Application of Stand-PSO Technique for Optimization Cameras’ 2D Dispositions in a MoCap system
In this paper, a detailed study of the Particle Swarm Optimization (PSO) technique is given in its standard version to solve a network camera placement problem and to ensure the coverage of a reflector point by, at least, two cameras in each frame of a motion sequence of an object in movement in...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Stefan cel Mare University of Suceava
2016-04-01
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| Series: | Journal of Applied Computer Science & Mathematics |
| Subjects: | |
| Online Access: | http://jacsm.ro/view/?pid=21_1 |
| Summary: | In this paper, a detailed study of the Particle Swarm
Optimization (PSO) technique is given in its standard version to
solve a network camera placement problem and to ensure the
coverage of a reflector point by, at least, two cameras in each
frame of a motion sequence of an object in movement in a
MoCap (Motion Capture) system. Solving the problem is by
optimizing the extrinsic camera parameters for the whole
network. The interest of this study is to determine the
advantages and limits of this metaheuristic. Simulation results
for 2D scenarios showed the effectiveness of this technique when
considering all continuous space and the presence of obstacles. |
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| ISSN: | 2066-4273 2066-3129 |