Method and system for color representation generation
地域：
Toronto
摘要
There is provided a system and method for color representation generation. In an aspect, the method includes: receiving three base colors; receiving a patchwork parameter; and generating a color representation having each of the three base colors at a vertex of a triangular face, the triangular face having a color distribution therein, the color distribution discretized into discrete portions, the amount of discretization based on the patchwork parameter, each discrete portion having an interpolated color determined to be a combination of the base colors at respective coordinates of such discrete portion. In further aspects, one or more color representations are generated based on an input image and can be used to modify colors of a reconstructed image.
說明書
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In the present disclosure, generation of color sail color representations are provided to offer a compact and interactive color gamut representation, able to model both discrete and continuous distributions. Additionally, color sails can be generated as a fully differentiable module compatible with deep learning architecture. In addition, a neural network is provided that fits a color sail to a color distribution by learning from blending behavior in image patches. In addition, in some cases, to represent more varied color distributions, a deep learning model is provided that learns to segment images into soft regions, each fitted with its own color sail.
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