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＜電子ブック＞
Level Set and PDE Based Reconstruction Methods in Imaging : Cetraro, Italy 2008, Editors: Martin Burger, Stanley Osher / by Martin Burger, Andrea C.G. Mennucci, Stanley Osher, Martin Rumpf
(C.I.M.E. Foundation Subseries. ISSN:29461820 ; 2090)

版	1st ed. 2013.
出版者	(Cham : Springer International Publishing : Imprint: Springer)
出版年	2013
本文言語	英語
大きさ	VII, 319 p. 88 illus., 40 illus. in color : online resource
著者標目	*Burger, Martin author Mennucci, Andrea C.G author Osher, Stanley author Rumpf, Martin author SpringerLink (Online service)
件　名	LCSH:Differential equations LCSH:Mathematics -- Data processing  全ての件名で検索 LCSH:Computer vision FREE:Differential Equations FREE:Computational Mathematics and Numerical Analysis FREE:Computer Vision
一般注記	A Guide to the TV Zoo -- EM-TV methods for inverse problems with Poisson noise -- Variational Methods in Image Matching and Motion Extraction -- Metrics of Curves in Shape Optimization and Analysis This book takes readers on a tour through modern methods in image analysis and reconstruction based on level set and PDE techniques, the major focus being on morphological and geometric structures in images. The aspects covered include edge-sharpening image reconstruction and denoising, segmentation and shape analysis in images, and image matching. For each, the lecture notes provide insights into the basic analysis of modern variational and PDE-based techniques, as well as computational aspects and applications HTTP:URL=https://doi.org/10.1007/978-3-319-01712-9

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