| Presentation | 2006-10-20 Simultaneous Recognition of Multiple Moving Objects Using Cubic Higher-Order Local Autocorrelation Yasuyuki SHIMOHATA, Nobuyuki OTSU, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Moving objects recognition is an important problem in video surveillance applications, ITS(Intelligent Transport Systems), robot vision and so on. In this paper, we propose a method to recognize multiple moving objects simultaneously by using the Cubic Higher-Order Local Autocorrelation (CHLAC) and taking advantage of the idea that feature values can be expressed by linear coupling of each moving object's feature values because of the additivity of the CHLAC. In experiments, we apply this method to recognition of multiple pedestrian and counting the number of them to verify the effectiveness, and also we show that our method have a robustness to changes for object scale and speed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | CHLAC (Cubic Higher-Order Local Autocorrelation) / additivity / multiple moving objects / simultaeous recognition / pedestrian counting |
| Paper # | PRMU2006-104 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2006/10/13(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) | Simultaneous Recognition of Multiple Moving Objects Using Cubic Higher-Order Local Autocorrelation |
| Sub Title (in English) | |
| Keyword(1) | CHLAC (Cubic Higher-Order Local Autocorrelation) |
| Keyword(2) | additivity |
| Keyword(3) | multiple moving objects |
| Keyword(4) | simultaeous recognition |
| Keyword(5) | pedestrian counting |
| 1st Author's Name | Yasuyuki SHIMOHATA |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, University of Tokyo() |
| 2nd Author's Name | Nobuyuki OTSU |
| 2nd Author's Affiliation | Graduate School of Information Science and Technology, University of Tokyo:National Institute of Advanced Industrial Science and Technology |
| Date | 2006-10-20 |
| Paper # | PRMU2006-104 |
| Volume (vol) | vol.106 |
| Number (no) | 301 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |