| Presentation | 2010-05-14 Scene Image Recognition with Multi Level Resolution Semantic Modeling Yoshiyuki Tanaka, Atsushi Okamoto, Xian-Hua Han, Xiang Ruan, Yen-Wei Chen, |
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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 multi-level resolution semantic modeling for automatic scene recognition. The basic idea of the semantic modeling is to classify local image regions into semantic concept classes such as water, sunset, or sky, and use occurrence frequency of local region's semantic concepts for global image representation. However, how to decide size of the local image regions is a trial problem. The optimized region size would be dynamically changing for different scene or concept types. Therefore, this paper proposed a dynamical region size(Multi-level resolution)of local image regions for semantic concept model, and fusion the probabilities to scene types of several resolutions for final recognition of a scene image. Experimental results show that the recognition rate using our proposed algorithm is much better than that using the conventional semantic modeling method for scene recognition. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Semantic Modeling / multi level resolution / scene recognition |
| Paper # | IE2010-44,PRMU2010-32,MI2010-32 |
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| Conference Information | |
| Committee | MI |
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| Conference Date | 2010/5/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Medical Imaging (MI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Scene Image Recognition with Multi Level Resolution Semantic Modeling |
| Sub Title (in English) | |
| Keyword(1) | Semantic Modeling |
| Keyword(2) | multi level resolution |
| Keyword(3) | scene recognition |
| 1st Author's Name | Yoshiyuki Tanaka |
| 1st Author's Affiliation | Ritsumeikan University() |
| 2nd Author's Name | Atsushi Okamoto |
| 2nd Author's Affiliation | Ritsumeikan University |
| 3rd Author's Name | Xian-Hua Han |
| 3rd Author's Affiliation | Ritsumeikan University |
| 4th Author's Name | Xiang Ruan |
| 4th Author's Affiliation | Omron Corporation |
| 5th Author's Name | Yen-Wei Chen |
| 5th Author's Affiliation | Ritsumeikan University |
| Date | 2010-05-14 |
| Paper # | IE2010-44,PRMU2010-32,MI2010-32 |
| Volume (vol) | vol.110 |
| Number (no) | 28 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |