Systems and methods for detecting obstructions in a camera field of view
A system mounted on a vehicle for detecting an obstruction on a surface of a window of the vehicle, a primary camera is mounted inside the vehicle behind the window. The primary camera is configured to acquire images of the environment through the window. A secondary camera is focused on an external surface of the window, and operates to image the obstruction. A portion of the window, i.e. window region is subtended respectively by the field of view of the primary camera and the field of view of the secondary camera. A processor processes respective sequences of image data from both the primary camera and the secondary camera.
1. A system comprising:
a camera array mountable on an interior of a vehicle to capture an environment in front of the vehicle through a windshield, the camera array including a first camera having a first focal range and a second camera having a second focal range shorter than the first focal range, and the first camera and the second camera having overlapping fields-of-views; and
a processor to:
access a plurality of images from the camera array, the plurality of images including images captured from the first camera and the second camera which include a portion of the windshield;
determine whether the plurality of images include an obstruction on the portion of the windshield, the processor to use a trained image classification method to identify the obstruction, wherein the obstruction includes rain on the windshield; and
transmit a signal toward a windshield wiper assembly in response to identification of the rain on the windshield using the trained image classification method.
2. The system of claim 1 , wherein the second focal range includes an external surface of the portion of the windshield.
3. The system of claim 1 , wherein the first focal range includes a portion of the environment at least five meters from the first camera.
4. The system of claim 1 , wherein responsive to identification of the obstruction, the processor is configured to process at least one image from the second camera to determine one or more regions in image space of the first camera which are affected by the obstruction.
5. The system of claim 1 , wherein the processor is configured to identify the obstruction based on the obstruction being associated with bright and dark spots in the plurality of images.
6. The system of claim 1 , wherein the signal is transmitted toward the windshield wiper assembly based on a total area of water identified in the portion of the windshield.
7. At least one non-transitory computer-readable medium including instruction, which when executed by a computer system, cause the computer system to perform operations comprising:
accessing a plurality of images obtained from a camera array mountable on an interior of a vehicle to capture an environment in front of the vehicle through a windshield, the camera array including a first camera having a first focal range and a second camera having a second focal range shorter than the first focal range, and the first camera and the second camera having overlapping fields-of-views, and the plurality of images including images captured from the first camera and the second camera which include a portion of the windshield;
determining whether the plurality of images include an obstruction on the portion of the windshield, by use of a trained image classification method to identify the obstruction, wherein the obstruction includes rain on the windshield; and
transmitting a signal toward a windshield wiper assembly in response to identification of the rain on the windshield using the trained image classification method.
8. The non-transitory computer-readable medium of claim 7 , wherein the second focal range includes an external surface of the portion of the windshield.
9. The non-transitory computer-readable medium of claim 7 , wherein the first focal range includes a portion of the environment at least five meters from the first camera.
10. The non-transitory computer-readable medium of claim 7 , wherein the operations further comprise responsive to identification of the obstruction, processing at least one image from the second camera to determine one or more regions in image space of the first camera which are affected by the obstruction.
11. The non-transitory computer-readable medium of claim 7 , wherein the obstruction is identified based on the obstruction being associated with bright and dark spots in the plurality of images.
12. The non-transitory computer-readable medium of claim 7 , wherein the signal is transmitted toward the windshield wiper assembly based on a total area of water identified in the portion of the windshield.
13. A system comprising:
imaging means for obtaining a plurality of images from a camera array mountable on an interior of a vehicle to capture an environment in front of the vehicle through a windshield, the camera array including a first camera having a first focal range and a second camera having a second focal range shorter than the first focal range, and the first camera and the second camera having an overlapping fields-of-views, and the plurality of images including images captured from the first camera and the second camera which include a portion of the windshield;
processing means for determining whether the plurality of images include an obstruction on the portion of the windshield, using a trained image classification method to identify the obstruction, wherein the obstruction includes rain on the windshield; and
activation means for transmitting a signal toward a windshield wiper assembly in response to identification of the rain on the windshield using the trained image classification method.
14. The system of claim 13 , wherein the second focal range includes an external surface of the portion of the windshield.
15. The system of claim 13 , wherein the first focal range includes a portion of the environment at least five meters from the first camera.
16. The system of claim 13 , wherein the processing means is further for determining, based on images from the second camera, one or more regions in image space of the first camera which are affected by the obstruction.
17. The system of claim 13 , wherein the obstruction is identified based on the obstruction being associated with bright and dark spots in the plurality of images.
18. The system of claim 13 , wherein the signal is transmitted toward the windshield wiper assembly based on a total area of water identified in the portion of the windshield.