Smart retrieval and recycling of large-scale human data
| Project/Area Number |
18300068
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Perception information processing/Intelligent robotics
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| Research Institution | Toyohashi University of Technology |
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Principal Investigator |
KURIYAMA Shigeru (SHIGERU Kuriyama) Toyohashi University of Technology, 工学部, 教授 (20264939)
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| Co-Investigator(Kenkyū-buntansha) |
OHBUCHI Ryutarou 山梨大学, 医学工学総合研究部, 教授 (80313782)
AONO Masaki 豊橋技術科学大学, 工学部, 教授 (00372540)
MOCHIMARU Masaaki 独立行政法人産業技術総合研究所, デジタルヒューマン研究センター, 副センター長 (90358169)
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| Project Period (FY) |
2006 – 2009
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| Project Status |
Completed (Fiscal Year 2009)
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| Budget Amount *help |
¥16,810,000 (Direct Cost: ¥14,500,000、Indirect Cost: ¥2,310,000)
Fiscal Year 2009: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2008: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2007: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Fiscal Year 2006: ¥6,800,000 (Direct Cost: ¥6,800,000)
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| Keywords | ヒューマンデータ / 大規模データの検索 / 人体動作・形状データの利活用 / コンテンツ・アーカイブ / デジタルヒューマンモデル / 動作データ検索 / 分類規則導出 / タイムライン編集 / 動作特徴の学習 / 人体運動・形状データの利活用 / 3次元データ検索 / 動作データのアニメ化 / 複合特徴量 / 動作データの間引 / 表皮変形モデル / 多様体学習手法 / 周辺強調画像 / 多重線形解析 |
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| Research Abstract |
We have developed a retrieval and recycling techniques for a large-scale dataset of measured motions and shapes of human body. We have achieved the highest performance on motion retrievals, and introduced rule-based motion detection. On the other hand, we have developed various methods for retrieving 3D shapes on the basis of feature learning, and also achieved the highest-class performance. Moreover, data-recycling techniques have been introduced to a variety of applications.
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Report
(6 results)
Research Products
(61 results)
