NDLI: Virtual Human Behavioural Profile Extraction Using Kinect Based Motion Tracking

Content Provider	IEEE Xplore Digital Library
Author	Stanev, D. Moustakas, K.
Copyright Year	2014
Description	Author affiliation: Electr. & Comput. Eng. Dept., Univ. of Patras, Patra Rion, Greece (Stanev, D.; Moustakas, K.)
Abstract	This paper presents a framework for the creation of virtual human behavioural profile which will account for physiological parameters of the body during motion activities. Initially, the subject's movements are captured along with the corresponding joint trajectories using a single Kinect sensor. To improve the fidelity of the motion trajectories a series of filters were implemented so as to diminish the effect of noise. Next, a musculoskeletal model of the human lower extremity with twenty degrees of freedom and 86 muscles is introduced and registered to the captured motion data through the inverse kinematics method. For the computational analysis and the estimation of joint torques during movements inverse and forward dynamics are utilized respectively. Finally, static optimization and computed muscle control are employed to estimate the muscle forces and muscle excitations necessary to perform the captured movements. Experimental results demonstrate the potential of the proposed approach, leading to numerous applications in the field of physics-based computer animation and virtual physiological human modeling.
Starting Page	411
Ending Page	414
File Size	457847
Page Count	4
File Format	PDF
e-ISBN	9781479946778
DOI	10.1109/CW.2014.64
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-10-06
Publisher Place	Spain
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Muscles Computational modeling Joints Kinematics Dynamics Analytical models Data models virtual physiological human motion capture inverse dynamics musculoskeletal models
Content Type	Text
Resource Type	Article

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3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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