Data Assimilation based Vision for People Behavior Analysis
Project/Area Number |
23700189
|
Research Category |
Grant-in-Aid for Young Scientists (B)
|
Allocation Type | Multi-year Fund |
Research Field |
Perception information processing/Intelligent robotics
|
Research Institution | Chiba University |
Principal Investigator |
KAWAMOTO Kazuhiko 千葉大学, 総合メディア基盤センター, 准 教授 (30345376)
|
Project Period (FY) |
2012 – 2013
|
Project Status |
Completed (Fiscal Year 2013)
|
Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2011: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
|
Keywords | コンピュータビジョン / シミュレーション / 機械学習 / 人物追跡 |
Research Abstract |
We developed a data assimilation method for people behavior analysis. The method estimates the parameters of a stochastic simulation model that mimics people behavior using videos in a space. Furthermore, we developed an activity recognition method using a wearable camera and a structure-from-motion method for visualization of people behavior.
|
Report
(3 results)
Research Products
(25 results)