| Presentation | 2012/6/22 Monte Carlo-based bi-directional pedestrian counting with compound-eye binary sensors Shuto FUJII, Yoshiaki TANIGUCHI, Go HASEGAWA, Hirotaka NAKANO, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report, we propose a method for estimating the number of pedestrians under the situation that a number of pedestrians move bidirectionally such as in a corridor. In the proposed method, a compound-eye sensor is constructed on a ceiling by closely placing two binary sensors whose sensing regions are partly overlapping, and its sensor output history is gathered to a monitoring server. A number of Monte Carlo simulations are conducted at the server, and a simulation scenario that has the smallest difference from the output history of compound-eye sensor is selected to estimate the number of pedestrians. Through simulation evaluations, it was shown that the estimation accuracy is improved by up to 49 % compared to an existing method in crowded situations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | pedestrian counting / sensor network / binary sensor / compound-eye sensor system / Monte Carlo |
| Paper # | PRMU2012-23,NLC2012-3 |
| Date of Issue |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2012/6/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Monte Carlo-based bi-directional pedestrian counting with compound-eye binary sensors |
| Sub Title (in English) | |
| Keyword(1) | pedestrian counting |
| Keyword(2) | sensor network |
| Keyword(3) | binary sensor |
| Keyword(4) | compound-eye sensor system |
| Keyword(5) | Monte Carlo |
| 1st Author's Name | Shuto FUJII |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, Osaka University() |
| 2nd Author's Name | Yoshiaki TANIGUCHI |
| 2nd Author's Affiliation | Cybermedia Center, Osaka University |
| 3rd Author's Name | Go HASEGAWA |
| 3rd Author's Affiliation | Cybermedia Center, Osaka University |
| 4th Author's Name | Hirotaka NAKANO |
| 4th Author's Affiliation | Cybermedia Center, Osaka University |
| Date | 2012/6/22 |
| Paper # | PRMU2012-23,NLC2012-3 |
| Volume (vol) | vol.112 |
| Number (no) | 111 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |