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Computer Analysis of Visual Textures

  • Fumiaki Tomita
  • Saburo Tsuji

Table of contents

  1. Front Matter
    Pages i-xi
  2. Fumiaki Tomita, Saburo Tsuji
    Pages 1-11
  3. Fumiaki Tomita, Saburo Tsuji
    Pages 13-36
  4. Fumiaki Tomita, Saburo Tsuji
    Pages 37-55
  5. Fumiaki Tomita, Saburo Tsuji
    Pages 57-70
  6. Fumiaki Tomita, Saburo Tsuji
    Pages 71-82
  7. Fumiaki Tomita, Saburo Tsuji
    Pages 83-97
  8. Fumiaki Tomita, Saburo Tsuji
    Pages 99-114
  9. Fumiaki Tomita, Saburo Tsuji
    Pages 115-135
  10. Fumiaki Tomita, Saburo Tsuji
    Pages 137-162
  11. Back Matter
    Pages 163-173

About this book

Introduction

This book presents theories and techniques for perception of textures by computer. Texture is a homogeneous visual pattern that we perceive in surfaces of objects such as textiles, tree barks or stones. Texture analysis is one of the first important steps in computer vision since texture provides important cues to recognize real-world objects. A major part of the book is devoted to two-dimensional analysis of texture patterns by extracting statistical and structural features. It also deals with the shape-from-texture problem which addresses recovery of the three-dimensional surface shapes based on the geometry of projection of the surface texture to the image plane. Perception is still largely mysterious. Realizing a computer vision system that can work in the real world requires more research and ex­ periment. Capability of textural perception is a key component. We hope this book will contribute to the advancement of computer vision toward robust, useful systems. vVe would like to express our appreciation to Professor Takeo Kanade at Carnegie Mellon University for his encouragement and help in writing this book; to the members of Computer Vision Section at Electrotechni­ cal Laboratory for providing an excellent research environment; and to Carl W. Harris at Kluwer Academic Publishers for his help in preparing the manuscript.

Keywords

Image segmentation Textur cognition computer computer vision object recognition perception

Authors and affiliations

  • Fumiaki Tomita
    • 1
  • Saburo Tsuji
    • 2
  1. 1.Electrotechnical LaboratoryTsukubaJapan
  2. 2.Osaka UniversityToyonakaJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4613-1553-7
  • Copyright Information Springer-Verlag US 1990
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4612-8832-9
  • Online ISBN 978-1-4613-1553-7
  • Series Print ISSN 0893-3405
  • Buy this book on publisher's site