Level Set and PDE Based Reconstruction Methods in Imaging

Cetraro, Italy 2008, Editors: Martin Burger, Stanley Osher
2013
ISBN: 978-3-319-01711-2
Verlag: Springer International Publishing

Buch, Englisch, Band 2090, 319 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 5037 g

Reihe: Lecture Notes in Mathematics

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.

Zielgruppe

Research

Autoren/Hrsg.

Burger, Martin

Rumpf, Martin

Mennucci, Andrea C.G.

Osher, Stanley

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning

Inhaltsverzeichnis

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.