Aesthetic Rating and Color Suggestion for Color Palettes
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Date
2016
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Publisher
The Eurographics Association and John Wiley & Sons Ltd.
Abstract
A model to rate color combinations that considers human aesthetic preferences is proposed. The proposed method does not assume that a color palette has a specific number of colors, i.e., input is not restricted to a two-, three-, or five-color palettes. We extract features from a color palette whose size does not depend on the number of colors in the palette. The proposed rating prediction model is trained using a human color preference dataset. The model allows a user to extend a color palette, e.g., from three colors to five or seven colors, while retaining color harmony. In addition, we present a color search scheme for a given palette and a customized version of the proposed model for a specific color tone. We demonstrate that the proposed model can also be applied to various palette-based applications.
Description
@article{10.1111:cgf.13010,
journal = {Computer Graphics Forum},
title = {{Aesthetic Rating and Color Suggestion for Color Palettes}},
author = {Kita, Naoki and Miyata, Kazunori},
year = {2016},
publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
ISSN = {1467-8659},
DOI = {10.1111/cgf.13010}
}