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http://dx.doi.org/10.3745/KIPSTB.2009.16B.5.347

Motion Plane Estimation for Real-Time Hand Motion Recognition  

Jeong, Seung-Dae (경북대학교 전자전기컴퓨터학부)
Jang, Kyung-Ho (경북대학교 전자전기컴퓨터학부)
Jung, Soon-Ki (경북대학교 컴퓨터공학과)
Publication Information
The KIPS Transactions:PartB / v.16B, no.5, 2009 , pp. 347-358 More about this Journal
Abstract
In this thesis, we develop a vision based hand motion recognition system using a camera with two rotational motors. Existing systems were implemented using a range camera or multiple cameras and have a limited working area. In contrast, we use an uncalibrated camera and get more wide working area by pan-tilt motion. Given an image sequence provided by the pan-tilt camera, color and pattern information are integrated into a tracking system in order to find the 2D position and direction of the hand. With these pose information, we estimate 3D motion plane on which the gesture motion trajectory from approximately forms. The 3D trajectory of the moving finger tip is projected into the motion plane, so that the resolving power of the linear gesture patterns is enhanced. We have tested the proposed approach in terms of the accuracy of trace angle and the dimension of the working volume.
Keywords
Camera; Vision; Tracking; Motion Recognition; Remote Control;
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