| Presentation | 2017-12-15 A Study on Hand Gesture Recognition and Tracking using Random Forest and Median Flow Satoshi Murashige, Takanori Koga, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, many interactive art works have been produced using a projector-camera system. To exhibit table-top type works, in a dark and high-ceiling venue, it is necessary to establish a hand gesture recognition method using an infrared camera capable of shooting with a varifocal lens. In this study, we propose a hand gesture recognition and tracking method using Co-occurrence Histograms of Oriented Gradients (CoHOG), Random Forest and Median Flow. We report the results of evaluation on its tracking performance by bounding box evaluation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | projector-camera system / infrared image / Co-occurrence Histograms of Oriented Gradients / Random Forests / Median Flow / hand gesture recognition |
| Paper # | SIS2017-56 |
| Date of Issue | 2017-12-07 (SIS) |
| Conference Information | |
| Committee | SIS |
|---|---|
| Conference Date | 2017/12/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tottori Prefectural Center for Lifelong Learning |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | System on Silicon, Short Range Wireless Systems, etc. |
| Chair | Hirokazu Tanaka(Hiroshima City Univ.) |
| Vice Chair | Takayuki Nakachi(NTT) / Noriaki Suetake(Yamaguchi Univ.) |
| Secretary | Takayuki Nakachi(Kanagawa Inst. of Tech.) / Noriaki Suetake(Kyushu Inst. of Tech.) |
| Assistant | Masaaki Fujiyoshi(Tokyo Metropolitan Univ.) / Takanori Koga(NIT, Tokuyama Col.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Hand Gesture Recognition and Tracking using Random Forest and Median Flow |
| Sub Title (in English) | |
| Keyword(1) | projector-camera system |
| Keyword(2) | infrared image |
| Keyword(3) | Co-occurrence Histograms of Oriented Gradients |
| Keyword(4) | Random Forests |
| Keyword(5) | Median Flow |
| Keyword(6) | hand gesture recognition |
| 1st Author's Name | Satoshi Murashige |
| 1st Author's Affiliation | National Institute of Technology, Tokuyama College(NIT, Tokuyama Col.) |
| 2nd Author's Name | Takanori Koga |
| 2nd Author's Affiliation | National Institute of Technology, Tokuyama College(NIT, Tokuyama Col.) |
| Date | 2017-12-15 |
| Paper # | SIS2017-56 |
| Volume (vol) | vol.117 |
| Number (no) | SIS-349 |
| Page | pp.pp.129-134(SIS), |
| #Pages | 6 |
| Date of Issue | 2017-12-07 (SIS) |