A study for stabilization of human region detection in outdoor scenes
| Project/Area Number |
21500169
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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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 | Tottori University (2011)
Osaka University (2009-2010) |
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Principal Investigator |
IWAI Yoshio 鳥取大学, 大学院・工学研究科, 教授 (70294163)
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| Project Period (FY) |
2009 – 2011
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| Project Status |
Completed (Fiscal Year 2011)
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| Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
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| Keywords | コンピュータビジョン / 可変背景モデル / 事例ベース / 動的背景 / 人物抽出 |
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| Research Abstract |
In this research, we have developed an exemplar-based approach to efficiently detect moving object that are similar in color to the background. Exemplar database is constructed from couples of degraded and complete human silhouette patterns. In our approach, the relationship between the degraded pattern and the complete human silhouette patterns is formulated and compensation of degraded area is performed by optimization in a block-based manner. The experimental results proved the efficiency of the proposed method.
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Report
(4 results)
Research Products
(22 results)
