Development of a new image retrieval system using vision key obtained from image segmentation
| Project/Area Number |
25330133
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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 |
Multimedia database
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| Research Institution | University of Miyazaki (2015-2016)
Osaka City University (2013-2014) |
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Principal Investigator |
Pyke Tin 宮崎大学, 国際連携センター, 客員教授 (70536961)
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| Co-Investigator(Kenkyū-buntansha) |
濱 裕光 大阪市立大学, 大学院工学研究科, 名誉教授 (20047377)
ThiThi Zin (THITHI Zin) 宮崎大学, 工学部, 教授 (30536959)
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| Project Period (FY) |
2013-04-01 – 2017-03-31
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| Project Status |
Completed (Fiscal Year 2016)
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| Budget Amount *help |
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
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| Keywords | ビジョンキー / 類似度測度 / リランキング / 画像クラスタリング / 複数特徴画像セグメンテイション / マルコフ定常状態 / 類似画像検索 / 画像セグメンテイション / マルコフ遷移 / 再帰的ランキング / マルコフ遷移確率 |
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| Outline of Final Research Achievements |
In this research, we have introduced a new concept called “vision key” which is obtained from image segmentation in CBIR (Contents Based Image Retrieval), and developed a new method to present it as a query to the database when retrieving related information. We have also developed a flexible similar image retrieval system that can grasp the user's intention depending on TPO (Time, Place and Occasion) and present the retrieval results according to the request, and confirmed the effectiveness through computer experiments.
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Report
(5 results)
Research Products
(42 results)
