TRACKING THE POSITION OF MULTIPLE HUMAN GESTURES USING CONTOUR MAPPING ALGORITHM
- 1 Dr. M.G.R. Educational and Research Institute University, India
Abstract
This study relates to a method for determining the position variation (for example a moving object, facial gesture tracking) using markers. The movement is determined based on the periodic frames captured using a camera. The experimental results show that this algorithm can accurately segment human movements from complex background and can greatly reduce the computational workload with less storage memory, good robustness and improved accuracy. Thus, this algorithm can be pragmatically applied to video surveillance, motion assisted device control for critically disabled persons, Man Machine Interface, humanoid applications.
DOI: https://doi.org/10.3844/jcssp.2014.1994.2005
Copyright: © 2014 T. S. Arulananth, T. Jayasingh and S. Ravi. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
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Keywords
- Gesture Detection
- PCA
- Dimensionality Reduction
- Motion Estimation
- OpenCV
- Embedded Linux Hardware