Systems and methods for determining exposure parameters
The present disclosure relates to a method for determine exposure parameters of each camera in a multi-view camera. The method may initiate an iteration process including iteration(s). Each current iteration may include: determining a reference exposure brightness; determining whether a first difference between the reference exposure brightness and a predetermined exposure brightness is within a first difference-range; if the first difference is not within the first difference-range, updating a first exposure brightness of each camera by adjusting first exposure parameters of the camera, and re-initiating a current iteration; if the first difference is within the first difference-range, designating the first exposure parameters of each camera as the current exposure parameters of the camera.
1. A system, comprising:
at least one storage device including a set of instructions for determining exposure parameters of each of a plurality of cameras in a multi-view camera;
at least one processing device in communication with the at least one storage device, wherein when executing the set of instructions, the at least one processor is configured to cause the system to:
initiate an iteration process including one or more iterations, each current iteration of the one or more iterations including:
determining a reference exposure brightness of the multi-view camera;
determining whether a first difference between the reference exposure brightness and a predetermined exposure brightness is within a first difference-range;
in response to a determination that the first difference is not within the first difference-range, for each camera of the plurality of cameras, updating a first exposure brightness of the camera by adjusting first exposure parameters of the camera, and re-initiating a current iteration; or
in response to a determination that the first difference is within the first difference-range, determining whether a second difference between a second exposure brightness of a second camera and a third exposure brightness of a reference camera is within a second difference-range, wherein the second exposure brightness and the third exposure brightness correspond to an overlapping region of digital images taken by the second camera and the reference camera;
in response to a determination that the second difference is not within the second difference-range, updating the first exposure brightness of the second camera by adjusting the first exposure parameters of the second camera; and re-initiating a current iteration, wherein updating the first exposure brightness of the second camera by adjusting the first exposure parameters of the second camera comprises:
adjusting the first exposure parameters of the second camera based on the second difference;
determining a fourth exposure brightness of the second camera based on the adjusted exposure parameters; and
determining a ratio of the first exposure brightness to the fourth exposure brightness as a correction coefficient of the second camera; or
in response to a determination that the second difference is within the second difference-range, terminating the iteration process; and
designating the first exposure parameters of each camera as the current exposure parameters of the camera.
2. The system of claim 1 , wherein the first exposure parameters include an exposure time and a gain value.
3. The system of claim 1 , further comprising determining the second exposure brightness of the second camera and the third exposure brightness of the reference camera by:
obtaining a plurality of first images by the plurality of cameras with the first exposure parameters;
determining, among the plurality of first images, a reference image and a second image that has the overlapping region with the reference image; and
extracting the second exposure brightness of the second camera corresponding to the second image and the third exposure brightness of the reference camera corresponding to the reference image based on the overlapping region.
4. The system of claim 1 , wherein the reference exposure brightness of the multi-view camera is determined based on the first exposure brightnesses of the plurality of cameras with a process that comprises:
determining a weighted average of the plurality of first exposure brightnesses of the plurality of cameras based on the correction coefficient of the second camera; and
designating the weighted average as the reference exposure brightness of the multi-view camera.
5. The system of claim 1 , wherein updating the first exposure brightness of each camera by adjusting the first exposure parameters of the each camera comprises:
adjusting the first exposure parameters of each camera based on the first difference; and
determining an updated exposure brightness of each camera based on the adjusted exposure parameters.
6. The system of claim 1 , wherein before initiating the iteration process, the at least one processor is further configured cause the system to:
obtain a plurality of third images by the plurality of cameras with the first exposure parameters;
identify two or more third images that overlap with each other;
determine whether a size of each overlapping region between the identified two or more third images satisfies a size criterion; and
in response to a determination that the size of the each overlapping region satisfies the size criterion, initiate the iteration process.
7. The system of claim 6 , wherein the size criterion is set based on a size of the identified two or more third images.
8. The system of claim 1 , wherein an exposure mode of each of the plurality of cameras is automatic exposure.
9. The system of claim 1 , wherein for a first iteration, the reference exposure brightness of the multi-view camera is determined based on a plurality of initial exposure brightnesses of the plurality of cameras, wherein the plurality of initial exposure brightnesses are determined based on a plurality of initial exposure parameters.
10. A method, for determining exposure parameters of each of a plurality of cameras in a multi-view camera, implemented on a computing device having at least one processor, at least one computer-readable storage medium, and a communication platform connected to a network, comprising:
initiating an iteration process including one or more iterations, each current iteration of the one or more iterations including:
determining a reference exposure brightness of the multi-view camera;
determining whether a first difference between the reference exposure brightness and a predetermined exposure brightness is within a first difference-range;
in response to a determination that the first difference is not within the first difference-range, for each camera of the plurality of cameras, updating a first exposure brightness of the camera by adjusting first exposure parameters of the camera, and re-initiating a current iteration; or
in response to a determination that the first difference is within the first difference-range, determining whether a second difference between a second exposure brightness of a second camera and a third exposure brightness of a reference camera is within a second difference-range, wherein the second exposure brightness and the third exposure brightness correspond to an overlapping region of digital images taken by the second camera and the reference camera;
in response to a determination that the second difference is not within the second difference-range, updating the first exposure brightness of the second camera by adjusting the first exposure parameters of the second camera; and re-initiating a current iteration, wherein updating the first exposure brightness of the second camera by adjusting the first exposure parameters of the second camera comprises:
adjusting the first exposure parameters of the second camera based on the second difference;
determining a fourth exposure brightness of the second camera based on the adjusted exposure parameters; and
determining a ratio of the first exposure brightness to the fourth exposure brightness as a correction coefficient of the second camera; or
in response to a determination that the second difference is within the second difference-range, terminating the iteration process; and
designating the first exposure parameters of each camera as the current exposure parameters of the camera.
11. The method of claim 10 , wherein the first exposure parameters include an exposure time and a gain value, and the method further comprises determining the second exposure brightness of the second camera and the third exposure brightness of the reference camera by:
obtaining a plurality of first images by the plurality of cameras with the first exposure parameters;
determining, among the plurality of first images, a reference image and a second image that has the overlapping region with the reference image; and
extracting the second exposure brightness of the second camera corresponding to the second image and the third exposure brightness of the reference camera corresponding to the reference image based on the overlapping region.
12. The method of claim 10 , wherein the reference exposure brightness of the multi-view camera is determined based on the first exposure brightnesses of the plurality of cameras with a process that comprises:
determining a weighted average of the plurality of first exposure brightnesses of the plurality of cameras based on the correction coefficient of the second camera; and
designating the weighted average as the reference exposure brightness of the multi-view camera.
13. The method of claim 10 , wherein updating the first exposure brightness of each camera by adjusting the first exposure parameters of the each camera comprises:
adjusting the first exposure parameters of each camera based on the first difference; and
determining an updated exposure brightness of each camera based on the adjusted exposure parameters.
14. The method of claim 10 , wherein before initiating the iteration process, the method comprises:
obtaining a plurality of third images by the plurality of cameras with the first exposure parameters;
identifying two or more third images that overlap with each other;
determining whether a size of each overlapping region between the identified two or more third images satisfies a size criterion; and
in response to a determination that the size of the each overlapping region satisfies the size criterion, initiating the iteration process.
15. The method of claim 14 , wherein the size criterion is set based on a size of the identified two or more third images.
16. The method of claim 10 , wherein an exposure mode of each of the plurality of cameras is automatic exposure.
17. The method of claim 10 , wherein for a first iteration, the reference exposure brightness of the multi-view camera is determined based on a plurality of initial exposure brightnesses of the plurality of cameras, wherein the plurality of initial exposure brightnesses are determined based on a plurality of initial exposure parameters.
18. A non-transitory computer-readable storage medium, comprising at least one set of instructions for determining exposure parameters of each of a plurality of cameras in a multi-view camera, wherein when executed by at least one processor of a computing device, the at least one set of instructions directs the at least one processor to perform acts of:
initiating an iteration process including one or more iterations, each current iteration of the one or more iterations including:
determining a reference exposure brightness of the multi-view camera;
determining whether a first difference between the reference exposure brightness and a predetermined exposure brightness is within a first difference-range;
in response to a determination that the first difference is not within the first difference-range, for each camera of the plurality of cameras, updating a first exposure brightness of the camera by adjusting first exposure parameters of the camera, and re-initiating a current iteration; or
in response to a determination that the first difference is within the first difference-range, determining whether a second difference between a second exposure brightness of a second camera and a third exposure brightness of a reference camera is within a second difference-range, wherein the second exposure brightness and the third exposure brightness correspond to an overlapping region of digital images taken by the second camera and the reference camera;
in response to a determination that the second difference is not within the second difference-range, updating the first exposure brightness of the second camera by adjusting the first exposure parameters of the second camera; and re-initiating a current iteration, wherein updating the first exposure brightness of the second camera by adjusting the first exposure parameters of the second camera comprises:
adjusting the first exposure parameters of the second camera based on the second difference;
determining a fourth exposure brightness of the second camera based on the adjusted exposure parameters; and
determining a ratio of the first exposure brightness to the fourth exposure brightness as a correction coefficient of the second camera; or
in response to a determination that the second difference is within the second difference-range, terminating the iteration process; and
designating the first exposure parameters of each camera as the current exposure parameters of the camera.