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

Martin Burger ... [et al.] ; editors, Martin Burger, Stanley Osher

(Lecture notes in mathematics, 2090 . CIME Foundation subseries)

Springer, c2013

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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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Details
  • NCID
    BB13950932
  • ISBN
    • 9783319017112
  • LCCN
    2013950139
  • Country Code
    sz
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    Cham
  • Pages/Volumes
    vii, 319 p.
  • Size
    24 cm
  • Parent Bibliography ID
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