Object Identification System using Web Image Collection and Machine Learning
| Project/Area Number |
21700121
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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 |
Media informatics/Database
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| Research Institution | University of Tsukuba (2011-2012)
Ritsumeikan University (2009-2010) |
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Principal Investigator |
TEZUKA Taro 筑波大学, 図書館情報メディア系, 准教授 (40423016)
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| Project Period (FY) |
2009 – 2012
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| Project Status |
Completed (Fiscal Year 2012)
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| Budget Amount *help |
¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
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| Keywords | コンテンツ / 画像認識 / データベース / 情報検索 / 機械学習 / 画像 / データマイニング / World Wide Web / パターン認識 / WWW / 領域分割 |
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| Research Abstract |
By collecting images from the World Wide Web, a method of extracting visual features and their spatial allocations were developed. Using this, a set of typical images were obtained for each term, and a system of general object recognition was developed.
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Report
(5 results)
Research Products
(12 results)
