Local Binary Patterns: New Variants and Applications

Name: Local Binary Patterns: New Variants and Applications
SKU: 21452984
Price: 263.99 AUD
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Hardback

Series:

Studies in Computational Intelligence

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Description

This book introduces Local Binary Patterns (LBP), arguably one of the most powerful texture descriptors, and LBP variants. This volume provides the latest reviews of the literature and a presentation of some of the best LBP variants by researchers at the forefront of textual analysis research and research on LBP descriptors and variants. The value of LBP variants is illustrated with reported experiments using many databases representing a diversity of computer vision applications in medicine, biometrics, and other areas. There is also a chapter that provides an excellent theoretical foundation for texture analysis and LBP in particular. A special section focuses on LBP and LBP variants in the area of face recognition, including thermal face recognition. This book will be of value to anyone already in the field as well as to those interested in learning more about this powerful family of texture descriptors.

Release date Australia

September 12th, 2013

Audience

Professional & Vocational

Contributors

Edited by Alessandra Lumini
Edited by Lakhmi C. Jain
Edited by Loris Nanni
Edited by Sheryl Brahnam

Illustrations

5 Illustrations, color; 88 Illustrations, black and white; X, 271 p. 93 illus., 5 illus. in color.

Pages

271

Series

Studies in Computational Intelligence

Dimensions

155x235x20

ISBN-13

9783642392887

Product ID

21452984

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Local Binary Patterns: New Variants and Applications

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