Black and white image detection
A method and apparatus for classifying an input image as black and white or color is described. The method calculates a first ratio of a color pixel portion to a total pixel portion in the input image. Next, the method calculates a second ratio of the color pixel portion to a combined pixel portion in the input image, where the combined pixel portion comprises the color pixel portion and a dark black and white pixel portion. Finally, the method returns an indication the input image is black and white if the first ratio is less than a first threshold and the second ratio is less than a second threshold.
1. A method for classifying an input image as black and white or color comprising: calculating a first ratio of a color pixel portion to a total pixel portion in the input image; calculating a second ratio of the color pixel portion to a combined pixel portion in the input image, the combined pixel portion comprising the color pixel portion and a dark black and white pixel portion; and returning an indication the input image is black and white if the first ratio is less than a first threshold and the second ratio is less than a second threshold.
2. The method according to claim 1 wherein the input image is in RGB format.
3. The method according to claim 1 wherein the input image is sampled.
4. The method according to claim 3 wherein the input image is averaged to remove color deviation.
5. The method according to claim 1 wherein the input image is converted to a luminance-chromacity-based space.
6. The method according to claim 5 wherein the luminance-chromacity-based space is a YUV color space.
7. The method according to claim 1 wherein the total pixel portion comprises the color pixel portion, the dark black and white pixel portion, and a light black and white pixel portion.
8. An image processing device for classifying an input image as black and white or color comprising: means for calculating a first ratio of a color pixel portion to a total pixel portion in the input image; means for calculating a second ratio of the color pixel portion to a combined pixel portion in the input image, the combined pixel portion comprising the color pixel portion and a dark black and white pixel portion; and means for returning an indication the input image is black and white if the first ratio is less than a first threshold and the second ratio is less than a second threshold.
9. The image processing device according to claim 8 wherein the input image is in RGB format.
10. The image processing device according to claim 8 wherein the input image is sampled.
11. The image processing device according to claim 10 wherein the input image is averaged to remove color deviation.
12. The image processing device according to claim 8 wherein the input image is converted to a luminance-chromacity-based space.
13. The image processing device according to claim 12 wherein the luminance-chromacity-based space is a YUV color space.
14. The image processing device according to claim 8 wherein the total pixel portion comprises the color pixel portion, the dark black and white pixel portion, and a light black and white pixel portion.