| Presentation | 2015-03-03 Human Tracking Using Particle Filter and Detection Based on Multiple Likelihoods Kotaro UDONO, Akira KUBOTA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, thanks to development of low-cost and high-performance imaging equipment, object detection and tracking methods have been studied, which are expected to be applied in the field such as suspicious person detection and buying psychology. Example of object tracking methods includes Particle Filter. It works with high precision for single object tracking; however it cannot handle well to track multiple objects crossing with each other. Therefore, we propose a novel tracking method that combines Particle Filter and Template Matching based on color histogram and ORB feature for improving the precision. The experimental results on real scenes that are difficult in tracking by Particle Filter showed that the proposed method improved the precision of tracking. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Particle Filter / Template Matching / ORB / Multiple Likelihoods |
| Paper # | IMQ2014-43,IE2014-104,MVE2014-91 |
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| Conference Information | |
| Committee | IMQ |
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| Conference Date | 2015/2/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Image Media Quality(IMQ) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Human Tracking Using Particle Filter and Detection Based on Multiple Likelihoods |
| Sub Title (in English) | |
| Keyword(1) | Particle Filter |
| Keyword(2) | Template Matching |
| Keyword(3) | ORB |
| Keyword(4) | Multiple Likelihoods |
| 1st Author's Name | Kotaro UDONO |
| 1st Author's Affiliation | Faculty of Engineering, Chuo University() |
| 2nd Author's Name | Akira KUBOTA |
| 2nd Author's Affiliation | Faculty of Engineering, Chuo University |
| Date | 2015-03-03 |
| Paper # | IMQ2014-43,IE2014-104,MVE2014-91 |
| Volume (vol) | vol.114 |
| Number (no) | 485 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |