14. Color Feature Description

  1. Theo Gevers,
  2. Arjan Gijsenij,
  3. Joost van de Weijer and
  4. Jan-Mark Geusebroek
  1. With contributions by Gertjan J. Burghouts

Published Online: 21 AUG 2012

DOI: 10.1002/9781118350089.ch14

Color in Computer Vision: Fundamentals and Applications

Color in Computer Vision: Fundamentals and Applications

How to Cite

Gevers, T., Gijsenij, A., van de Weijer, J. and Geusebroek, J.-M. (2012) Color Feature Description, in Color in Computer Vision: Fundamentals and Applications, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118350089.ch14

Author Information

  1. Color in Computer Vision, John Wiley & Sons, Inc., Hoboken, NJ, USA

Author Information

  1. Color Descriptors. In Theo Gevers, Arjan Gijsenij, Joost van de Weijer, and Jan-Mark Geusebroek, Color in Computer Vision, John Wiley & Sons, Inc., Hoboken, NJ, USA.

Publication History

  1. Published Online: 21 AUG 2012
  2. Published Print: 20 AUG 2012

ISBN Information

Print ISBN: 9780470890844

Online ISBN: 9781118350089

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Keywords:

  • color feature, information content and Fisher criterion;
  • SIFT, encoding distribution of Gaussian gradients within image region;
  • descriptor performance of full photometric, and color SIFT descriptors;
  • color invariant outperforming gray-value/noninvariant color descriptors;
  • invariant constancy, against varying imaging conditions

Summary

This chapter contains sections titled:

  • Gaussian Derivative-Based Descriptors

  • Discriminative Power

  • Level of Invariance

  • Information Content

  • Summary