| Presentation | 1996/6/20 Image Retrieval Using Simulated Breeding by Pipeline-Type Genetic Algorithms Asanobu KITAMOTO, Mikio TAKAGI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A method called simulated breeding is applied to the problem of learning criteria for similarity-based image retrieval. Usually traditional genetic algorithms without any modifications are used in the simulated breeding methods; however we propose a new model "pipeline-type genetic algorithms" that is more suitable for the simulated breeding methods, and also discuss genetic operators that are special to this model. We then show that this model can eliminate both the constraints and the restriction of population size, which are the disadvantage of the simulated breeding methods, and also demonstrate this model's powerful search capability and effective parallel processing. Finally we describe the application of this model to similarity-based image retrieval as a good man-machine interface. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | similarity-based image retrieval / genetic algorithms / simulated breeding / man-machine interface / parallel processing / image database |
| Paper # | HIP96-4 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 1996/6/20(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image Retrieval Using Simulated Breeding by Pipeline-Type Genetic Algorithms |
| Sub Title (in English) | |
| Keyword(1) | similarity-based image retrieval |
| Keyword(2) | genetic algorithms |
| Keyword(3) | simulated breeding |
| Keyword(4) | man-machine interface |
| Keyword(5) | parallel processing |
| Keyword(6) | image database |
| 1st Author's Name | Asanobu KITAMOTO |
| 1st Author's Affiliation | Institute of Industrial Science, University of Tokyo() |
| 2nd Author's Name | Mikio TAKAGI |
| 2nd Author's Affiliation | Institute of Industrial Science, University of Tokyo |
| Date | 1996/6/20 |
| Paper # | HIP96-4 |
| Volume (vol) | vol.96 |
| Number (no) | 115 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |