A culture-dependent metadata creation method for color-based impression extraction with cultural color spaces

Totok Suhardijanto, Yasushi Kiyoki, Ali Ridho Barakbah

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationFrontiers in Artificial Intelligence and Applications
Pages333-343
Number of pages11
Volume225
DOIs
Publication statusPublished - 2011

Publication series

NameFrontiers in Artificial Intelligence and Applications
Volume225
ISSN (Print)09226389

Fingerprint

Metadata
Color
Image retrieval
Communication

Keywords

  • color-emotion based image search
  • culture-dependent color-emotion
  • emotion information

ASJC Scopus subject areas

  • Artificial Intelligence

Cite this

Suhardijanto, T., Kiyoki, Y., & Barakbah, A. R. (2011). A culture-dependent metadata creation method for color-based impression extraction with cultural color spaces. In Frontiers in Artificial Intelligence and Applications (Vol. 225, pp. 333-343). (Frontiers in Artificial Intelligence and Applications; Vol. 225). https://doi.org/10.3233/978-1-60750-690-4-333

A culture-dependent metadata creation method for color-based impression extraction with cultural color spaces. / Suhardijanto, Totok; Kiyoki, Yasushi; Barakbah, Ali Ridho.

Frontiers in Artificial Intelligence and Applications. Vol. 225 2011. p. 333-343 (Frontiers in Artificial Intelligence and Applications; Vol. 225).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Suhardijanto, T, Kiyoki, Y & Barakbah, AR 2011, A culture-dependent metadata creation method for color-based impression extraction with cultural color spaces. in Frontiers in Artificial Intelligence and Applications. vol. 225, Frontiers in Artificial Intelligence and Applications, vol. 225, pp. 333-343. https://doi.org/10.3233/978-1-60750-690-4-333
Suhardijanto T, Kiyoki Y, Barakbah AR. A culture-dependent metadata creation method for color-based impression extraction with cultural color spaces. In Frontiers in Artificial Intelligence and Applications. Vol. 225. 2011. p. 333-343. (Frontiers in Artificial Intelligence and Applications). https://doi.org/10.3233/978-1-60750-690-4-333
Suhardijanto, Totok ; Kiyoki, Yasushi ; Barakbah, Ali Ridho. / A culture-dependent metadata creation method for color-based impression extraction with cultural color spaces. Frontiers in Artificial Intelligence and Applications. Vol. 225 2011. pp. 333-343 (Frontiers in Artificial Intelligence and Applications).
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