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Redundant Multiscale Transforms and Their Application for Morphological Component Separation

Jean-Luc Starck, Michael Elad, D. Donoho

2004Advances in Imaging and Electron Physics

DOI: 10.1016/s1076-5670(04)32006-9

tlooto Summary

This chapter presents an alternative deterministic methodology, based on sparsity, toward the problem of morphological component analysis (MCA) and anchors this method with some conclusive theoretical results, essentially guaranteeing successful separation under some conditions.

Abstract

Abstract is not available.

Citation format

STARCK, Jean-Luc; ELAD, Michael; DONOHO, D. Redundant multiscale transforms and their application for morphological component separation. Advances in Imaging and Electron Physics, 2004, 132: 287–348.