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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Pietikäinen, Matti (Autor), Hadid, Abdenour (Autor), Zhao, Guoying (Autor), Ahonen, Timo (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Colección:Computational Imaging and Vision ; 40
Temas:
Mathematics.
Image processing-Digital techniques.
Computer vision.
Pattern recognition systems.
Biometric identification.
Signal processing.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer Vision.
Automated Pattern Recognition.
Biometrics.
Signal, Speech and Image Processing .
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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