Sparse decomposition of image is very high computational complexity of this problem, a block adaptive image sparse decomposition algorithm. The sparse decomposition algorithm based on complexity and computing time to be decomposition of the relationship between image size, to be non-overlapping decomposition of the image into small pieces, then each small image sparse decomposition. According to the complexity of each piece, adaptive sparse decomposition of the end to decide.

Adaptive Block - based Image Sparse Decomposition.pdf

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