More than 1,900 Springer Protocols eBooks at just $9.99 each! Get yours today>>

Computational Imaging and Vision

Mathematical Methods for Signal and Image Analysis and Representation

Editors: Florack, L., Duits, R., Jongbloed, G., van Lieshout, M.C., Davies, L. (Eds.)

  • Provides a unique compilation of mathematical methodologies, both statistical as well as deterministic, for a variety of applications in signal and image analysis, and offers insight by emphasizing conceptual relations and formal analogies  
  • May serve as a source of inspiration for anyone seeking a solid foundation for applications in computer vision or medical imaging, or models of visual perception  
  • Originates from a EURANDOM workshop and thus presents state-of-the-art quality research 
see more benefits

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-1-4471-2353-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.00
price for USA
  • ISBN 978-1-4471-2352-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.00
price for USA
  • ISBN 978-1-4471-5890-5
  • 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
About this book

Mathematical Methods for Signal and Image Analysis and Representation presents the mathematical methodology for generic image analysis tasks. In the context of this book an image may be any m-dimensional empirical signal living on an n-dimensional smooth manifold (typically, but not necessarily, a subset of spacetime). The existing literature on image methodology is rather scattered and often limited to either a deterministic or a statistical point of view. In contrast, this book brings together these seemingly different points of view in order to stress their conceptual relations and formal analogies.

Furthermore, it does not focus on specific applications, although some are detailed for the sake of illustration, but on the methodological frameworks on which such applications are built, making it an ideal companion for those seeking a rigorous methodological basis for specific algorithms as well as for those interested in the fundamental methodology per se.

Covering many topics at the forefront of current research, including anisotropic diffusion filtering of tensor fields, this book will be of particular interest to graduate and postgraduate students and researchers in the fields of computer vision, medical imaging and visual perception.

Table of contents (16 chapters)

  • A Short Introduction to Diffusion-Like Methods

    Scharr, Hanno (et al.)

    Pages 1-30

  • Adaptive Filtering Using Channel Representations

    Felsberg, Michael

    Pages 31-48

  • 3D-Coherence-Enhancing Diffusion Filtering for Matrix Fields

    Burgeth, Bernhard (et al.)

    Pages 49-63

  • Structural Adaptive Smoothing: Principles and Applications in Imaging

    Polzehl, Jörg (et al.)

    Pages 65-81

  • SPD Tensors Regularization via Iwasawa Decomposition

    Gur, Yaniv (et al.)

    Pages 83-100

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-1-4471-2353-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.00
price for USA
  • ISBN 978-1-4471-2352-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.00
price for USA
  • ISBN 978-1-4471-5890-5
  • 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
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Mathematical Methods for Signal and Image Analysis and Representation
Editors
  • Luc Florack
  • Remco Duits
  • Geurt Jongbloed
  • Marie Colette van Lieshout
  • Laurie Davies
Series Title
Computational Imaging and Vision
Series Volume
41
Copyright
2012
Publisher
Springer-Verlag London
Copyright Holder
The Editor(s) (if applicable) and The Author(s) 2018
eBook ISBN
978-1-4471-2353-8
DOI
10.1007/978-1-4471-2353-8
Hardcover ISBN
978-1-4471-2352-1
Softcover ISBN
978-1-4471-5890-5
Series ISSN
1381-6446
Edition Number
1
Number of Pages
XII, 320
Topics