| Presentation | 2013-03-12 Sign Language Recognition Using Kinect and Particle Filter Yoshihiro FURUYA, Daisuke IMAMURA, Yasuo HORIUCHI, Kazuhiko KAWAMOTO, Takahiro SHINOZAKI, Shingo KUROIWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we will discuss a sign language recognition method using a Particle Filter and Kinect. We have previously proposed an arm detection method based on a particle filter algorithm using depth and skin color information. We have implemented the method using Kinect and demonstrated that it gave good recognition accuracy. However, the method has a constraint that the users have to roll up their sleeves since it requires the color of arms. In this study, we propose an improved algorithm that removes the constraint. Experimental results show that the new algorithm gives comparable performance as the previous one without using the arm color. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sign Language Recognition / Particle Filter / Hidden Markov Model / Kinect |
| Paper # | IMQ2012-79,IE2012-183,MVE2012-140,WIT2012-89 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2013/3/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
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| Paper Information | |
| Registration To | Image Engineering (IE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Sign Language Recognition Using Kinect and Particle Filter |
| Sub Title (in English) | |
| Keyword(1) | Sign Language Recognition |
| Keyword(2) | Particle Filter |
| Keyword(3) | Hidden Markov Model |
| Keyword(4) | Kinect |
| 1st Author's Name | Yoshihiro FURUYA |
| 1st Author's Affiliation | Chiba University() |
| 2nd Author's Name | Daisuke IMAMURA |
| 2nd Author's Affiliation | Chiba University |
| 3rd Author's Name | Yasuo HORIUCHI |
| 3rd Author's Affiliation | Chiba University |
| 4th Author's Name | Kazuhiko KAWAMOTO |
| 4th Author's Affiliation | Chiba University |
| 5th Author's Name | Takahiro SHINOZAKI |
| 5th Author's Affiliation | Chiba University |
| 6th Author's Name | Shingo KUROIWA |
| 6th Author's Affiliation | Chiba University |
| Date | 2013-03-12 |
| Paper # | IMQ2012-79,IE2012-183,MVE2012-140,WIT2012-89 |
| Volume (vol) | vol.112 |
| Number (no) | 473 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |