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Several mathematical methods are discussed in this paper, which are applied in image compression and restoration.
Singular value decomposition (SVD) is used in compressing image. Conjugate gradients (CG) method and truncated
Singular value decomposition (TSVD) regularization method are applied in image restoration. From the experience results
we can see that those methods are effective in image compression and image restoration.