Level set and PDE based reconstruction methods in imaging : Cetraro, Italy 2008
Author(s)
Bibliographic Information
Level set and PDE based reconstruction methods in imaging : Cetraro, Italy 2008
（Lecture notes in mathematics, 2090 . CIME Foundation subseries）
Springer, c2013
Available at 42 libraries
Note
"The present volume collects the lecture notes of courses given at the CIME Summer School in Cetraro in September 2008."--Pref
Includes bibliographical references
Description and Table of Contents
Description
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.
Table of Contents
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.
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