Vision-based Human Tracking Using A Top-view Approach With Non-synchronous Multiple Observations (第3回International Workshop on Advanced Image Technology(IWAIT2000)〔英文〕)
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概要
- 論文の詳細を見る
This paper addresses human motion tracking using a top-view approach. The top-view approach gives direct correspondences between positions in an image and positions on the ground. In addition, the variety of human body orientations is limited. Body rotations are estimated using appearance based matching. A large image database is created by capturing human images at different positions and orientations. A compact representation of the image database is made by compressing the images into an eigenspace. The projected positions of input images determine human body positions and orientations. Experimental results show the effectiveness of the proposed method.
- 一般社団法人電子情報通信学会の論文
- 2001-02-02
著者
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Tetsutani Nobuji
Atr Medea Information Science Laboratories:(present Address)tokyo Denki University
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Utsumi Akira
ATR Media Information Science Laboratories
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Yang Howard
Presently with University of British Colombia, Canada
関連論文
- Vision-based Human Tracking Using A Top-view Approach With Non-synchronous Multiple Observations (マルチメディア情報処理,映像表現,ネットワーク映像メディア,画像情報システム第3回International Workshop on Advanced Image Technology(IWAIT2001))
- Appearance-Based Detection of Human Behavior using Texture Model Adaptation
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- Scale-Adaptive Face Detection and Tracking in Real Time with SSR Filters and Support Vector Machine(Image Recognition, Computer Vision)
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- Automatic Camera Calibration Method for Multiple Camera Based Human Tracking System (第3回International Workshop on Advanced Image Technology(IWAIT2000)〔英文〕)
- Vision-based Human Tracking Using A Top-view Approach With Non-synchronous Multiple Observations (第3回International Workshop on Advanced Image Technology(IWAIT2000)〔英文〕)