| Presentation | 2011-02-18 Human Attribute Analysis using a Ceiling Camera in a Public Space Tomoaki MATSUNAMI, Toshihiko YAMASAKI, Kiyoharu AIZAWA, |
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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 method for analyzing human attributes such us sex and whether he or she has a baggage or not. We focused time variation of the human position, shape, and their contours. We extracted the pedestrians' features using center of gravities of human coordinate, human area, and Fourier descriptors of human contours. We classified pedestrians' sex and whether he or she has baggage or not. We conducted experiments 60 munities video captured by a ceiling camera at the Haneda airport. Experimental results show that the classification accuracy is 68.5% for sex classification and 78.2% for classifying "with/without baggage." |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Surveillance system / Human tracking / Attribute analysis |
| Paper # | PRMU2010-229 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2011/2/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Human Attribute Analysis using a Ceiling Camera in a Public Space |
| Sub Title (in English) | |
| Keyword(1) | Surveillance system |
| Keyword(2) | Human tracking |
| Keyword(3) | Attribute analysis |
| 1st Author's Name | Tomoaki MATSUNAMI |
| 1st Author's Affiliation | Department of Information and Communication Engineering, The University of Tokyo() |
| 2nd Author's Name | Toshihiko YAMASAKI |
| 2nd Author's Affiliation | Department of Information and Communication Engineering, The University of Tokyo |
| 3rd Author's Name | Kiyoharu AIZAWA |
| 3rd Author's Affiliation | Interfaculty Initiative in Information Studies, The University of Tokyo:Department of Information and Communication Engineering, The University of Tokyo |
| Date | 2011-02-18 |
| Paper # | PRMU2010-229 |
| Volume (vol) | vol.110 |
| Number (no) | 414 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |