Please use this identifier to cite or link to this item: http://hdl.handle.net/2080/3157
Title: A Study on Human Gait Kinematic Validation in Multi-Kinect v2 Environment
Authors: Chakraborty, Saikat
Mondal, Dibyayan
Nandy, Anup
Keywords: Kinect
Joint angle
OpenSim
FusionKit
Issue Date: Dec-2018
Citation: 15th IEEE India Council International Conference (INDICON 2018), Coimbatore, India, 16-18 December 2018.
Abstract: Assessment of lower extremity joint angles is a crucial task in clinical gait analysis. Microsoft Kinect (v2) has become very popular vision-based motion tracking system due to its low cost. But, in kinematic gait parameter assessment, single Kinect (v2) set-up was proved to be unworthy from the previous studies. The present study investigates three different case studies in determining the validity of multi-Kinect set-up in assessing lower extremity joint angle where Inertial Measurement Unit was used as the gold standard. A simulation framework, OpenSim was used for joint angle generation using inverse kinematics. Substantial reduction of RMSE was observed in our case studies compared to state-of-art methods.
Description: Copyright of this document belongs to proceedings publisher.
URI: http://hdl.handle.net/2080/3157
Appears in Collections:Conference Papers

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