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International Journal of Biomedical Imaging logoLink to International Journal of Biomedical Imaging
. 2006 Aug 6;2006:89095. doi: 10.1155/IJBI/2006/89095

Total Variation Wavelet-Based Medical Image Denoising

Yang Wang 1,, Haomin Zhou 1
PMCID: PMC2324055  PMID: 23165057

Abstract

We propose a denoising algorithm for medical images based on a combination of the total variation minimization scheme and the wavelet scheme. We show that our scheme offers effective noise removal in real noisy medical images while maintaining sharpness of objects. More importantly, this scheme allows us to implement an effective automatic stopping time criterion.

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