Level Set and PDE Based Reconstruction Methods in Imaging: Cetraro, Italy 2008, Editors: Martin Burger, Stanley Osher

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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.

Author(s): Martin Burger, Andrea C.G. Mennucci, Stanley Osher, Martin Rumpf (auth.)
Series: Lecture Notes in Mathematics 2090
Edition: 1
Publisher: Springer International Publishing
Year: 2013

Language: English
Pages: 319
Tags: Partial Differential Equations;Computational Mathematics and Numerical Analysis;Image Processing and Computer Vision

Front Matter....Pages i-vii
A Guide to the TV Zoo....Pages 1-70
EM-TV Methods for Inverse Problems with Poisson Noise....Pages 71-142
Variational Methods in Image Matching and Motion Extraction....Pages 143-204
Metrics of Curves in Shape Optimization and Analysis....Pages 205-319
Back Matter....Pages 321-322