| Presentation | 2007-10-25 Combining Three Different Types of Local Features for Generic Object Recognition(International Session 1) Yasunori KAMIYA, Yoshikazu YANO, Shigeru OKUMA, Tomokazu TAKAHASHI, Ichiro IDE, Hiroshi MURASE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Many types of local features have been proposed in various researches. The local features are grouped by : (1) distinguishing texture pattern ; (2) area uniform in color ; (3) and boundary between different colors or textures. However in generic object recogntion, previous reseaches use mainly only type (1). For improving recognition performance, we propose recognition method combining all types local feature with considering the effectivity of each type for the object. In the experiment, we show the method's effectiveness using all types of local features and compare its performance with previous works by Caltech database and Graz-02 dataset. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | generic object recognition / object category recognition / different types of local feature |
| Paper # | PRMU2007-94 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2007/10/18(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 | Pattern Recognition and Media Understanding (PRMU) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Combining Three Different Types of Local Features for Generic Object Recognition(International Session 1) |
| Sub Title (in English) | |
| Keyword(1) | generic object recognition |
| Keyword(2) | object category recognition |
| Keyword(3) | different types of local feature |
| 1st Author's Name | Yasunori KAMIYA |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Yoshikazu YANO |
| 2nd Author's Affiliation | Electronics Course, Aichi Institute of Technology |
| 3rd Author's Name | Shigeru OKUMA |
| 3rd Author's Affiliation | Graduate School of Engineering, Nagoya University |
| 4th Author's Name | Tomokazu TAKAHASHI |
| 4th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 5th Author's Name | Ichiro IDE |
| 5th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 6th Author's Name | Hiroshi MURASE |
| 6th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2007-10-25 |
| Paper # | PRMU2007-94 |
| Volume (vol) | vol.107 |
| Number (no) | 281 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |