International Conference on Systems, Signals and Image Processing · 2014 · 15 citations · 12 references
EngineeringMechatronics EngineeringTransportTransportationTransportation EngineeringCondition MonitoringIntelligent Transportation SystemsRail TransportRail TransportationContact Point PositionParticle Swarm ControlParticle Swarm Optimization
With the increasing of the train speeds in railway transport, the safety and early detection of any anomaly becomes an important issue. This paper analyzes the contact point between pantograph and catenary by using particle swarm based tracking. The position of contact wire is tracked along all frames. The obtained tracked signal is analyzed by S-transform and the pantograph condition is detected. The proposed method has been verified by using real pantograph-videos and good results has been obtained when the performance of the proposed tracking is compared to mean-shift algorithm.
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Sequential particle swarm optimization for visual tracking
Xiaoqin Zhang, Weiming Hu, Steve Maybank et al. · 2008 · 169 citations
Scale and orientation adaptive mean shift tracking
Jifeng Ning, Lei Zhang, David Zhang et al. · IET Computer Vision · 2012 · 123 citations