Level Set and PDE Based Reconstruction Methods in Imaging

Cetraro, Italy 2008, Editors: Martin Burger, Stanley Osher

Nonfiction, Science & Nature, Mathematics, Differential Equations, Counting & Numeration
Cover of the book Level Set and PDE Based Reconstruction Methods in Imaging by Stanley Osher, Andrea C.G. Mennucci, Martin Burger, Martin Rumpf, Springer International Publishing
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Author: Stanley Osher, Andrea C.G. Mennucci, Martin Burger, Martin Rumpf ISBN: 9783319017129
Publisher: Springer International Publishing Publication: October 17, 2013
Imprint: Springer Language: English
Author: Stanley Osher, Andrea C.G. Mennucci, Martin Burger, Martin Rumpf
ISBN: 9783319017129
Publisher: Springer International Publishing
Publication: October 17, 2013
Imprint: Springer
Language: English

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.

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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.

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