Local Binary Patterns: New Variants and Applications: 506 (Studies in Computational Intelligence) - Hardcover

Buch 49 von 538: Studies in Computational Intelligence
 
9783642392887: Local Binary Patterns: New Variants and Applications: 506 (Studies in Computational Intelligence)
Hardcover
ISBN 10: 3642392881 ISBN 13: 9783642392887
Verlag: Springer, 2013

Inhaltsangabe

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.

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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.

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Verlag
Springer
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3642392881
ISBN 13 
9783642392887
Einband
Tapa dura
Anzahl der Seiten
284
Herausgeber
Jain Lakhmi C., Nanni Loris, Brahnam Sheryl
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
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Weitere beliebte Ausgaben desselben Titels

9783662508480: Local Binary Patterns: New Variants and Applications: 506 (Studies in Computational Intelligence)

Vorgestellte Ausgabe

ISBN 10:  3662508486 ISBN 13:  9783662508480
Verlag: Springer, 2016
Softcover