Computer Vision Using Local Binary Patterns

Computer Vision Using Local Binary Patterns

by Pietikäinen, Matti

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Title Statements

  • Full title :Computer Vision Using Local Binary Patterns / Matti Pietikäinen [and 3 others].

Edition Statements

  • Publication Date:2011

Publication Statements

  • Publisher(s):Springer
  • Place of Publication:London
  • Language:eng
  • Publication Date:2011

The Physical Object

  • Description:xv, 207 pages : : illustrations ; : 25 cm.

Edition Identifiers

  • ISBN:9780857297471, 0857297473
  • oclc:ocn733237238
  • LC Classification:TA1634

Table of Contents

Part I: Local binary pattern operators -- Background -- Local binary patterns for still images -- Spatiotemporal LBP -- Part II: Analysis of still images -- Texture classification and segmentation -- Description of interest regions -- Applications in image retrieval and 3D recognition -- Part III: Motion analysis -- Recognition and segmentation of dynamic textures -- Background subtraction -- Recognition of actions -- Part IV: Face analysis -- Face analysis using still images -- Face analysis using image sequences -- Visual recognition of spoken phrases -- Part V: LBP in various computer vision applications -- LBP in different applications.

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Subjects

Computer vision Perception des formes Reconnaissance des formes (Informatique) Vision par ordinateur

Writers

Pietikäinen, Matti

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