TY - GEN
T1 - Real time object tracking on video image sequence using particle swarm optimization
AU - Kobayashi, Tomoaki
AU - Nakagawa, Keita
AU - Imae, Joe
AU - Guisheng, Zhai
PY - 2007
Y1 - 2007
N2 - Real time object tracking method on video sequence is important technology for robot vision, security systems using visual information, etc. We propose an object tracking algorithm using Particle Swarm Optimization (PSO) technique, which is an optimization method inspired by swarm behaviors. In PSO algorithm, each particle (individual) belonging to the swarm searches optimal solution efficiently using entire swarm information. In this paper, we propose an effective object tracking technique in a wide expanse of search range by applying PSO for searching a moving object in the video image sequence. We demonstrate the effectiveness and practical utility of our method through some simulations and experiments.
AB - Real time object tracking method on video sequence is important technology for robot vision, security systems using visual information, etc. We propose an object tracking algorithm using Particle Swarm Optimization (PSO) technique, which is an optimization method inspired by swarm behaviors. In PSO algorithm, each particle (individual) belonging to the swarm searches optimal solution efficiently using entire swarm information. In this paper, we propose an effective object tracking technique in a wide expanse of search range by applying PSO for searching a moving object in the video image sequence. We demonstrate the effectiveness and practical utility of our method through some simulations and experiments.
KW - Object tracking
KW - Particle swarm optimization
KW - Video image processing
UR - http://www.scopus.com/inward/record.url?scp=48349126166&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=48349126166&partnerID=8YFLogxK
U2 - 10.1109/ICCAS.2007.4406632
DO - 10.1109/ICCAS.2007.4406632
M3 - Conference contribution
AN - SCOPUS:48349126166
SN - 8995003871
SN - 9788995003879
T3 - ICCAS 2007 - International Conference on Control, Automation and Systems
SP - 1773
EP - 1778
BT - ICCAS 2007 - International Conference on Control, Automation and Systems
T2 - International Conference on Control, Automation and Systems, ICCAS 2007
Y2 - 17 October 2007 through 20 October 2007
ER -