A Generalized Vector-Valued Total Variation Algorithm 1.0

Date Added: July 07, 2013 | Visits: 355

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Compute the minimum of the generalized TV functionalT = || K*U - S ||^p + lambda*|| sqrt( (Dx(U))^2 + (Dy(U))^2 ) ||^qfor grayscale / color (vector) images using the IRN [1,2] algorithm, whereS: Input imagelambda: regularization parameterK: linear operatorU: Output imageReferences[1] P. Rodriguez, B. Wohlberg, "Efficient Minimization Method for a Generalized Total Variation Functional"IEEE Transactions on Image Processing, 2009, 18:2(322-332)[2] P. Rodriguez, B. Wohlberg, "A Generalized Vector-Valued Total Variation Algorithm" submmited to ICIP'09 (http://www.icip2009.org/)

Requirements: No special requirements

Platforms: Matlab

Keyword: Functionalquot, Generalized, Method, Minimization, Quotefficient, Rodriguez, Total, Transactions, Variation, Wohlberg

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License: Shareware

Size: 10 KB

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