Embedding non-Euclidean color spaces into Euclidean color spaces with minimal isometric disagreement

Isometric embedding of non-Euclidean color spaces into Euclidean color spaces is investigated. Owing to regions of nonzero Gaussian curvature within common non-Euclidean color spaces, we focus on the determination of transformations into Euclidean spaces with minimal isometric disagreement. A comput...

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Veröffentlicht in:Journal of the Optical Society of America. A, Optics, image science, and vision Optics, image science, and vision, 2007-06, Vol.24 (6), p.1516-1528
Hauptverfasser: URBAN, Philipp, ROSEN, Mitchell R, BERNS, Roy S, SCHLEICHER, Dierk
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creator URBAN, Philipp
ROSEN, Mitchell R
BERNS, Roy S
SCHLEICHER, Dierk
description Isometric embedding of non-Euclidean color spaces into Euclidean color spaces is investigated. Owing to regions of nonzero Gaussian curvature within common non-Euclidean color spaces, we focus on the determination of transformations into Euclidean spaces with minimal isometric disagreement. A computational method is presented for deriving such a color space transformation by means of a multigrid optimization, resulting in a simple color look-up table. The multigrid optimization is applied on the CIELAB space with the CMC, CIE94, and CIEDE2000 formulas. The mean disagreement between distances calculated by these formulas and Euclidean distances within the new spaces is far below 3% for all investigated color difference formulas. Color space transformations containing the inverse transformations are provided as MATLAB scripts at the first author's website.
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subjects Biological and medical sciences
Exact sciences and technology
Eye and associated structures. Visual pathways and centers. Vision
Fundamental and applied biological sciences. Psychology
Instruments, apparatus, components and techniques common to several branches of physics and astronomy
Optical instruments, equipment and techniques
Photometers, radiometers and colorimeters
Physics
Vertebrates: nervous system and sense organs
title Embedding non-Euclidean color spaces into Euclidean color spaces with minimal isometric disagreement
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