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Deep learning in video multi-object tracking: A survey

Neurocomputing · 2019 · Vol. 381 · pp. 61–88
Gioele CiaparroneFrancisco Luque SánchezSiham TabikLuigi TroianoRoberto TagliaferriFrancisco Herrera
Video Surveillance and Tracking MethodsHuman Pose and Action RecognitionAdvanced Image and Video Retrieval TechniquesDeep learningComputer scienceArtificial intelligenceTask (project management)Tracking (education)Video trackingObject (grammar)TrajectoryMachine learningSequence (biology)

Funding

  • Ministerio de Ciencia y Tecnología
Citations
638
FWCI
33.83
field-weighted impact
References
304
Percentile
100%
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Citations per year
References
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision · 2015 · 39,683 citations
Support-Vector Networks
Machine Learning · 1995 · 32,108 citations
ViBe: A Universal Background Subtraction Algorithm for Video Sequences
IEEE Transactions on Image Processing · 2010 · 1,859 citations
The Gaussian Mixture Probability Hypothesis Density Filter
IEEE Transactions on Signal Processing · 2006 · 1,893 citations
Matching pursuits with time-frequency dictionaries
IEEE Transactions on Signal Processing · 1993 · 9,047 citations
High-Speed Tracking with Kernelized Correlation Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 5,743 citations
A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
IEEE Transactions on Signal Processing · 2002 · 11,409 citations
Object Detection with Discriminatively Trained Part-Based Models
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9,994 citations
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Deep learning in video multi-object tracking: A survey · Scinovex