| Presentation | 2010-12-09 Hand Shape Recognition Using Particle Filter and Modified Projection Distance Method Eri MORIYAMA, Toru WAKAHARA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a new technique for recognizing hand shapes to realize direct manipulation of PC and large screen displays. First, a dynamic sequence of hand shape movements is captured via a Web camera connected with PC. Next, the hand region is extracted by using a particle filter technique based on a likelihood measure of skin-color. Finally, a modified projection distance method is utilized to classify hand shapes into five categories: five fingers, one finger, two fingers, no finger, and the others. Experimental results using a collection of 800 samples per hand shape for ten people demonstrate that the proposed method achieves high recognition rates of 99.0% for "five fingers", 96.98% for "one finger", 96.85% for "two fingers" and 98.16% for "no finger," respectively. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hand shape recognition / Particle filter / Modified projection distance method |
| Paper # | PRMU2010-129 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2010/12/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Hand Shape Recognition Using Particle Filter and Modified Projection Distance Method |
| Sub Title (in English) | |
| Keyword(1) | Hand shape recognition |
| Keyword(2) | Particle filter |
| Keyword(3) | Modified projection distance method |
| 1st Author's Name | Eri MORIYAMA |
| 1st Author's Affiliation | Graduate School of Computer and Information Sciences, Hosei University() |
| 2nd Author's Name | Toru WAKAHARA |
| 2nd Author's Affiliation | Graduate School of Computer and Information Sciences, Hosei University |
| Date | 2010-12-09 |
| Paper # | PRMU2010-129 |
| Volume (vol) | vol.110 |
| Number (no) | 330 |
| Page | pp.pp.- |
| #Pages | 6 |
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