Multi-target tracking on confidence maps: An application to people tracking

► Multi-target track-before-detect on confidence maps. ► Tracking of unknown and large number of targets. ► Target birth and death modeled with Markov Random Field. ► Postprocessing phase for application multi-person tracking. ► Testing on video surveillance and sport scenario. We propose a generic...

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Bibliographic Details
Published in:Computer vision and image understanding 2013-10, Vol.117 (10), p.1257-1272
Main Authors: Poiesi, Fabio, Mazzon, Riccardo, Cavallaro, Andrea
Format: Article
Language:English
Subjects:
Algorithmics. Computability. Computer arithmetics
Algorithms
Applied sciences
Computer science
control theory
systems
Confidence
Crowd
Data processing. List processing. Character string processing
Exact sciences and technology
Filtering
Gaussian Mixture Model
Inclusions
Information retrieval. Graph
Likelihood modeling
Magnetorheological fluids
Markov models
Markov Random Field
Memory organisation. Data processing
Multi-target tracking
Software
Theoretical computing
Track-before-detect
Tracking
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