2015 Fiscal Year Final Research Report
Automatic data generation for image recognition by statistical structure analysis
| Project/Area Number |
25330216
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Perceptual information processing
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| Research Institution | Sendai National College of Technology |
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Principal Investigator |
Omachi Masako 仙台高等専門学校, 専攻科, 准教授 (90316448)
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| Co-Investigator(Kenkyū-buntansha) |
OMACHI Shinichiro 東北大学, 大学院工学研究科, 教授 (30250856)
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| Project Period (FY) |
2013-04-01 – 2016-03-31
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| Keywords | 画像、文章、音声認識等 / パターン認識 |
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| Outline of Final Research Achievements |
In the field of image processing and image recognition, a lot of techniques using big data have been proposed. However, it is difficult to collect enough reliable data in many cases. In this study, we developed a method for constructing a model that can generate image data by considering the structure. An image is divided into regions according to its structure. Then a model is constructed for each region. A whole model is constructed by combining all the models. Experimental results using the proposed model show its effectiveness.
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| Free Research Field |
パターン認識
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