| Presentation | 2007-03-16 A sound localization system using pulsed neural networks applied to automobiles Ryuta KOSE, Kaname IWASA, Mauricio KUGLER, Susumu KUROYANAGI, Akira IWATA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, the increase of traffic accidents has become a serious problem. Most of the accidents are caused by the drivers' carelessness, usually happening on crossovers. Therefore, safety improvements in driving are required. In this paper, we propose a safe driving support system that informs about approaching vehicles out of the driver's vision field. In order to accomplish the requirements of this research, a sound localization and recognition model based on pulsed neural networks was used as the base of the proposed system. In order to test the proposed method's efficiency as a safe driving support system, several experiments using an automobile and a scooter (motorcycle) were performed. The results show that the system could efficiently observe the movement of an approaching vehicle in real environment, confirming its efficiency as a safe driving support system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Traffic Accident / Pulsed Neural Networks / Sound Localization / Safe Driving Support System |
| Paper # | NC2006-205 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2007/3/9(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) | A sound localization system using pulsed neural networks applied to automobiles |
| Sub Title (in English) | |
| Keyword(1) | Traffic Accident |
| Keyword(2) | Pulsed Neural Networks |
| Keyword(3) | Sound Localization |
| Keyword(4) | Safe Driving Support System |
| 1st Author's Name | Ryuta KOSE |
| 1st Author's Affiliation | () |
| 2nd Author's Name | Kaname IWASA |
| 2nd Author's Affiliation | Department of Computer Science & Engineering, Nagoya Institute of Technology |
| 3rd Author's Name | Mauricio KUGLER |
| 3rd Author's Affiliation | Department of Computer Science & Engineering, Nagoya Institute of Technology |
| 4th Author's Name | Susumu KUROYANAGI |
| 4th Author's Affiliation | Department of Computer Science & Engineering, Nagoya Institute of Technology |
| 5th Author's Name | Akira IWATA |
| 5th Author's Affiliation | Department of Computer Science & Engineering, Nagoya Institute of Technology |
| Date | 2007-03-16 |
| Paper # | NC2006-205 |
| Volume (vol) | vol.106 |
| Number (no) | 590 |
| Page | pp.pp.- |
| #Pages | 6 |
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