| Presentation | 2012-03-14 Construction of landmine visualization system utilizing multiple complex-valued SOMs integrating multimodal information Ayato EJIRI, Akira HIROSE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a landmine-visualization system utilizing multiple complex-valued self-organizing maps (CSOMs) with integrating the multimodal information, namely, frequency and spacial domain textural information. In particular, we focus on the use of similarity indices, which we can obtain with a small calculation cost. We demonstrate that the trends in the similarity indices are almost identical with that of the mutual information. Consequently we can integrate multimodal information with a realistically small calculation cost. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | landmine-visualization system / complex-valued self-organizing map / integration of muitimodal information |
| Paper # | NC2011-136 |
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| Committee | NC |
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| Conference Date | 2012/3/7(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) | Construction of landmine visualization system utilizing multiple complex-valued SOMs integrating multimodal information |
| Sub Title (in English) | |
| Keyword(1) | landmine-visualization system |
| Keyword(2) | complex-valued self-organizing map |
| Keyword(3) | integration of muitimodal information |
| 1st Author's Name | Ayato EJIRI |
| 1st Author's Affiliation | Department of Electrical Engineering and Information Systems, The University of Tokyo() |
| 2nd Author's Name | Akira HIROSE |
| 2nd Author's Affiliation | Department of Electrical Engineering and Information Systems, The University of Tokyo |
| Date | 2012-03-14 |
| Paper # | NC2011-136 |
| Volume (vol) | vol.111 |
| Number (no) | 483 |
| Page | pp.pp.- |
| #Pages | 6 |
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