| Presentation | 2014/2/6 A study on memory-based regression for spatial people density estimation Yoshimune TABUCHI, Tomokazu TAKAHASHI, Daisuke DEGUCHI, Ichiro IDE, Hiroshi MURASE, Takayuki KUROZUMI, Kunio KASHINO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Crowd analysis using camera is required for public safety and marketing. In this report, among the crowd analysis techniques, we focus on the estimation of spatial people density. It is difficult to accurately estimate people density far from a camera because of occlusion between people. Therefore, we propose a memory-based regression method for spatial people density estimation with images captured from cameras from multiple viewpoints. This method makes use of a table that consists of correspondences between people density maps and crowd appearances. Since the crowd appearances include situations where various occlusions occur, an estimation robust to occlusion should be achieved. In an experiment, we examined the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | People density estimation / crowd analysis / multiple cameras / memory-based regression |
| Paper # | CNR2013-35,PRMU2013-127 |
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| Conference Information | |
| Committee | CNR |
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| Conference Date | 2014/2/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Cloud Network Robotics (CNR) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on memory-based regression for spatial people density estimation |
| Sub Title (in English) | |
| Keyword(1) | People density estimation |
| Keyword(2) | crowd analysis |
| Keyword(3) | multiple cameras |
| Keyword(4) | memory-based regression |
| 1st Author's Name | Yoshimune TABUCHI |
| 1st Author's Affiliation | Nagoya University() |
| 2nd Author's Name | Tomokazu TAKAHASHI |
| 2nd Author's Affiliation | Nagoya University |
| 3rd Author's Name | Daisuke DEGUCHI |
| 3rd Author's Affiliation | Nagoya University |
| 4th Author's Name | Ichiro IDE |
| 4th Author's Affiliation | Nagoya University |
| 5th Author's Name | Hiroshi MURASE |
| 5th Author's Affiliation | Nagoya University |
| 6th Author's Name | Takayuki KUROZUMI |
| 6th Author's Affiliation | NTT Communication Science Laboratories, Nippon Telegraph and Telephone Corporation |
| 7th Author's Name | Kunio KASHINO |
| 7th Author's Affiliation | NTT Communication Science Laboratories, Nippon Telegraph and Telephone Corporation |
| Date | 2014/2/6 |
| Paper # | CNR2013-35,PRMU2013-127 |
| Volume (vol) | vol.113 |
| Number (no) | 432 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |