An Interaction Strategy in Image Searching System Using Interactive Genetic Algorithm
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- SUGIMOTO Futoshi
- Department of Information Sciences and Arts, Faculty of Information Sciences and Arts, Toyo University
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- MURAKAMI Makoto
- Department of Information Sciences and Arts, Faculty of Information Sciences and Arts, Toyo University
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- KATO Chieko
- Department of Information Sciences and Arts, Faculty of Information Sciences and Arts, Toyo University
Bibliographic Information
- Other Title
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- 対話型遺伝的アルゴリズムを用いたイメージ探索システムにおけるインタラクション戦略
- タイワガタ イデンテキ アルゴリズム オ モチイタ イメージ タンサク システム ニ オケル インタラクション センリャク
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Abstract
In the system to search for a target image using IGA (Interactive Genetic Algorithm) that we have been developing, a user first selects one individual resembling a target image most and gives it fitness 1.0, and others are assigned with fitness calculated based on the relationship between the selected individual and the others. Although this system asked a user to do only simple task that is selecting one sample, all users weren't happy. There are a few reasons for this. It is sometimes difficult for a user to select only one individual. Sometimes, a couple of individuals may equally resemble a target image, or no individual may have a close resemblance to a target image. In these situations, a user wants to select a few individuals, or to say it doesn't resemble a target image very much, or it only slightly resembles a target image. In this paper, we propose a interaction strategy that is able to deal with the situations and evaluated the validity of the strategy using computer simulation. As a result, we found out useful an interaction method and a fitness assignment method.
Journal
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- Journal of Biomedical Fuzzy Systems Association
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Journal of Biomedical Fuzzy Systems Association 13 (2), 9-18, 2011
Biomedical Fuzzy Systems Association
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Details 詳細情報について
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- CRID
- 1390282679457237632
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- NII Article ID
- 110008761554
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- NII Book ID
- AA1145146X
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- ISSN
- 24242578
- 13451537
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- NDL BIB ID
- 11292338
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- CiNii Articles
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- Abstract License Flag
- Disallowed