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Local Binary Patterns: New Variants and Applications

Name: Local Binary Patterns: New Variants and Applications
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01663977
Price: 103.1 EUR
Availability: InStock
Author: Sheryl Brahnam
ISBN: 9783642392887

Language

English

Book Hardback

Libristo code: 01663977

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, September 2013

This book introduces Local Binary Patterns (LBP), arguably one of the most powerful texture descript... Full description

Libristo code: 01663977

249 b

103.10 €

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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.