Local Binary Patterns: New Variants and Applications

Local Binary Patterns: New Variants and Applications

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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.Only in 2D does it perform poorly. ... The matlab code of Ternary is available at www.bias.csr.unibo.itnannilpq. zip. ... that extract useful features from the distribution in the images, using Gabor filters to extract the most important bins of the LPQ.


Title:Local Binary Patterns: New Variants and Applications
Author: Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini
Publisher:Springer - 2013-09-01
ISBN-13:

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