Title :
Human Gait Tracking Based on Linear Model Fitting
Author :
Li, Zhihui ; Huang, Fenggang
Author_Institution :
Sch. of Comput. Sci. & Technol., Harbin Eng. Univ.
Abstract :
This paper presents a method of human gait tracking, which determines the parameters - joint angles of human motion by linear model fitting. First a 3D model of human body is designed then the joint angles are computed according to the contour corresponding to the model components. This method combines the 3D model of human body and contour information in images to get the joint angles of human body. It is more accurate and faster than the other methods of same kind. This paper gives the experimental results and the solutions to the problems met in the application
Keywords :
gait analysis; image motion analysis; solid modelling; surface fitting; tracking; 3D human body model; human gait tracking; human motion; image contour information; linear model fitting; Arm; Biological system modeling; Cameras; Foot; Head; Humans; Joints; Motion analysis; Torso; Tracking;
Conference_Titel :
Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
Conference_Location :
Hanzhou, Zhejiang
Print_ISBN :
0-7695-2581-4
DOI :
10.1109/IMSCCS.2006.76
