A combined image-query creation method for expressing user's intentions with shape and color features in multiple digital images

Yasuhiro Hayashi, Yasushi Kiyoki, Xing Chen

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

Abstract

This paper presents a combined-image query creation method for expressing user's intentions by combining multiple digital images for image retrieval. This method uses image databases provided for query-creation and performs several set-operators to express user's imagination by combining user's imaginary images and real scenes. The user's intentions are expressed by the operation of subspace projection in the image feature space. This method makes it possible to create an imaginary image as the combined-image query for expressing user's intentions by combining several images and operators in the query creation process. The important feature of this method is to use shape and color features for expressing imaginations by extending our previously proposed method. This paper shows several experimental results to clarify the feasibility and effectiveness of our method.

Original languageEnglish
Title of host publicationFrontiers in Artificial Intelligence and Applications
Pages258-277
Number of pages20
Volume225
DOIs
Publication statusPublished - 2011

Publication series

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

Fingerprint

Image retrieval
Color

Keywords

  • Content-based Image Retrieval
  • Image-Query Creation
  • Multimedia Database
  • Query-By-An Image
  • User's Intentions

ASJC Scopus subject areas

  • Artificial Intelligence

Cite this

Hayashi, Y., Kiyoki, Y., & Chen, X. (2011). A combined image-query creation method for expressing user's intentions with shape and color features in multiple digital images. In Frontiers in Artificial Intelligence and Applications (Vol. 225, pp. 258-277). (Frontiers in Artificial Intelligence and Applications; Vol. 225). https://doi.org/10.3233/978-1-60750-690-4-258

A combined image-query creation method for expressing user's intentions with shape and color features in multiple digital images. / Hayashi, Yasuhiro; Kiyoki, Yasushi; Chen, Xing.

Frontiers in Artificial Intelligence and Applications. Vol. 225 2011. p. 258-277 (Frontiers in Artificial Intelligence and Applications; Vol. 225).

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

Hayashi, Y, Kiyoki, Y & Chen, X 2011, A combined image-query creation method for expressing user's intentions with shape and color features in multiple digital images. in Frontiers in Artificial Intelligence and Applications. vol. 225, Frontiers in Artificial Intelligence and Applications, vol. 225, pp. 258-277. https://doi.org/10.3233/978-1-60750-690-4-258
Hayashi Y, Kiyoki Y, Chen X. A combined image-query creation method for expressing user's intentions with shape and color features in multiple digital images. In Frontiers in Artificial Intelligence and Applications. Vol. 225. 2011. p. 258-277. (Frontiers in Artificial Intelligence and Applications). https://doi.org/10.3233/978-1-60750-690-4-258
Hayashi, Yasuhiro ; Kiyoki, Yasushi ; Chen, Xing. / A combined image-query creation method for expressing user's intentions with shape and color features in multiple digital images. Frontiers in Artificial Intelligence and Applications. Vol. 225 2011. pp. 258-277 (Frontiers in Artificial Intelligence and Applications).
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