Reducing computation time in removing color aliasing artifacts from color digital images
View Patent ↗A method of reducing color aliasing artifacts from a color digital image having color pixels including providing luminance and chrominance signals from the color digital image; downsampling the luminance and chrominance signals; using such downsampled luminance and chrominance signals to separate the image into textured and nontextured regions having boundaries; cleaning the downsampled chrominance signals in the textured regions in response to the boundaries of the textured region and the downsampled chrominance signals; cleaning the downsampled chrominance signals in the nontextured regions in response to the downsampled chrominance signals; upsampling the downsampled noise-cleaned chrominance signals; and using the luminance and upsampled noise-cleaned chrominance signals to provide a color digital image having reduced color aliasing artifacts.
1. A method of reducing color aliasing artifacts from a color digital image having color pixels comprising the steps of:
(a) providing luminance and chrominance signals from the color digital image;
(b) downsampling the luminance and chrominance signals;
(c) using such downsampled luminance and chrominance signals to separate the image into textured and nontextured regions having boundaries;
(d) cleaning the downsampled chrominance signals in the textured regions in response to the boundaries of the textured region and the downsampled chrominance signals;
(e) cleaning the downsampled chrominance signals in the nontextured regions in response to the downsampled chrominance signals;
(f) upsampling the downsampled noise-cleaned chrominance signals; and
(g) using the luminance and upsampled noise-cleaned chrominance signals to provide a color digital image having reduced color aliasing artifacts.
2. The method of claim 1 wherein step (b) is provided a plurality of times to produce the reduced resolution color digital image.
3. The method of claim 1 wherein step (d) the color pixels in the downsampled chrominance signals are selected so that color pixels to be averaged do not extend beyond the boundaries of the textured region.
4. The method of claim 1 wherein step (e) the color pixels in the downsampled chrominance signals are selected so that the averaged colored pixels have corresponding downsampled chrominance values to the downsampled chrominance values of the pixel to be noise-cleaned.
5. The method of claim 1 wherein step (f) is provided a plurality of times to produce an original resolution color digital image.
6. A method of image processing a color digital image which includes minimizing color aliasing artifacts from a processed color digital image comprising the steps of:
(a) image processing an input color digital image to produce a new color digital image that is modified with respect to the input color digital image;
(b) converting the color digital image into a color space having luminance and chrominance content;
(c) reducing the number of color pixels in the color digital image to provide at least one lower resolution color digital image;
(d) reducing aliasing artifacts in the chrominance content of the lower resolution color digital image by averaging chrominance values in a neighborhood of a color pixel of interest, wherein the color pixels averaged adjacent the color pixel of interest are related to the degree of image texture within the neighborhood;
(e) interpolating the aliasing reduced chrominance signal to a higher resolution; and
(f) using the original luminance signal and the interpolated chrominance signal to provide a color digital image which is either the input color digital image or the new color digital image so that the processed digital image has reduced color aliasing artifacts.
7. A computer program product which practices the method of claim 1 .