C.I.M.E. Foundation Subseries

Level Set and PDE Based Reconstruction Methods in Imaging

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

Authors: Burger, M., Mennucci, A.C.G., Osher, S., Rumpf, M.

  • Examines a very timely subject at the core of mathematical imaging, a field growing at enormous speed
  • State of the art methods in image analysis, image reconstruction and shape analysis, combining analysis, computation, and applications will attract researchers from a broad range of fields (mathematics, computer sciences, engineering,...)
  • There is no comparable volume on the subjects covered
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eBook $44.99
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  • ISBN 978-3-319-01712-9
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  • Immediate eBook download after purchase
Softcover $59.99
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  • ISBN 978-3-319-01711-2
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About this book

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 (4 chapters)

  • A Guide to the TV Zoo

    Burger, Martin (et al.)

    Pages 1-70

  • EM-TV Methods for Inverse Problems with Poisson Noise

    Sawatzky, Alex (et al.)

    Pages 71-142

  • Variational Methods in Image Matching and Motion Extraction

    Rumpf, Martin

    Pages 143-204

  • Metrics of Curves in Shape Optimization and Analysis

    Mennucci, Andrea C. G.

    Pages 205-319

Buy this book

eBook $44.99
price for USA (gross)
  • ISBN 978-3-319-01712-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA
  • ISBN 978-3-319-01711-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Level Set and PDE Based Reconstruction Methods in Imaging
Book Subtitle
Cetraro, Italy 2008, Editors: Martin Burger, Stanley Osher
Authors
Series Title
C.I.M.E. Foundation Subseries
Series Volume
2090
Copyright
2013
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-01712-9
DOI
10.1007/978-3-319-01712-9
Softcover ISBN
978-3-319-01711-2
Edition Number
1
Number of Pages
VII, 319
Number of Illustrations and Tables
48 b/w illustrations, 40 illustrations in colour
Topics