| Presentation | 2012/1/12 Local Feature Transform with RCA and Application to general object recognition for life support Tomoki NISHIMURA, Haiyuan WU, Hirokazu TAKI, Hirokazu MIURA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a method for transforming local feature using relevant component analysis (RCA). Our method analyzes the distribution of E-SIFT local features provided from a training image set, and makes the difference of visual word clear by adjusting distance between local features that followed the density of the distribution. In this paper, we do mind an application to life supporting system. This method's effectiveness was confirmed through several comparison experiments using common database of everyday life article. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Generic object recognition / detection of feature vector / SIFT feature vector / relevant component analysis |
| Paper # | MVE2011-63,PRMU2011-154 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2012/1/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Media Experience and Virtual Environment (MVE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Local Feature Transform with RCA and Application to general object recognition for life support |
| Sub Title (in English) | |
| Keyword(1) | Generic object recognition |
| Keyword(2) | detection of feature vector |
| Keyword(3) | SIFT feature vector |
| Keyword(4) | relevant component analysis |
| 1st Author's Name | Tomoki NISHIMURA |
| 1st Author's Affiliation | Wakayama University system department of engineering() |
| 2nd Author's Name | Haiyuan WU |
| 2nd Author's Affiliation | Wakayama University system department of engineering |
| 3rd Author's Name | Hirokazu TAKI |
| 3rd Author's Affiliation | Wakayama University system department of engineering |
| 4th Author's Name | Hirokazu MIURA |
| 4th Author's Affiliation | Wakayama University system department of engineering |
| Date | 2012/1/12 |
| Paper # | MVE2011-63,PRMU2011-154 |
| Volume (vol) | vol.111 |
| Number (no) | 380 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |