The role of color in content-based image retrieval

Sethuraman Panchanathan, Y. C. Park, K. S. Kim, P. K. Kim, F. Golshani

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Abstract

Human color perception is subjective. In addition to RGB or HSV values representing color content, psychological factors, circumstantial factors, environmental factors, and physiological factors play an important role in encapsulating the color content. Typically, only the RGB of HSV values are used in indexing and retrieval of color images. In this paper, we demonstrate the superior retrieval performance of techniques which employ all of the above factors in color retrieval. We first present the variety of factors involved in human color perception and also an evaluation of the existing color indexing methods. Several interesting problems including comparison of images in color-perceptual domain and retrieval by color affection are illustrated as potential novel image query mechanisms.

Original languageEnglish (US)
Title of host publicationIEEE International Conference on Image Processing
Pages517-520
Number of pages4
Volume1
StatePublished - 2000
EventInternational Conference on Image Processing (ICIP 2000) - Vancouver, BC, Canada
Duration: Sep 10 2000Sep 13 2000

Other

OtherInternational Conference on Image Processing (ICIP 2000)
CountryCanada
CityVancouver, BC
Period9/10/009/13/00

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ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Hardware and Architecture
  • Electrical and Electronic Engineering

Cite this

Panchanathan, S., Park, Y. C., Kim, K. S., Kim, P. K., & Golshani, F. (2000). The role of color in content-based image retrieval. In IEEE International Conference on Image Processing (Vol. 1, pp. 517-520)