Method and apparatus to detect artificial edges in images
View Patent ↗The present invention generally relates to automatic detection of video artifacts. The present invention relates to automatically detect out the images with visible artifacts due to STB decoding error based on a generated artificial edge map. In particular, the application teaches a method to detect out the images with the visible artifacts and how to identify artificial edges from texture (natural) edges. The present system identifies that artificial edges are most significant in local area, while texture edges are often together with some other texture edges.
1. A method comprising:
receiving an image;
generating an edge value for each of a plurality of pixels by weighting said each of said plurality of pixels with a plurality of neighboring pixels;
generating a first continuous edge if a plurality of said edge values exceed a first threshold and a number of consecutive edge values exceeding said first threshold exceeds a second threshold;
determining whether a second continuous edge exists in a region surrounding said first continuous edge; and
generating an indication of an artifact in response to determining that said second continuous edge does not exist.
2. The method of claim 1 wherein said generating an indication of an artifact further comprising:
determining whether said first continuous edge exceeds a third threshold in length, wherein said generating an indication of an artifact is further in response to determining that said first continuous edge does not exceed said third threshold in length.
3. The method of claim 1 wherein said first threshold is a predetermined weighted difference between neighboring pixels.
4. The method of claim 1 wherein said second threshold is a predetermined number of consecutive edge values which exceed said first threshold.
5. The method of claim 2 wherein said third threshold is a predetermined number of consecutive edge values greater than said second threshold.
6. The method of claim 1 wherein a luminance value is determined for each of said plurality of pixels.
7. An apparatus comprising:
a processor configured to generate an edge value for each of a plurality of pixels within an image by weighting said each of said plurality of pixels with a plurality of neighboring pixels, and to generate a first continuous edge if a plurality of said edge values exceed a first threshold and a number of consecutive edge values exceeding said first threshold exceeds a second threshold, and to determine whether a second continuous edge exists in a region surrounding said first continuous edge, and to generate an indication of an artifact in response to determining that said second continuous edge does not exist.
8. The apparatus of claim 7 wherein said processor is further operative to determine whether said first continuous edge exceeds a third threshold in length and to generate said indication of an artifact in response to determining that said first continuous edge does not exceed said third threshold in length.
9. The apparatus of claim 7 wherein said first threshold is a predetermined weighted difference between neighboring pixels.
10. The apparatus of claim 7 wherein said second threshold is a predetermined number of consecutive edge values which exceed said first threshold.
11. The apparatus of claim 8 wherein said third threshold is a predetermined number of consecutive edge values greater than said second threshold.
12. The apparatus of claim 7 wherein a luminance value is determined for each of said plurality of pixels.