| Presentation | 2010-03-10 Generation of landmine concept among multiple SOMs utilizing mutual information Akira HIROSE, Ayato EJIRI, Kunio KITAHARA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a concept generation method based on mutual information among multiple self-organizing maps (SOMs) for landmine visualization systems. In our system that pays attention to complex-valued texture of reflected/scattered microwave in spatial and frequency domains, it is desirable that we integrate these two modal information in a consistent manner so that the system can classify the features appropriately. This process also corresponds to the generation of "landmine" concept. Experiments demonstrate that our method makes a cluster(s) of landmine information in the space- and frequency-SOMs that interact with each other based on the mutual information. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Complex-valued self-organizing map / radar / information integration / Concept generation |
| Paper # | NC2009-130 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2010/3/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Generation of landmine concept among multiple SOMs utilizing mutual information |
| Sub Title (in English) | |
| Keyword(1) | Complex-valued self-organizing map |
| Keyword(2) | radar |
| Keyword(3) | information integration |
| Keyword(4) | Concept generation |
| 1st Author's Name | Akira HIROSE |
| 1st Author's Affiliation | Department of Electrical Engineering and Information Systems, The University of Tokyo() |
| 2nd Author's Name | Ayato EJIRI |
| 2nd Author's Affiliation | Department of Electrical Engineering and Information Systems, The University of Tokyo |
| 3rd Author's Name | Kunio KITAHARA |
| 3rd Author's Affiliation | Department of Electrical Engineering and Information Systems, The University of Tokyo |
| Date | 2010-03-10 |
| Paper # | NC2009-130 |
| Volume (vol) | vol.109 |
| Number (no) | 461 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |