The Computation of Color

作者: Anya C. Hurlbert

DOI:

关键词: PsychophysicsColor visionLightnessArtificial intelligenceComputational problemColor constancyLuminanceComputer visionStandard illuminantMathematicsColor normalization

摘要: This thesis takes an interdisciplinary approach to the study of color vision, focussing on phenomenon constancy formulated as a computational problem. The primary contributions are (1) demonstration formal framework for lightness algorithms; (2) derivation new algorithm based regularization theory; (3) synthesis adaptive using ``learning'''' techniques; (4) development image segmentation that uses luminance and information mark material boundaries; (5) experimental investigation into cues human observers use judge illuminant. Other approaches reviewed some their links psychophysics physiology explored.

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