Systems and methods for adjusting image data to form highly compressible image planes
View Patent ↗The image data is processed into a background plane and a plurality of foreground planes. Holes are inserted onto the background plane, in regions which are assigned to a foreground plane. The background plane is sub-sampled, and holes remaining in the sub-sampled image are filled with the average color of the non-zero sub-sampled pixels over pre-determined blocks such as JPEG blocks. If a block is entirely made of holes, the block is filled with a constant color that is propagated from the average color of a previous block. The resulting background plane is far smoother than the original image data and thus can be effectively sub-sampled and highly compressed without adverse deterioration in reconstructed image quality.
1. A method for processing an image comprising:
identifying pixels in the image which are less critical;
substituting data into identified pixels, the data being chosen to provide a desired characteristic for processing the image;
generating a hole-image by setting to zero pixel values of pixels identified to be less critical to the image;
sub-sampling the hole-image, by averaging only non-zero pixel values in pixel neighborhoods to obtain sub-sampled pixel values for the sub-sampled hole-image, wherein each of the sub sampled pixel values has a non-zero value if a corresponding neighborhood has at least one non-zero pixel value, or a zero value if the corresponding neighborhood has all zero pixel values;
averaging the non-zero sub-sampled pixel values of the sub-sampled hole-image to obtain an avenge value; and
setting the sub-sampled pixel values of zero to the average value of the non-zero sub-sampled pixel values.
2. The method of claim 1 , wherein the desired characteristic is at least one of a compression characteristic and a processing speed.
3. The method of claim 1 , wherein the substituted data is an average of data values of non-identified pixels.
4. A method for processing an image to form a background plane and N-binary foreground planes, comprising:
inserting zeroes into pixel data for pixels in the background plane corresponding to areas which have been placed into one of the N-binary foreground planes, to generate a hole-image;
sub-sampling the hole-image to obtain one or more blocks of sub-sampled pixel values, each of the sub-sampled pixel values having a non-zero value if a corresponding neighborhood has at least one non-zero pixel value, or a zero value if the corresponding neighborhood has all zero pixel values;
averaging color values of only non-zero sub-sampled pixel values in each of the blocks to obtain a block average color value for each of the blocks; and
substituting sub-sampled pixel values of each of the blocks that are equal to zero to the block average color value of each of the blocks.
5. The method of claim 4 , further comprising:
identifying a previous block based on a predetermined criterion; and
substituting an average color value of the previous block for sub-sampled pixel values in a block in which all of the sub-sampled pixel values are zero.
6. The method of claim 5 , wherein the previous block is the previous block as defined by the JPEG order of blocks within a minimum coded unit.
7. The method of claim 4 , further comprising one or more of:
adjusting the image according to predefined requirements; and
setting a chroma value of a pixel to a midpoint in its allowed range when a luminance value of the pixel is at a maximum of its allowed range.
8. Tire method of claim 4 , wherein sub-sampling the hole-image comprises:
averaging one or more pixel values within a neighborhood of pixels to obtain a sub-sampled pixel value that corresponds to the neighborhood.
9. The method of claim 8 , wherein averaging the pixel values comprises:
summing the pixel values within the neighborhood of pixels; and
dividing the sum of pixel values by a number of only non-zero pixel values, to obtain the sub-sampled pixel value.
10. The method of claim 8 , wherein the neighborhood of pixels is a 2×2 neighborhood for luminance data, and a 4×4 neighborhood for chroma data.
11. An apparatus that processes an image, comprising:
a memory that stores image data and selector data, wherein the selector data identifies less critical portions of the image data;
a processor that sets less critical portions of the image data to zero based on the selector data:
a sub-sampling processor that sub-samples hole-image data and averages only the non-zero data values in a block of the sub-sampled hole-image data to obtain a block average valet; and
a pixel substitutor which substitutes the block average value of only the non-zero data values for the zero values in the sub-sampled hole-image data.
12. The apparatus of claim 11 , wherein the sub-sampling processor sub-samples the hole-image data by setting the sub-sample pixels to values equal to an average of only the non-zero pixels in contiguous, non-overlapping pixel neighborhoods.
13. The apparats of claim 12 , further comprising:
a hole-filler that identifies previous blocks based on predefined criteria, and replaces zero values of the blocks of sub-sampled hole-image data with a previous block average value, when the blocks of sub-sampled hole-image data consist entirely of zeroes.
14. The apparatus of claim 13 , wherein the previous block is the previous block as defined by the JPEG order of blocks within a minimum coded unit.
15. A computer-readable medium having computer-readable program code embodied therein, the computer-readable program code performing the method of claim 1 .
16. A xerographic marking device using the method of claim 1 .
17. A digital photocopier using the method of claim 1 .