Adaptive Fuzzy Particle Filter Tracker for a PTZ Camera in an IP Surveillance System

We propose an adaptive fuzzy particle filter (PF) (AFPF) method adapted to general object tracking with an IP pan-tilt-zoom (PTZ) camera. PF samples are weighted using fuzzy membership functions and are applied to geometric and appearance features. In our PF, targets are modeled and tracked based on...

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Veröffentlicht in:	IEEE transactions on instrumentation and measurement 2011-02, Vol.60 (2), p.354-371
Hauptverfasser:	Varcheie, Parisa Darvish Zadeh, Bilodeau, Guillaume-Alexandre
Format:	Artikel
Sprache:	eng
Schlagworte:	Cameras Delay Face Fuzzy logic Humans IP networks IP pan-tilt-zoom (PTZ) camera low-frame-rate tracking particle filter (PF) people tracking Target tracking
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