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Computer Vision Using Local Binary Patterns

The recent emergence of Local Binary Patterns (LBP) has led to significant progress in applying texture methods to various computer vision problems and applications. The focus of this research has broadened from 2D textures to 3D textures and spatiotemporal (dynamic) textures. Also, where texture wa...

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Bibliographic Details
Main Authors: Pietikäinen, Matti, Hadid, Abdenour (Author), Zhao, Guoying (Author), Ahonen, Timo (Author)
Format: eBook
Language:English
Published: London Springer London 2011, 2011
Edition:1st ed. 2011
Series:Computational Imaging and Vision
Subjects:
Image Processing / Digital Techniques
Computer Vision
Computer Imaging, Vision, Pattern Recognition And Graphics
Signal, Speech And Image Processing
Biometrics
Signal Processing
Mathematics
Automated Pattern Recognition
Biometric Identification
Pattern Recognition Systems
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Background
  • Local binary patterns for still images
  • Spatiotemporal LBP
  • Texture classification and segmentation
  • Description of interest regions
  • Applications in image retrieval and 3D recognition
  • Recognition and segmentation of dynamic textures
  • Background subtraction
  • Recognition of actions
  • Face analysis using still images
  • Face analysis using image sequences
  • Visual recognition of spoken phrases
  • LBP in different applications

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