Multi-object Tracking

Multi-Object Tracking is a computer vision framework that extends visual tracking by simultaneously localizing and maintaining the identities of multiple objects across video frames, distinguishing itself from single-object tracking and detection through its focus on identity association and motion coherence in cluttered, dynamic scenes.

1.9K

Publications

132.1K

Citations

4.8K

Authors

1.3K

Institutions

Publications per year

2017–2026

971

Parents

Data AssociationLidar PerceptionMotion AnalysisPerception For Humanoid RobotsScene UnderstandingVehicle PerceptionVideo AnalysisVisual Tracking

Publications

1.9K

Simple online and realtime tracking with a deep association metric

Nicolai Wojke, Alex Bewley, Dietrich Paulus · 2017 · 4.7K citations

Computing, Computer Science, Computer Vision +15

Simple online and realtime tracking

Alex Bewley, Zongyuan Ge, Lionel Ott et al. · 2016 · 3.9K citations · Full text

Computing, Computer Science, Computer Vision +15

Evaluating Multiple Object Tracking Performance: The CLEAR MOT Metrics

Keni Bernardin, Rainer Stiefelhagen · EURASIP Journal on Image and Video Processing · 2008 · 2.8K citations · Full text

Computing, Vision Science, Computer Vision +11

W/sup 4/: real-time surveillance of people and their activities

I. Haritaoglu, David Harwood, L.S. Davis · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 2.5K citations

Computing, Computer Science, Computer Systems +17

You'll never walk alone: Modeling social behavior for multi-target tracking

S. Pellegrini, Andreas Ess, Konrad Schindler et al. · 2009 · 1.6K citations

Computing, Computer Science, Computer Vision +16

1–5 of 1.9K

Authors

4.8K

LL
Laura Leal-Taixé
Technical University of Munich, Germany
26 publications · 5.6K citations
22
h-index
BV
Ba‐Ngu Vo
Curtin University, Australia
22 publications · 2K citations
20
h-index
KS
Konrad Schindler
ETH Zurich, Switzerland
21 publications · 7.2K citations
19
h-index
BV
Ba-Tuong Vo
Curtin University, Australia
18 publications · 1.7K citations
17
h-index
IR
Ian Reid
The University of Adelaide, Australia
18 publications · 4K citations
17
h-index

1–5 of 4.8K

Institutions

1.3K

1–8 of 1.3K

Venues

arXiv (Cornell University)
Repository · 119 publications · 8.1K citations
37
h-index
IEEE Transactions on Pattern Analysis and Machine Intelligence
TPAMI · 39 publications · 10K citations
32
h-index
IEEE Transactions on Circuits and Systems for Video Technology
31 publications · 1.3K citations
24
h-index
Sensors
39 publications · 1.4K citations
22
h-index
IEEE Transactions on Image Processing
25 publications · 1.7K citations
21
h-index

1–5