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Author C.I.M.E. Summer School (2008 : Cetraro, Italy)

Title Level set and PDE based reconstruction methods in imaging : Cetraro, Italy 2008 / Martin Burger, Andrea C.G. Mennucci, Stanley Osher, Martin Rumpf ; Editors: Martin Burger, Stanley Osher
Published Cham : Springer, 2013


Description 1 online resource (vii, 319 pages) : illustrations (some color)
Series Lecture Notes in Mathematics, 0075-8434 ; 2090
Lecture notes in mathematics (Springer-Verlag) ; 2090.
Contents A Guide to the TV Zoo / Martin Burger, Stanley Osher -- EM-TV methods for inverse problems with Poisson noise / Alex Sawatzky ... [and more] -- Variational Methods in Image Matching and Motion Extraction / Martin Rumof -- Metrics of Curves in Shape Optimization and Analysis / Andrea C.G. Mennucci
Summary 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
Notes Online resource; title from PDF title page (SpringerLink, viewed October 21, 2013)
Subject Differential equations, Partial -- Congresses
Image analysis -- Congresses
Level set methods -- Congresses
Inverse problems (Differential equations) -- Congresses
Differential equations, Partial.
Image analysis.
Inverse problems (Differential equations)
Level set methods.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Burger, Martin, author editor
Osher, Stanley, author editor
ISBN 9783319017129