| Presentation | 2011-12-16 Example-based Generic Object Detection Using Similar-Image Search Yuki WATANABE, Hiroto NAGAYOSHI, Atsushi HIROIKE, |
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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 an object detection method using similar-image search, which can be applied to various categories of object. For each object candidate, our method find a nearest neighbor example from database, and evaluate it by similarity. To reduce the cost of nearest neighbor search, we use coarse-to-fine approach, and fast vector search method of similar-image search engine. By adding a small set of examples, our method can detect a wide variety of objects in a practical time. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | object detection / nearest neighbor search / similar-image search / local edge-pattern features |
| Paper # | PRMU2011-142 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2011/12/8(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) | Example-based Generic Object Detection Using Similar-Image Search |
| Sub Title (in English) | |
| Keyword(1) | object detection |
| Keyword(2) | nearest neighbor search |
| Keyword(3) | similar-image search |
| Keyword(4) | local edge-pattern features |
| 1st Author's Name | Yuki WATANABE |
| 1st Author's Affiliation | The Central Research Laboratory, Hitachi Ltd.() |
| 2nd Author's Name | Hiroto NAGAYOSHI |
| 2nd Author's Affiliation | The Central Research Laboratory, Hitachi Ltd. |
| 3rd Author's Name | Atsushi HIROIKE |
| 3rd Author's Affiliation | The Central Research Laboratory, Hitachi Ltd. |
| Date | 2011-12-16 |
| Paper # | PRMU2011-142 |
| Volume (vol) | vol.111 |
| Number (no) | 353 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |