2011 Fiscal Year Final Research Report
Image recognition based on adaptive integration of global and local features
| Project/Area Number |
21700189
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Perception information processing/Intelligent robotics
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| Research Institution | Meijo University (2010-2011)
The University of Electro-Communications (2009) |
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Principal Investigator |
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| Project Period (FY) |
2009 – 2011
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| Keywords | 適応統合 / 局所特徴 / 大局特徴 / シーン識別 |
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| Research Abstract |
There are global feature and local feature based methods. If we integrate local and global features, it is expected to be effective. However, effective integration weights are different for situation. Therefore, we propose new method which selects the integration weights adaptively after a test sample is given. We evaluated our method by using 13 scene database, and the proposed method gave the state of the art performance.
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