Development of real-time high-level integrated vision systems and their application to markerless posture recognition
| Project/Area Number |
19300079
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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 |
Sensitivity informatics/Soft computing
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| Research Institution | Kyushu Institute of Technology |
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Principal Investigator |
MORIE Takashi Kyushu Institute of Technology, 大学院・生命体工学研究科, 教授 (20294530)
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| Co-Investigator(Kenkyū-buntansha) |
MIYAMOTO Hiroyuki 九州工業大学, 大学院・生命体工学研究科, 准教授 (20336100)
HANAZAWA Akitoshi 九州工業大学, 大学院・生命体工学研究科, 准教授 (10280588)
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| Co-Investigator(Renkei-kenkyūsha) |
SATO Yasuomi 九州工業大学, 大学院・生命体工学研究科, 助教 (40548442)
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| Project Period (FY) |
2007 – 2009
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| Project Status |
Completed (Fiscal Year 2009)
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| Budget Amount *help |
¥18,330,000 (Direct Cost: ¥14,100,000、Indirect Cost: ¥4,230,000)
Fiscal Year 2009: ¥6,760,000 (Direct Cost: ¥5,200,000、Indirect Cost: ¥1,560,000)
Fiscal Year 2008: ¥6,240,000 (Direct Cost: ¥4,800,000、Indirect Cost: ¥1,440,000)
Fiscal Year 2007: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
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| Keywords | ニューラルネットワーク / 集積回路(LSI) / ガボールフィルタ / 顔・物体・身振り認識 / バイオロジカルモーション / 大局的領域分割 / 顔・物体認識 / 身振り認識 / 領域ベースMRFモデル |
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| Research Abstract |
We proposed a face/arm posture recognition algorithm inspired by the brain visual information processing, and developed a system combining dedicated integrated circuits for real-time operation of the algorithm. As one of the brain primary visual information processing models, Gabor filtering, which extracts features of local image spatial frequencies, was effectively applied to stereo vision and moving detection based on biological motion. We also developed hardware/software integrated systems such as a real-time subjective-contour generation system using an integrated circuit that performs anisotropic diffusion of pixel states.
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Report
(4 results)
Research Products
(41 results)
