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Level set and PDE based reconstruction methods in imaging : Cetraro, Italy, 2008 / Martin Burger, Andrea C.G. Mennucci, Stanley Osher, Martin Rumpf ; editors: Martin Burger, Stanley Osher.

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Meeting:
C.I.M.E. Summer School (2008 : Cetraro, Italy)
Language:
English.
Publication date:
2013
Publication:
Cham [Switzerland] : Springer ; Firenze : Fondazione CIME Roberto Conti, [2013]
Copyright notice:
©2013
Format:
  • Book, Conference Proceedings
  • vii, 319 pages : illustrations (some color) ; 24 cm.
Bibliography:
Includes bibliographical references.
Contents:
  • A guide to the TV zoo / Martin Burger and Stanley Osher
  • EM-TV methods for inverse problems with Poisson noise / Alex Sawatzky ... [et al]
  • Variational methods in image matching and motion extraction / Martin Rumof
  • Metrics of curves in shape optimization and analysis / Andrea C.G. Mennucci.
Summary:
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.
Contributor:
Burger, Martin (Mathematician)
Osher, Stanley.
Mennucci, Andrea Carlo Giuseppe.
Rumpf, Martin.
Series:
Lecture notes in mathematics, 0075-8434 ; 2090
CIME Foundation subseries
Lecture notes in mathematics (Springer-Verlag) 2090.
Lecture notes in mathematics (Springer-Verlag). CIME Foundation subseries.
Subjects:
ISBN:
9783319017112
331901711X

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