2004 B1
6801574 Takeuchi et al. Oct 2004 B2
6812835 Ito et al. Nov 2004 B2
6831556 Boykin Dec 2004 B1
7023913 Monroe Apr 2006 B1
7119832 Blanco et al. Oct 2006 B2
7215876 Okada et al. May 2007 B2
7262790 Bakewell Aug 2007 B2
7272179 Siemens et al. Sep 2007 B2
7373395 Brailean et al. May 2008 B2
7405834 Marron et al. Jul 2008 B1
7471334 Stenger Dec 2008 B1
7495579 Sirota et al. Feb 2009 B2
7574131 Chang et al. Aug 2009 B2
7583290 Enright et al. Sep 2009 B2
7646312 Rosen Jan 2010 B2
7702015 Richter et al. Apr 2010 B2
7711150 Simon May 2010 B2
7768548 Silvernail et al. Aug 2010 B2
7787025 Sanno et al. Aug 2010 B2
7880766 Aoki et al. Feb 2011 B2
7894632 Park et al. Feb 2011 B2
7920187 Sanno et al. Apr 2011 B2
7929010 Narasimhan Apr 2011 B2
7973853 Ojima et al. Jul 2011 B2
7995652 Washington Aug 2011 B2
8022874 Frieaizen Sep 2011 B2
20020040475 Yap et al. Apr 2002 A1
20020064314 Comaniciu et al. May 2002 A1
20020140924 Wangler et al. Oct 2002 A1
20020141618 Ciolli et al. Oct 2002 A1
20020141650 Keeney et al. Oct 2002 A1
20020149476 Ogura Oct 2002 A1
20020180759 Park et al. Dec 2002 A1
20020186148 Trajkovic et al. Dec 2002 A1
20030025599 Monroe Feb 2003 A1
20030025812 Slatter Feb 2003 A1
20030071891 Geng Apr 2003 A1
20030112133 Webb et al. Jun 2003 A1
20030142209 Yamazaki et al. Jul 2003 A1
20030172123 Polan et al. Sep 2003 A1
20030185419 Sumitomo Oct 2003 A1
20030214585 Bakewell Nov 2003 A1
20040017930 Kim et al. Jan 2004 A1
20040056779 Rast Mar 2004 A1
20040080615 Klein et al. Apr 2004 A1
20040096084 Tamoto et al. May 2004 A1
20040119869 Tretter et al. Jun 2004 A1
20040150717 Page et al. Aug 2004 A1
20040189804 Borden et al. Sep 2004 A1
20040218099 Washington Nov 2004 A1
20040221311 Dow et al. Nov 2004 A1
20040223058 Richter et al. Nov 2004 A1
20040252193 Higgins Dec 2004 A1
20040258149 Robinson et al. Dec 2004 A1
20050090961 Bonk et al. Apr 2005 A1
20050151671 Bortolotto Jul 2005 A1
20050196140 Moteki Sep 2005 A1
20050206773 Kim et al. Sep 2005 A1
20050212912 Huster Sep 2005 A1
20060028547 Chang Feb 2006 A1
20060033813 Provinsal et al. Feb 2006 A1
20060098843 Chew May 2006 A1
20060152636 Matsukawa et al. Jul 2006 A1
20060158968 Vanman et al. Jul 2006 A1
20060159325 Zeineh et al. Jul 2006 A1
20060187305 Trivedi et al. Aug 2006 A1
20060193384 Boyce Aug 2006 A1
20060244826 Chew Nov 2006 A1
20060269265 Wright et al. Nov 2006 A1
20070024706 Brannon et al. Feb 2007 A1
20070029825 Franklin et al. Feb 2007 A1
20070097212 Farneman May 2007 A1
20070109411 Jung et al. May 2007 A1
20070200933 Watanabe et al. Aug 2007 A1
20070217761 Chen et al. Sep 2007 A1
20070222678 Ishio et al. Sep 2007 A1
20070222859 Chang et al. Sep 2007 A1
20070230943 Chang et al. Oct 2007 A1
20070268370 Sanno et al. Nov 2007 A1
20070291104 Petersen et al. Dec 2007 A1
20070296817 Ebrahimi et al. Dec 2007 A1
20080002028 Miyata Jan 2008 A1
20080007438 Segall et al. Jan 2008 A1
20080129844 Cusack et al. Jun 2008 A1
20080218596 Hoshino Sep 2008 A1
20080301088 Landry et al. Dec 2008 A1
20090046157 Cilia et al. Feb 2009 A1
20090049491 Karonen et al. Feb 2009 A1
20090102950 Ahiska Apr 2009 A1
20090129672 Camp, Jr. et al. May 2009 A1
20090207248 Cilia et al. Aug 2009 A1
20090213218 Cilia et al. Aug 2009 A1
20090237529 Nakagomi et al. Sep 2009 A1
20090251530 Cilia Oct 2009 A1
20100208068 Elsemore Aug 2010 A1
20100245568 Wike, Jr. et al. Sep 2010 A1
20110110556 Kawakami May 2011 A1
20110157376 Lyu et al. Jun 2011 A1
20110234749 Alon Sep 2011 A1
20110267499 Wan et al. Nov 2011 A1
20110292287 Washington Dec 2011 A1
20120040650 Rosen Feb 2012 A1
20130150004 Rosen Jun 2013 A1
20140240500 Davies Aug 2014 A1
20150054639 Rosen Feb 2015 A1
Non-Patent Literature Citations (16)
Entry
U.S. Appl. No. 12/362,302, Andrew Cilia et al.
U.S. Appl. No. 12/694,931, Cilia.
U.S. Appl. No. 12/779,492, Vanman.
U.S. Appl. No. 12/779,564, Vanman.
U.S. Appl. No. 12/780,050, Vanman.
U.S. Appl. No. 12/780,092, Vanman.
U.S. Appl. No. 13/095,107, Cilia.
U.S. Appl. No. 13/109,557, Cilia.
Copenheaver, Blaine R., International Search Report for PCT/US2009/000930 as mailed Apr. 9, 2009, (4 pages).
Young, Lee W., International Search Report for PCT/US2009/000934 as mailed Apr. 29, 2009, (3 pages).
Copenheaver, Blaine R., International Search Report for PCT/US2010030861 as mailed Jun. 21, 2010, (4 pages).
Nhon, Diep T., International Search Report for PCT/US05/36701 as mailed Oct. 25, 2006, 5 pages.
Copenheaver, Blaine R., International Search Report for PCT/US2009/032462 as mailed Mar. 10, 2009 (3 pages).
Kortum, P. et al., “Implementation of a foveated image coding system for image bandwidth reduction”, SPIE Proceedings, vol. 2657, 1996, pp. 350-360, XP-002636638.
Geisler, Wilson S. et al., “A real-time foveated multiresolution system for low-bandwidth video communication”, Proceedings of the SPIE—The International Society for Optical Engineering SPIE-Int. Soc. Opt. Eng. USA, vol. 3299,1998, pp. 294-305, XP-002636639.
Cilia, Andrew, “U.S. Appl. No. 13/489,615” , filed Jun. 6, 2012.
Related Publications (1)
Number Date Country
20140071284 A1 Mar 2014 US
Provisional Applications (1)
Number Date Country
61024310 Jan 2008 US
Continuations (1)
Number Date Country
Parent 12362302 Jan 2009 US
Child 14072518 US