Image compression and decompression using block prediction
AssigneeGoogle Inc.
InventorsJingyu Cui, Vivek Kwatra, Michele Covell, Mei Han, Saurabh Mathur
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AssigneeGoogle Inc.
InventorsJingyu Cui, Vivek Kwatra, Michele Covell, Mei Han, Saurabh Mathur
Estimating the term…
Compression of an image is performed based on prediction of target blocks of an image from candidate source blocks of the image. Heuristics are used for identifying the candidate source blocks, for example, source blocks are selected from within a cluster of similar blocks obtained by K-means clustering. For each target block, a region adjacent to the target block is identified and a set of candidate source blocks along with candidate source regions adjacent to the candidate source blocks are identified. The candidate source regions are ranked based on the differences between the candidate source regions and the target source region. Each candidate source block is described using its rank and residual information describing differences between the candidate source block and the target block. The candidate source block that can be described using a minimum amount of information is selected for predicting the target block.
A method performed by a computer for compressing a digital image, the method comprising:
A method performed by a computer system for decoding a compressed digital image, the method comprising:
A computer-implemented system for compressing a digital image, the system comprising:
A computer program product having a non-transitory computer-readable storage medium storing computer-executable code for compressing a digital image, the code comprising:
Dependencies are inferred from the claim text.