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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Bibliographic Details
Main Authors: Huang, Yongzhen, Tan, Tieniu (Author)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2014, 2014
Edition:1st ed. 2014
Series:SpringerBriefs in Computer Science
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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