Studies in Computational Intelligence

Local Binary Patterns: New Variants and Applications

Editors: Brahnam, S., Jain, L.C., Nanni, L., Lumini, A. (Eds.)

  • Latest research on Local Binary Pattern
  • Documentation and introduction to Local Binary Patterns and its applications
  • Written by leading experts in the field
see more benefits

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-642-39289-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-642-39288-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 13, 2016
  • ISBN 978-3-662-50848-0
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
About this book

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)

  • Introduction to Local Binary Patterns: New Variants and Applications

    Brahnam, Sheryl (et al.)

    Pages 1-13

  • A Unifying Framework for LBP and Related Methods

    Bianconi, Francesco (et al.)

    Pages 17-46

  • Local Phase Quantization for Blur Insensitive Texture Description

    Heikkilä, Janne (et al.)

    Pages 49-84

  • The Geometric Local Textural Patterns (GLTP)

    Orjuela Vargas, S. A. (et al.)

    Pages 85-112

  • Local Configuration Features and Discriminative Learnt Features for Texture Description

    Guo, Yimo (et al.)

    Pages 113-129

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-642-39289-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-642-39288-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 13, 2016
  • ISBN 978-3-662-50848-0
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
Loading...

Recommended for you

Loading...

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 and Tables
88 b/w illustrations, 5 illustrations in colour
Topics