Feature Coding for Image Representation and Recognition

This brief presents a comprehensive introduction to feature coding, which serves as a key module for the typical object recognition pipeline. The text offers a rich blend of theory and practice while reflects the recent developments on feature coding, covering the following five aspects: (1) Review...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Huang, Yongzhen (Autor), Tan, Tieniu (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:SpringerBriefs in Computer Science,
Temas:
Pattern recognition systems.
Computer vision.
Artificial intelligence.
Algorithms.
Automated Pattern Recognition.
Computer Vision.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 1. Introduction
  • 2. Taxonomy
  • 3. Representative Feature Coding Algorithms
  • 4. Evolution of Feature Coding
  • 5. Experimental Study of Feature Coding
  • 6. Enhancement via Integrating Spatial Information
  • 7. Enhancement via Integrating High Order Coding Information
  • 8. Conclusion.

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