| Presentation | 2008-12-18 Recognition of hand shape robust to changes of background using kernel constraint mutual subspace method Yasuhiro OHKAWA, Kazuhiro FUKUI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a recognition method of hand shape, which is robust to influence of the background. To realize this robust recognition method, the only discriminating features due to a hand should be selectively extracted from an input image. We have realized such selective extraction of feature by using Kernel Constraint Mutual Subspace Method (KCMSM). The effectiveness of the proposed method will be demonstrated through the evaluation experiments using multiple view images of five kinds of hand in various backgrounds. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hand shape recognition / HLAC feature / mutual subspace method / kernel constrained mutual subspace method |
| Paper # | PRMU2008-164 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2008/12/11(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) | Recognition of hand shape robust to changes of background using kernel constraint mutual subspace method |
| Sub Title (in English) | |
| Keyword(1) | Hand shape recognition |
| Keyword(2) | HLAC feature |
| Keyword(3) | mutual subspace method |
| Keyword(4) | kernel constrained mutual subspace method |
| 1st Author's Name | Yasuhiro OHKAWA |
| 1st Author's Affiliation | University of Tsukuba, Graduate School of Systems and Information Engineering() |
| 2nd Author's Name | Kazuhiro FUKUI |
| 2nd Author's Affiliation | University of Tsukuba, Graduate School of Systems and Information Engineering |
| Date | 2008-12-18 |
| Paper # | PRMU2008-164 |
| Volume (vol) | vol.108 |
| Number (no) | 363 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |