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Uniform color spaces and natural image statistics |
JOSA A, Vol. 29, Issue 2, pp. A182-A187 (2012)
http://dx.doi.org/10.1364/JOSAA.29.00A182
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Abstract
Many aspects of visual coding have been successfully predicted by starting from the statistics of natural scenes and then asking how the stimulus could be efficiently represented. We started from the representation of color characterized by uniform color spaces, and then asked what type of color environment they implied. These spaces are designed to represent equal perceptual differences in color discrimination or appearance by equal distances in the space. The relative sensitivity to different axes within the space might therefore reflect the gamut of colors in natural scenes. To examine this, we projected perceptually uniform distributions within the Munsell, CIE
© 2012 Optical Society of America
OCIS Codes
(330.1690) Vision, color, and visual optics : Color
(330.1720) Vision, color, and visual optics : Color vision
(330.5020) Vision, color, and visual optics : Perception psychology
(330.7310) Vision, color, and visual optics : Vision
ToC Category:
Color in natural or complex scenes
History
Original Manuscript: September 12, 2011
Revised Manuscript: November 17, 2011
Manuscript Accepted: November 18, 2011
Published: January 26, 2012
Virtual Issues
Vol. 7, Iss. 4 Virtual Journal for Biomedical Optics
Citation
Kyle C. McDermott and Michael A. Webster, "Uniform color spaces and natural image statistics," J. Opt. Soc. Am. A 29, A182-A187 (2012)
http://www.opticsinfobase.org/josaa/abstract.cfm?URI=josaa-29-2-A182
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