Background replacement from video images captured by a plenoptic camera
Embodiments disclosed herein provide systems, methods, and computer readable media for replacing a video background in real-time. The video comprises a plurality of image frames. In a particular embodiment, a method provides generating a range image from a subject image frame of the plurality of image frames. The range image indicates pixel distances from a plenoptic camera that captured the plurality of image frames. The method further provides identifying background pixels that represent a background portion of the subject image frame based on the range image and replacing the background pixels with replacement background pixels in the subject image frame.
1. A method of replacing a video background in real-time, wherein the video comprises a plurality of image frames, the method comprising:
generating a range image from a subject image frame of the plurality of image frames, wherein the range image indicates pixel distances from a plenoptic camera that captured the plurality of image frames;
identifying background pixels that represent a background portion of the subject image frame based on the range image; and
replacing the background pixels with replacement background pixels in the subject image frame.
2. The method of claim 1 , wherein generating the range image comprises:
calculating a pixel distance for each pixel in at least a subset of pixels in the subject image frame based on perspectives of each pixel as captured by the plenoptic camera.
3. The method of claim 1 , wherein the replacement background pixels represent an image frame of a second video.
4. The method of claim 1 , wherein identifying the background pixels comprises:
identifying pixels of the subject image frame having pixel distances greater than a threshold distance from the plenoptic camera.
5. The method of claim 4 , wherein the threshold distance comprises a pixel distance greater than that of pixels in the subject image frame representing a user in the subject image frame.
6. The method of claim 1 , further comprising:
establishing a video communication between a first communication system having the plenoptic camera and a second communication system.
7. The method of claim 6 , further comprising:
after replacing the background pixels, transferring the subject image frame to the second communication system.
8. The method of claim 6 , wherein the first communication system comprises one of a plurality of communication systems for a contact center.
9. The method of claim 6 , wherein generating the range image, identifying the background pixels, and replacing the background pixels are each performed by the first communication system.
10. The method of claim 1 , further comprising:
generating a second range image from a second subject image frame of the plurality of image frames, wherein the second range image indicates second pixel distances from the plenoptic camera;
identifying second background pixels that represent a second background portion of the second subject image frame based on the second range image; and
replacing the second background pixels with second replacement background pixels in the subject image frame.
11. A video processing system to replace a video background in real-time, wherein the video comprises a plurality of image frames, the video processing system comprising:
an interface configured to receive the video from a plenoptic camera that captured the plurality of image frames; and
a processing system configured to generate a range image from a subject image frame of the plurality of image frames, identify background pixels that represent a background portion of the subject image frame based on the range image, and replace the background pixels with replacement background pixels in the subject image frame.
12. The video processing system of claim 11 , wherein the processing system configured to generate the range image comprises:
the processing system configured to calculate a pixel distance for each pixel in at least a subset of pixels in the subject image frame based on perspectives of each pixel as captured by the plenoptic camera.
13. The video processing system of claim 11 , wherein the replacement background pixels represent an image frame of a second video.
14. The video processing system of claim 11 , wherein the processing system configured to identify the background pixels comprises:
the processing system configured to identify pixels of the subject image frame having pixel distances greater than a threshold distance from the plenoptic camera.
15. The video processing system of claim 14 , wherein the threshold distance comprises a pixel distance greater than that of pixels in the subject image frame representing a user in the subject image frame.
16. The video processing system of claim 11 , further comprising:
a communication interface configured to establish a video communication between a first communication system having the plenoptic camera and a second communication system.
17. The video processing system of claim 16 , further comprising:
the communication interface configured to transfer the subject image frame to the second communication system after the processing system replaces the background pixels.
18. The video processing system of claim 16 , wherein the first communication system comprises one of a plurality of communication systems for a contact center.
19. The video processing system of claim 16 , wherein the first communication system includes the video processing system.
20. The video processing system of claim 11 , further comprising:
the processing system configured to generate a second range image from a second subject image frame of the plurality of image frames, wherein the second range image indicates second pixel distances from the plenoptic camera, identify second background pixels that represent a second background portion of the second subject image frame based on the second range image, and replace the second background pixels with second replacement background pixels in the subject image frame.