TY - GEN
T1 - A culture-dependent metadata creation method for color-based impression extraction with cultural color spaces
AU - Suhardijanto, Totok
AU - Yasushi, Kiyoki
AU - Barakbah, Ali Ridho
PY - 2011
Y1 - 2011
N2 - It is becoming important to realize a cross-cultural communication environment among societies with different cultures. Images are effective media for exchanging cultural characteristics across cultures. This paper presents a culture-dependent color-emotion model for cross-culture oriented image retrieval system that realizes color-emotion spaces to search images with human emotion aspects. Many image retrieval systems have been featured by color analysis, but culture-dependent aspects of images are not considered intensively. Our system creates color impression spaces based on Ekman's 17 basic emotions. For the first step, the culture-dependent color impression space is created by using cultural-features. We apply automatic clustering using our previous method "Valley Tracing" in order to generate dynamic representative colors. This system automatically creates a set of culture-dependent color impression metadata.
AB - It is becoming important to realize a cross-cultural communication environment among societies with different cultures. Images are effective media for exchanging cultural characteristics across cultures. This paper presents a culture-dependent color-emotion model for cross-culture oriented image retrieval system that realizes color-emotion spaces to search images with human emotion aspects. Many image retrieval systems have been featured by color analysis, but culture-dependent aspects of images are not considered intensively. Our system creates color impression spaces based on Ekman's 17 basic emotions. For the first step, the culture-dependent color impression space is created by using cultural-features. We apply automatic clustering using our previous method "Valley Tracing" in order to generate dynamic representative colors. This system automatically creates a set of culture-dependent color impression metadata.
KW - color-emotion based image search
KW - culture-dependent color-emotion
KW - emotion information
UR - http://www.scopus.com/inward/record.url?scp=79951601796&partnerID=8YFLogxK
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U2 - 10.3233/978-1-60750-690-4-333
DO - 10.3233/978-1-60750-690-4-333
M3 - Conference contribution
AN - SCOPUS:79951601796
SN - 9781607506898
T3 - Frontiers in Artificial Intelligence and Applications
SP - 333
EP - 343
BT - Information Modelling and Knowledge Bases XXII
PB - IOS Press
ER -