Image compression techniques aim to reduce redundant information in order\nto allow data storage and transmission in an efficient way. In this work, we\npropose and analyze a lossy image compression method based on the singular\nvalue decomposition using an optimal choice of eigenvalues and an adaptive\nmechanism for block partitioning. Experiments are conducted on several images\nto demonstrate the effectiveness of the proposed compression method in\ncomparison with the direct application of the singular value decomposition.
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