Recalibrating stereoscopic cameras during vehicle operation
Recalibrating stereoscopic cameras during vehicle operation may include: determining a disparity between first image data from a first camera and second image data from a second camera, wherein the first camera and the second camera are in a stereoscopic configuration, and wherein the disparity comprises a difference in placement of one or more objects in the first image data relative to the second image data; and adjusting one or more of the first camera or the second camera, based on the disparity and sensor data from a sensor other than the first camera or the second camera, to calibrate the stereoscopic configuration of the first camera and the second camera to achieve stereoscopic camera distance functionality.
1. A method comprising:
determining a disparity between first image data from a first camera and second image data from a second camera, wherein the first camera and the second camera are in a stereoscopic configuration, and wherein the disparity comprises a difference in placement of one or more objects in the first image data relative to the second image data; and
adjusting one or more of the first camera or the second camera, based on the disparity and sensor data from a sensor other than the first camera or the second camera, to calibrate the stereoscopic configuration of the first camera and the second camera to achieve stereoscopic camera distance functionality.
2. The method of claim 1 , wherein adjusting one or more of the first camera or the second camera comprises modifying, based on the disparity and the sensor data, data describing a relative positioning of the first camera and the second camera.
3. The method of claim 2 , wherein modifying the data comprises modifying the data based on the disparity in response to no objects being identified in the sensor data.
4. The method of claim 2 , wherein modifying the data comprises modifying the data based on a difference between a first distance of an object identified in the sensor data and a second distance of the object calculated as a function of the disparity.
5. The method of claim 1 , wherein adjusting one or more of the first camera or the second camera comprises providing, based on the disparity and the sensor data, a command to crop image data from one or more of the first camera or the second camera to generate cropped image data.
6. The method of claim 5 , wherein providing the command comprises determining an optical center of the cropped image data based on the disparity in response to no objects being identified in the sensor data.
7. The method of claim 5 , wherein providing the command comprises determining an optical center of the cropped image data based on a difference between a first distance of an object identified in the sensor data and a second distance of the object calculated as a function of the disparity.
8. The method of claim 1 , further comprising generating one or more autonomous driving decisions based on image data from the first camera and the second camera.
9. The method of claim 1 , wherein calculating the disparity and adjusting one or more of the first camera and the second camera are performed during an autonomous driving mode of an autonomous vehicle.
10. An apparatus comprising at least one processor and memory storing instructions that, when executed, cause the at least one processor to perform steps comprising:
determining a disparity between first image data from a first camera and second image data from a second camera, wherein the first camera and the second camera are in a stereoscopic configuration, and wherein the disparity comprises a difference in placement of one or more objects in the first image data relative to the second image data; and
adjusting one or more of the first camera or the second camera, based on the disparity and sensor data from a sensor other than the first camera or the second camera, to calibrate the stereoscopic configuration of the first camera and the second camera to achieve stereoscopic camera distance functionality.
11. The apparatus of claim 10 , wherein adjusting one or more of the first camera or the second camera comprises modifying, based on the disparity and the sensor data, data describing a relative positioning of the first camera and the second camera.
12. The apparatus of claim 11 , wherein modifying the data comprises modifying the data based on the disparity in response to no objects being identified in the sensor data.
13. The apparatus of claim 11 , wherein modifying the data comprises modifying the data based on a difference between a first distance of an object identified in the sensor data and a second distance of the object calculated as a function of the disparity.
14. The apparatus of claim 10 , wherein adjusting one or more of the first camera or the second camera comprises providing, based on the disparity and the sensor data, a command to crop image data from one or more of the first camera or the second camera to generate cropped image data.
15. The apparatus of claim 14 , wherein providing the command comprises determining an optical center of the cropped image data based on the disparity in response to no objects being identified in the sensor data.
16. The apparatus of claim 14 , wherein providing the command comprises determining an optical center of the cropped image data based on a difference between a first distance of an object identified in the sensor data and a second distance of the object calculated as a function of the disparity.
17. The apparatus of claim 10 , wherein the steps further comprise comprising generating one or more autonomous driving decisions based on image data from the first camera and the second camera.
18. The apparatus of claim 10 , wherein calculating the disparity and adjusting one or more of the first camera and the second camera are performed during an autonomous driving mode of an autonomous vehicle.
19. A computer program product disposed upon a non-transitory computer readable medium, the computer program product comprising computer program instructions that, when executed, cause a computer system to carry out steps comprising:
determining a disparity between first image data from a first camera and second image data from a second camera, wherein the first camera and the second camera are in a stereoscopic configuration, and wherein the disparity comprises a difference in placement of one or more objects in the first image data relative to the second image data; and
adjusting one or more of the first camera or the second camera, based on the disparity and sensor data from a sensor other than the first camera or the second camera, to calibrate the stereoscopic configuration of the first camera and the second camera to achieve stereoscopic camera distance functionality.
20. The computer program product of claim 19 , wherein adjusting one or more of the first camera or the second camera comprises modifying, based on the disparity and the sensor data, data describing a relative positioning of the first camera and the second camera.