Color constant color indexing

B. V. Funt, G. D. Finlayson

Research output: Contribution to journalArticlepeer-review

462 Citations (Scopus)

Abstract

Objects can be recognized on the basis of their color alone by color indexing, a technique developed by Swain-Ballard (1991) which involves matching color-space histograms. Color indexing fails, however, when the incident illumination varies either spatially or spectrally. Although this limitation might be overcome by preprocessing with a color constancy algorithm, we instead propose histogramming color ratios. Since the ratios of color RGB triples from neighboring locations are relatively insensitive to changes in the incident illumination, this circumvents the need for color constancy preprocessing. Results of tests with the new color-constant-color-indexing algorithm on synthetic and real images show that it works very well even when the illumination varies spatially in its intensity and color.
Original languageEnglish
Pages (from-to)522-529
Number of pages8
JournalIEEE Transactions on Pattern Analysis and Machine Intelligence
Volume17
Issue number5
DOIs
Publication statusPublished - 1995

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