Local Binary Patterns: New Variants and Applications
Editors: Brahnam, S., Jain, L.C., Nanni, L., Lumini, A. (Eds.)
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- About this book
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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.
- Table of contents (11 chapters)
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Introduction to Local Binary Patterns: New Variants and Applications
Pages 1-13
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A Unifying Framework for LBP and Related Methods
Pages 17-46
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Local Phase Quantization for Blur Insensitive Texture Description
Pages 49-84
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The Geometric Local Textural Patterns (GLTP)
Pages 85-112
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Local Configuration Features and Discriminative Learnt Features for Texture Description
Pages 113-129
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Table of contents (11 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Local Binary Patterns: New Variants and Applications
- Editors
-
- Sheryl Brahnam
- Lakhmi C. Jain
- Loris Nanni
- Alessandra Lumini
- Series Title
- Studies in Computational Intelligence
- Series Volume
- 506
- Copyright
- 2014
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-642-39289-4
- DOI
- 10.1007/978-3-642-39289-4
- Hardcover ISBN
- 978-3-642-39288-7
- Softcover ISBN
- 978-3-662-50848-0
- Series ISSN
- 1860-949X
- Edition Number
- 1
- Number of Pages
- X, 271
- Number of Illustrations
- 88 b/w illustrations, 5 illustrations in colour
- Topics