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...

Full description

Bibliographic Details
Main Authors: Pietikäinen, Matti, Hadid, Abdenour (Author), Zhao, Guoying (Author), Ahonen, Timo (Author)
Format: eBook
Published: London Springer London 2011, 2011
Edition:1st ed. 2011
Series:Computational Imaging and Vision
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