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Estimating the Mood of Painting from Color Combination by using Machine Learning

Authors:
Dongwann Kang
Kyunghyun Yoon

Keywords: color image scale; mood; color combinations; painting

Abstract:
A Color Image Scale is one of useful resources for allowing designer the expression of mood through the color combination. This study proposes a method for estimating the mood in Color Image Scale from three color combinations by using machine learning technique. Then, we find the relation between the mood and the properties of color combination, we extract three dominant colors from an image. Finally, we estimate the mood of the painting by using the properties of three dominant colors.

Pages: 7 to 8

Copyright: Copyright (c) IARIA, 2015

Publication date: March 22, 2015

Published in: conference

ISSN: 2308-4162

ISBN: 978-1-61208-392-6

Location: Nice, France

Dates: from March 22, 2015 to March 27, 2015