| Presentation | 2010-01-08 Automatic Generation of Word Level Subunits for Japanese Sign Language Using HMM Koki ARIGA, Shinji SAKO, Tadashi KITAMURA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Sign language is constructed by sequentially-concatenated subunits, which are constituent element shared over some sign words. All subunits are self-organized from data itself by clustering many states of Hidden Markov Model. And, each sign motion may vary every time signer performs, even if these are same word. So we should use a model topology considering these aspect. In this report, we describe a method of constructing various transitional topology of word HMM by sharing common segment over some words sequence. This topology is created by using subunuit for sign language recognition. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | sign recognition / HMM / subunit / estimation of transitional topology |
| Paper # | WIT2009-68 |
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| Conference Information | |
| Committee | WIT |
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| Conference Date | 2010/1/1(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Well-being Information Technology(WIT) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Generation of Word Level Subunits for Japanese Sign Language Using HMM |
| Sub Title (in English) | |
| Keyword(1) | sign recognition |
| Keyword(2) | HMM |
| Keyword(3) | subunit |
| Keyword(4) | estimation of transitional topology |
| 1st Author's Name | Koki ARIGA |
| 1st Author's Affiliation | Department of Computer Science and Engineering Graduate School of Engineering Nagoya Institute of Technology() |
| 2nd Author's Name | Shinji SAKO |
| 2nd Author's Affiliation | Department of Computer Science and Engineering Graduate School of Engineering Nagoya Institute of Technology |
| 3rd Author's Name | Tadashi KITAMURA |
| 3rd Author's Affiliation | Department of Computer Science and Engineering Graduate School of Engineering Nagoya Institute of Technology |
| Date | 2010-01-08 |
| Paper # | WIT2009-68 |
| Volume (vol) | vol.109 |
| Number (no) | 358 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |