Computer Analysis of Visual Textures

Tsuji Saburo Tomita Fumiaki

ISBN 10: 1461288320 / ISBN 13: 9781461288329

Editore: Springer, 2013

Print on Demand pp. 188 49:B&W 6.14 x 9.21 in or 234 x 156 mm (Royal 8vo) Perfect Bound on White w/Gloss Lam. Codice articolo 131524497

Riassunto:

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.

Contenuti: Statistical Texture Analysis.- Image Segmentation.- Shape Analysis.- Structural Texture Analysis.- Grouping.- System and Evaluation.- Object Recognition.- Shape from Texture.

Dati bibliografici

Titolo: Computer Analysis of Visual Textures
Casa editrice: Springer
Data di pubblicazione: 2013
Legatura: Brossura
Condizione: New