System and method for improving an image characteristic of image frames in a video stream
A system and method for improving a video characteristic of a video stream is described. According to various implementations of the invention, a changed region between a later-in-time image frame and an earlier-in-time image frame and an unchanged region between such two image frames are determined. A new improvement to the video characteristic is determined and applied to the changed region of the later-in-time image frame. A prior improvement to the video characteristic that was determined for the earlier-in-time image frame is applied to the unchanged region of the later-in-time image frame.
1. A method for improving contrast in a plurality of image frames captured by a video camera, the method comprising:
determining, by a computing processor, a changed region in a second frame of the plurality of image frames in relation to a first frame of the plurality of the image frames and an unchanged region of the second frame of the plurality of image frames in relation to the first frame of the plurality of the image frames, wherein the changed region is determined based on a number of pixels in the second frame that differ from corresponding pixels in the first frame;
generating a transformation function corresponding to the changed region of the second frame;
applying the transformation function only to the changed region of the second frame to improve the contrast of the changed region.
2. The method of claim 1 , wherein generating a transformation function corresponding to the changed region of the second frame comprises:
generating a histogram for the first frame.
3. The method of claim 2 , wherein generating a histogram for the first frame comprises:
generating a plurality of histograms for the first frame, each of the plurality of histograms corresponding to one of a plurality of regions of the first frame.
4. The method of claim 3 , wherein generating a transformation function corresponding to the changed region of the second frame comprises:
generating a first plurality of transformation functions, each of the plurality of transformation functions corresponding to one of the plurality of regions of the first frame.
5. A method for improving contrast of a plurality of image frames in a video stream captured by a video camera, the method comprising:
determining, by a computing processor, a changed region of a later-in-time image frame of the plurality of image frames relative to an earlier-in-time image frame and an unchanged region of the later-in-time image frame of the plurality of image frames relative to the earlier-in-time image frame;
determining, by the computing processor, a new CLAHE transformation for the changed region of the later-in-time image frame of the plurality of image frames; and
applying, by the computing processor, the new CLAHE transformation only to the changed region of the later-in-time image frame of the plurality of image frames.
6. A method for improving an image characteristic of a plurality of image frames in a video stream captured by a video camera, the method comprising:
determining, by a computing processor, a changed region of a second frame of the plurality of image frames in relation to a first frame of the plurality of the image frames and an unchanged region of the second frame of the plurality of image frames in relation to the first frame of the plurality of the image frames, wherein the changed region is determined based on a number of pixels in the second frame that differ from corresponding pixels in the first frame;
determining, by a computing processor, an improvement to the image characteristic for the changed region of the second frame of the plurality of image frames; and
applying, by a computing processor, the improvement only to the image characteristic of the changed region of the second frame of the plurality of image frames.
7. The method of claim 6 , wherein determining an improvement to the image characteristic for the changed region of the second frame of the plurality of image frames comprises:
generating a histogram for the changed region of the second frame.
8. The method of claim 7 , wherein determining an improvement to the image characteristic for the changed region of the second frame of the plurality of image frames further comprises:
generating a transformation function from the histogram for the changed region of the second frame.
9. The method of claim 8 , wherein applying the improvement to the image characteristic of the changed region of the second frame of the plurality of image frames comprises:
applying the transformation function to the changed region of the second frame.
10. The method of claim 9 , wherein applying the transformation function to the changed region of the second frame comprises:
applying the transformation function to each of a plurality of pixels in the changed region of the second frame.
11. The method of claim 1 , wherein the transformation function comprises a scaling function or a shifting function.
12. The method of claim 1 , wherein the transformation function comprises a CLAHE transformation function.
13. The method of claim 1 , wherein the transformation function comprises a two-dimensional image transformation function.
14. The method of claim 8 , wherein the transformation function comprises a scaling function or a shifting function.
15. The method of claim 8 , wherein the transformation function comprises a CLAHE transformation function.
16. The method of claim 8 , wherein the transformation function comprises a two-dimensional image transformation function.