Level Set and PDE Based Reconstruction Methods in Imaging von Martin Burger | Cetraro, Italy 2008, Editors: Martin Burger, Stanley Osher | ISBN 9783319017112

Level Set and PDE Based Reconstruction Methods in Imaging

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

von Martin Burger, Andrea C.G. Mennucci, Stanley Osher und Martin Rumpf
Mitwirkende
Autor / AutorinMartin Burger
Autor / AutorinAndrea C.G. Mennucci
Autor / AutorinStanley Osher
Autor / AutorinMartin Rumpf
Buchcover Level Set and PDE Based Reconstruction Methods in Imaging | Martin Burger | EAN 9783319017112 | ISBN 3-319-01711-X | ISBN 978-3-319-01711-2

Level Set and PDE Based Reconstruction Methods in Imaging

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

von Martin Burger, Andrea C.G. Mennucci, Stanley Osher und Martin Rumpf
Mitwirkende
Autor / AutorinMartin Burger
Autor / AutorinAndrea C.G. Mennucci
Autor / AutorinStanley Osher
Autor / AutorinMartin Rumpf

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.