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SIAMCO
2000

Adaptive Image Reconstruction Using Information Measures

13 years 10 months ago
Adaptive Image Reconstruction Using Information Measures
We present a class of nonlinear adaptive image restoration filters which may be steered to preserve sharp edges and contrasts in the restorations. From a theoretical point of view we discuss the associated variational problems and prove existence of solutions in certain Sobolev spaces W1,p or in a BV -space. The degree of regularity of the solution may be understood as a mathematical explanation of the heuristic properties of the designed filters. Key words. adaptive image restoration filter, image restoration, variational methods AMS subject classifications. 49J52, 49N15, 94A17 PII. S0363012997324338
Ulrike Hermann, Dominikus Noll
Added 19 Dec 2010
Updated 19 Dec 2010
Type Journal
Year 2000
Where SIAMCO
Authors Ulrike Hermann, Dominikus Noll
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