Evaluation of an IGA-based image retrieval system using wavelet coefficients

Hideyuki Takagi, Sung Bae Cho, Toshihiko Noda

Research output: Contribution to conferencePaper

11 Citations (Scopus)

Abstract

In this paper, we evaluate the performance of an interactive genetic algorithm (IGA)-based image retrieval system with a subjective test. First, the IGA-based system that retrieves images based on wavelet analysis is introduced. Second, a psychological scale space is constructed to quantitatively express mental images to handle subjective retrieval. Third, the IGA-based system is compared with a random search-based system using the psychological space and a subjective test. The two sign tests and a statistical test have shown that the IGA-based system is significantly quicker in image retrieval than a random search-based image retrieval system.

Original languageEnglish
PagesIII-1775 - III-1780
Publication statusPublished - 1999 Dec 1
EventProceedings of the 1999 IEEE International Fuzzy Systems Conference, FUZZ-IEEE'99 - Seoul, South Korea
Duration: 1999 Aug 221999 Aug 25

Other

OtherProceedings of the 1999 IEEE International Fuzzy Systems Conference, FUZZ-IEEE'99
CitySeoul, South Korea
Period99/8/2299/8/25

Fingerprint

Interactive Genetic Algorithm
Wavelet Coefficients
Image retrieval
Image Retrieval
Genetic algorithms
Evaluation
Random Search
Statistical tests
Wavelet analysis
Sign Test
Scale Space
Wavelet Analysis
Statistical test
Retrieval
Express
Evaluate

All Science Journal Classification (ASJC) codes

  • Software
  • Theoretical Computer Science
  • Artificial Intelligence
  • Applied Mathematics

Cite this

Takagi, H., Cho, S. B., & Noda, T. (1999). Evaluation of an IGA-based image retrieval system using wavelet coefficients. III-1775 - III-1780. Paper presented at Proceedings of the 1999 IEEE International Fuzzy Systems Conference, FUZZ-IEEE'99, Seoul, South Korea, .
Takagi, Hideyuki ; Cho, Sung Bae ; Noda, Toshihiko. / Evaluation of an IGA-based image retrieval system using wavelet coefficients. Paper presented at Proceedings of the 1999 IEEE International Fuzzy Systems Conference, FUZZ-IEEE'99, Seoul, South Korea, .
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Takagi, H, Cho, SB & Noda, T 1999, 'Evaluation of an IGA-based image retrieval system using wavelet coefficients' Paper presented at Proceedings of the 1999 IEEE International Fuzzy Systems Conference, FUZZ-IEEE'99, Seoul, South Korea, 99/8/22 - 99/8/25, pp. III-1775 - III-1780.

Evaluation of an IGA-based image retrieval system using wavelet coefficients. / Takagi, Hideyuki; Cho, Sung Bae; Noda, Toshihiko.

1999. III-1775 - III-1780 Paper presented at Proceedings of the 1999 IEEE International Fuzzy Systems Conference, FUZZ-IEEE'99, Seoul, South Korea, .

Research output: Contribution to conferencePaper

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Takagi H, Cho SB, Noda T. Evaluation of an IGA-based image retrieval system using wavelet coefficients. 1999. Paper presented at Proceedings of the 1999 IEEE International Fuzzy Systems Conference, FUZZ-IEEE'99, Seoul, South Korea, .