| Presentation | 2015-03-16 Window Size Optimization in a Millimeter-wave Active Imaging System Using Complex-Valued Self-Organizing Map Yuya ARIMA, Akira HIROSE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Millimeter-wave possesses high penetrability and high directivity. In security imaging, we use these features to discover weapons concealed under clothes. We previously proposed a millimeter-wave imaging system for moving targets consisting of one-dimensional array antenna, parallel front-end and complex-valued self-organizing map (CSOM) to deal with complex texture. This report investigates the relationship between the physical characteristics of the measuring device and the information content of the local texture necessary for CSOM performs discrimination. Experiments examine the correlation between the optimization of window size and the distance between the target and the antennas. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Millimeter wave imaging / Self-organizing feature maps / Neural networks / Security |
| Paper # | MBE2014-164,NC2014-115 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2015/3/9(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) | Window Size Optimization in a Millimeter-wave Active Imaging System Using Complex-Valued Self-Organizing Map |
| Sub Title (in English) | |
| Keyword(1) | Millimeter wave imaging |
| Keyword(2) | Self-organizing feature maps |
| Keyword(3) | Neural networks |
| Keyword(4) | Security |
| 1st Author's Name | Yuya ARIMA |
| 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 | 2015-03-16 |
| Paper # | MBE2014-164,NC2014-115 |
| Volume (vol) | vol.114 |
| Number (no) | 515 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |