An Image Retrieval Method Based on a Genetic Algorithm Controlled by User’s Mind

Aus de_evolutionary_art_org
Wechseln zu: Navigation, Suche


Referenz

Syuko Kato: An Image Retrieval Method Based on a Genetic Algorithm Controlled by User’s Mind. Journal of the Communications Research Laboratory, Vol.48, No.2, 2001.

DOI

Abstract

This paper describes an image retrieval method based on an interactive Genetic Algorithm controlled by the minds of individual users. The method dynamically enhances the ability to reflect the mind of the user in the retrieval process and improves the retrieval efficiency. By using this method, without explicit representation of the desired image, the image is nevertheless induced through feature selection based on the diverse, fragmentary, and ambiguous subjective intent of the user. This points the way to a powerful system that is capable of guessing the mind of the user and is not dependent on overt representation of images.

Extended Abstract

Bibtex

@article{
author = {Syuko Kato},
title = {An Image Retrieval Method Based on a Genetic Algorithm Controlled by User’s Mind},
journal = {Journal of the Communications Research Laboratory},
volume = {48},
number = {2},
pages = {},
year = {2001},
keywords={Image retrieval, Genetic Algorithm, Interaction, Subjectivity, Feature selection}
doi={},
url={http://www.nict.go.jp/publication/shuppan/kihou-journal/journal-vol48no2/ippan2.pdf http://de.evo-art.org/index.php?title=An_Image_Retrieval_Method_Based_on_a_Genetic_Algorithm_Controlled_by_User’s_Mind},
}


Used References

1 T. KURITA, T. KATO, I. FUKUDA, AND A. SAKAKURA, "SENCE RETRIEVAL ON A IMAGE DATABASE OF FULL COLOR PAINTINGS", TRANS. OF IPSJ, D-II, Vol.33, No.11, pp.1373-1383, Nov., 1992(in Japanese).

2 H. NAGASHIMA AND Y. HIJIKATA, "ON RETRIEVAL OF SIMILAR TRADEMARKS CONSIDERING SUBJECTIVITY", TRANS. OF IEICE, D-II, Vol.J74-D-II, No.3, pp.311-320, Mar., 1991(in Japanese).

3 K. TANABE, J. OHYA, AND K. ISHII, "SIMILARITY RETRIEVAL METHOD USING MULTIDIMENSIONAL PSYCHOLOGICAL SPACE", TRANS. OF IEICE, D-II, Vol.J75-D-II, No.11, pp.1856-1865, Nov., 1992(in Japanese).

4 T. YAGYU, Y. HISAMORI, Y. YAGI, AND M. YACHIDA, "COLOR COORDINATE SUPPORTING SYSTEM WITH NAVIGATING STATE OF USER'S MIND", TRANS. OF IEICE, A, Vol.J79-A, No.2, pp.261-270, Feb., 1996(in Japanese).

5 M. ODA, S. AKAMATSU, AND H. FUKAMACHI, "ADAPTABILITY OF K-L EXPANSION TECHNIQUE FOR AMBIGUOUS FACE IMAGE RETRIEVAL", TRANS. OF IEICE, A, Vol.J79-A, No.2, pp.288-297, Feb., 1996(in Japanese).

6 H. TAKAGI AND K. AOKI, "INTERACTIVE EVOLUTIONARY COMPUTATION: FROM CREATIVITY SUPPORT TO ENGINEERING APPLICATIONS", ET AL, WORKSHOPS:INTERACTIVE EVOLUTIONARY COMPUTATION, Mar., 1998(in Japanese).

7 G. Venturini, M. Slimane, F. Morin, and J. -P. Asselin de Beauville: On using interactive Genetic Algorithms for knowledge discovery in databases. Proc. of 7th Int. Conf. on Genetic Algorithms, pp.696-703, 1997. (no info)

8 C. Caldwell, and V. S. Johnston: Tracking a criminal suspect through “Face-Space” with a Genetic Algorithm. Proc. of 4th Int. Conf. on Genetic Algorithms, pp.416-421, 1991. (no info)

9 H. Shiraki and H. Saito: An interactive image retrieval system using Genetic Algorithms. Int. Conf. on Virtual Systems and Multimedia '96 in Gifu, 1996. (no info)

10 M. NAGAO, M. YAMAMOTO, K. SUZUKI, AND A. OHUCHI, "EVALUATION OF THE IMAGE RETRIEVAL SYSTEM USING INTERACTIVE GENETIC ALGORITHM", JOURNAL OF JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE, Vol.13, No.5, pp.720-727, Sep., 1998(in Japanese).

11 S. KATO, "INFORMATION SPACE FOR IMAGE RETRIEVAL", SPRING CONF. OF IEICE, D-499, pp.7- 235, Mar., 1994(in Japanese).

12 S. KATO, "FEATURE SELECTION IN FLEXIBLE IMAGE RETRIEVAL", TRANS. OF IEICE, D-II, Vol.J80-D-II, No.2, pp.598-606, Feb., 1997(in Japanese).

13 S. KATO AND S. IISAKU, "AN IMAGE RETRIEVAL TECHNIQUE USING GENETIC ALGORITHMS AS A METHOD OF REFLECTING USER SUBJECTIVITY", PROC. OF THE 2ND SYMPOSIUM INTELLIGENT INFORMATION MEDIA, pp.91-98, Dec., 1996(in Japanese).

14 S. KATO AND S. IISAKU, "A PROPOSAL OF HOW TO MAKE GOOD USE OF THE PERSONAL HISTORY INFORMATION REFLECTING USER SUBJECTIVITY IN AN IMAGE RETRIEVAL TECHNIQUE USING GAS", TECHNICAL REPORT OF IEICE, AI97-10, pp.71-78, May, 1997(in Japanese).

15 S. Kato and S. Iisaku: An Image Retrieval Method Based on a Genetic Algorithm. Proc. The 12th Int. Conf. on Information Networking, pp.333-336, 1998. http://dx.doi.org/10.1109/ICOIN.1998.648404

16 A. KITAMOTO AND M. TAKAGI, "HIERACHICAL MODEL AS A FRAMEWORK FOR CONSTRUCTING SIMILARITY-BASED IMAGE RETRIEVAL SYSTEMS", TECHNICAL REPORT OF IEICE, IE97- 27(PRMU97-58, MVE97-43), pp.25-32, Jul., 1997(in Japanese).

17 K. Nishino, M. Murakami, E. Mizutani, and N. Honda: Efficient fuzzy fitness assignment strategies in an interactive Genetic Algorithm for cartoon face search. Proc. of 6th Int. Fuzzy Systems Association World Congress, pp.173-176, 1995. (no info)

18 A. KITAMOTO AND M. TAKAGI, "INTERACTIVE IMAGE BROWSING USING QUEUE-BASED GENETIC ALGORITHM", JOURNAL OF JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE, Vol.13, No.5, pp.728-738, Sep., 1998(in Japanese).

Links

Full Text

http://www.nict.go.jp/publication/shuppan/kihou-journal/journal-vol48no2/ippan2.pdf

internal file


Sonstige Links