| Presentation | 2011-02-18 Partial Matching Method using Spatio-temporal Regularized Canonical Correlation Analysis Yoshiaki KODAMA, Takumi KOBAYASHI, Nobuyuki OTSU, Kazuhiro FUKUI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is a fundamental and important procedure to detect similar regions from some images or videos. We propose a novel method for partial matching in the framework of canonical correlation analysis (CCA) incorporating the regularization based on spatio-temporal continuity. The proposed method can detect matched spatio-temporal regions without explicitly segmenting those. In experiments, we applied the method to motion detection and object detection and confirmed the effectiveness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Partial Matching / Canonical Correlation Analysis / Spatio-temporal Regularization / Object Detection / Motion Detection |
| Paper # | PRMU2010-223 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2011/2/10(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) | Partial Matching Method using Spatio-temporal Regularized Canonical Correlation Analysis |
| Sub Title (in English) | |
| Keyword(1) | Partial Matching |
| Keyword(2) | Canonical Correlation Analysis |
| Keyword(3) | Spatio-temporal Regularization |
| Keyword(4) | Object Detection |
| Keyword(5) | Motion Detection |
| 1st Author's Name | Yoshiaki KODAMA |
| 1st Author's Affiliation | University of Tsukuba, Graduate School of Systems and Information Engineering() |
| 2nd Author's Name | Takumi KOBAYASHI |
| 2nd Author's Affiliation | National Institute of Advanced Industrial Science and Technology |
| 3rd Author's Name | Nobuyuki OTSU |
| 3rd Author's Affiliation | National Institute of Advanced Industrial Science and Technology |
| 4th Author's Name | Kazuhiro FUKUI |
| 4th Author's Affiliation | University of Tsukuba, Graduate School of Systems and Information Engineering |
| Date | 2011-02-18 |
| Paper # | PRMU2010-223 |
| Volume (vol) | vol.110 |
| Number (no) | 414 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |