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Total variation and duality for blind image deconvolution, staircase reduction, and texture extraction

Posted on:2007-07-11Degree:Ph.DType:Dissertation
University:University of California, Los AngelesCandidate:Park, Frederick EFull Text:PDF
GTID:1458390005984518Subject:Mathematics
Abstract/Summary:
This dissertation contains the study of variational models for image restoration which address problems in auto-focusing for blind image deblurring, the blind recovery of blurred images that have been further degraded by occlusions, multiscale image decomposition, contrast and geometry preserving denoising, dynamics for standard denoising problems, staircase reduction in texture extraction problems, and high order duality based methods.
Keywords/Search Tags:Image, Blind
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