Signal Processing for Computer Vision

  • Gösta H. Granlund
  • Hans Knutsson

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Gösta H. Granlund, Hans Knutsson
    Pages 1-39
  3. Gösta H. Granlund, Hans Knutsson
    Pages 41-95
  4. Gösta H. Granlund, Hans Knutsson
    Pages 97-116
  5. Gösta H. Granlund, Hans Knutsson
    Pages 117-197
  6. Gösta H. Granlund, Hans Knutsson
    Pages 199-218
  7. Gösta H. Granlund, Hans Knutsson
    Pages 219-258
  8. Gösta H. Granlund, Hans Knutsson
    Pages 259-278
  9. Gösta H. Granlund, Hans Knutsson
    Pages 279-295
  10. Gösta H. Granlund, Hans Knutsson
    Pages 297-308
  11. Gösta H. Granlund, Hans Knutsson
    Pages 309-342
  12. Gösta H. Granlund, Hans Knutsson
    Pages 343-365
  13. Gösta H. Granlund, Hans Knutsson
    Pages 367-397
  14. Gösta H. Granlund, Hans Knutsson
    Pages 399-418
  15. Back Matter
    Pages 419-437

About this book

Introduction

Signal Processing for Computer Vision is a unique and thorough treatment of the signal processing aspects of filters and operators for low-level computer vision.
Computer vision has progressed considerably over recent years. From methods only applicable to simple images, it has developed to deal with increasingly complex scenes, volumes and time sequences. A substantial part of this book deals with the problem of designing models that can be used for several purposes within computer vision. These partial models have some general properties of invariance generation and generality in model generation.
Signal Processing for Computer Vision is the first book to give a unified treatment of representation and filtering of higher order data, such as vectors and tensors in multidimensional space. Included is a systematic organisation for the implementation of complex models in a hierarchical modular structure and novel material on adaptive filtering using tensor data representation.
Signal Processing for Computer Vision is intended for final year undergraduate and graduate students as well as engineers and researchers in the field of computer vision and image processing.

Keywords

Adaptive Filter Adaptive filtering Phase Signal computer computer vision filtering image processing model optimization organization signal processing

Authors and affiliations

  • Gösta H. Granlund
    • 1
  • Hans Knutsson
    • 1
  1. 1.Linköping UniversitySweden

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4757-2377-9
  • Copyright Information Springer-Verlag US 1995
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4419-5151-9
  • Online ISBN 978-1-4757-2377-9
  • About this book
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