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Image Structure : Computational Imaging and Vision - Luc Florack

Image Structure

Computational Imaging and Vision

Hardcover

Published: 30th September 1997
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Despite the fact that images constitute the main objects in computer vision and image analysis, there is remarkably little concern about their actual definition. In this book a complete account of image structure is proposed in terms of rigorously defined machine concepts, using basic tools from algebra, analysis, and differential geometry. Machine technicalities such as discretisation and quantisation details are de-emphasised, and robustness with respect to noise is manifest.
From the foreword by Jan Koenderink:
`It is my hope that the book will find a wide audience, including physicists - who still are largely unaware of the general importance and power of scale space theory, mathematicians - who will find in it a principled and formally tight exposition of a topic awaiting further development, and computer scientists - who will find here a unified and conceptually well founded framework for many apparently unrelated and largely historically motivated methods they already know and love. The book is suited for self-study and graduate courses, the carefully formulated exercises are designed to get to grips with the subject matter and prepare the reader for original research.'

Foreword
Preface
Introductionp. 1
Basic Conceptsp. 13
Local Samples and Imagesp. 39
The Scale-Space Paradigmp. 89
Local Image Structurep. 133
Multiscale Optic Flowp. 175
Geometry and Tensor Calculusp. 205
The Filters [actual symbol not reproducible]p. 219
Proof of Proposition 5.4p. 223
Proof of Proposition 5.5p. 225
Solutions to Problemsp. 227
Symbolsp. 237
Glossaryp. 239
Bibliographyp. 245
Indexp. 259
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780792348085
ISBN-10: 0792348087
Series: Computational Imaging and Vision
Audience: General
Format: Hardcover
Language: English
Number Of Pages: 271
Published: 30th September 1997
Publisher: Springer
Country of Publication: NL
Dimensions (cm): 23.4 x 15.6  x 1.91
Weight (kg): 1.3