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Image of Local Binary Patterns: New Variants and Applications

Electronic Resource

Local Binary Patterns: New Variants and Applications

Jain, Lakhmi C. - Personal Name; Brahnam, Sheryl - Personal Name; Nanni, Loris - Personal Name; Lumini, Alessandra - Personal Name;

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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.


Availability
Inventory Code Barcode Call Number Location Status
1408000269EB0000463006.37 LocCentral LibraryAvailable
Detail Information
Series Title
Studies in Computational Intelligence
Call Number
006.37 Loc
Publisher
Berlin, Heidelberg : Springer Berlin, Heidelberg., 2013
Collation
x, 271p.: Ill.
Language
English
ISBN/ISSN
978-3-642-39289-4
Classification
006.37
Content Type
Ebook
Media Type
-
Carrier Type
online resource
Edition
1
Subject(s)
Computer Vision
Specific Detail Info
-
Statement of Responsibility
RTS
Other version/related

No other version available

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  • Local Binary Patterns: New Variants and Applications
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