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Bounds for the Condition Numbers of Spatially-variant Convolution Matrices in Image Restoration Problems

Stanley H. Chan, Ankit K. Jain, Truong Q. Nguyen, and Edmund Y. Lam

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Abstract

This paper presents theoretical results on the condition numbers of spatially variant convolution matrices. We show that they are bounded by the condition numbers of its circulant components.

© 2011 Optical Society of America

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