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Simple Online and Realtime Tracking (SORT) is a pragmatic approach to multiple object tracking with a focus on simple, effective algorithms.
“Multi-target tracking by online learning of non-linear motion patterns and robust appearance models,”
B. Yang and R. Nevatia, · 1925
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“Discrete-continuous optimization for multi-target tracking,”
A. Andriyenko, K. Schindler, and S. Roth, · 1933
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“An algorithm for tracking multiple targets,”
D. B. Reid, · 1979
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“Sonar tracking of multiple targets using joint probabilistic data association,”
T.E. Fortmann, Y. Bar-Shalom, and M. Scheffe, · 1983
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“Global data association for multi-object tracking using network flows,”
L. Zhang, Y. Li, and R. Nevatia, · 2008
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“Evaluating multiple object tracking performance: The CLEAR MOT metrics,”
K. Bernardin and R. Stiefelhagen, · 2008
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“Globally-optimal greedy algorithms for tracking a variable number of objects,”
H. Pirsiavash, D. Ramanan, and C. C. Fowlkes, · 2011
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“Multiple object tracking using k-shortest paths optimization,”
J. Berclaz, F. Fleuret, E. Türetken, and P. Fua, · 2011
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“Detection- and trajectory-level exclusion in multiple object tracking,”
A. Milan, K. Schindler, and S. Roth, · 2013
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“Multiple hypothesis tracking revisited,”
C. Kim, F. Li, A. Ciptadi, and J. M. Rehg, · 2015
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“Joint probabilistic data association revisited,”
S.H. Rezatofighi, A. Milan, Z. Zhang, Qi. Shi, An. Dick, and I. Reid, · 2015
Cited alongside, same era.
“MOTChallenge 2015: Towards a benchmark for multi-target tracking,”
L. Leal-Taixé, A. Milan, I. Reid, S. Roth, and K. Schindler, · 2015
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“Faster R-CNN: Towards real-time object detection with region proposal networks,”
S. Ren, K. He, R. Girshick, and J. Sun, · 2015
Cited alongside, same era.
“Near-online multi-target tracking with aggregated local flow descriptor,”
“Poi: Multiple object tracking with high performance detection and appearance feature,”
F. Yu, W. Li, Q. Li, Y. Liu, X. Shi, and J. Yan, · 2016
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“A multi-cut formulation for joint segmentation and tracking of multiple objects,”
M. Keuper, S. Tang, Y. Zhongjie, B. Andres, T. Brox, and B. Schiele, · 2016
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“Multi-class multi-object tracking using changing point detection,”
B. Lee, E. Erdenee, S. Jin, M. Y. Nam, Y. G. Jung, and P. K. Rhee, · 2016
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“Online multi-target tracking with strong and weak detections,”
R. Sanchez-Matilla, F. Poiesi, and A. Cavallaro, · 2016
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“MARS: A video benchmark for large-scale person re-identification,”
L. Zheng, Z. Bie, Y. Sun, J. Wang, C. Su, S. Wang, and Q. Tian, · 2016
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W. Choi, · 2015
Cited alongside, same era.
“Simple online and realtime tracking,”
A. Bewley, G. Zongyuan, F. Ramos, and B. Upcroft, · 2016
Cited alongside, same era.
“Mot16: A benchmark for multi-object tracking,”
A. Milan, L. Leal-Taixé, I. Reid, S. Roth, and K. Schindler, · 2016
Cited alongside, same era.
S. Zagoruyko and N. Komodakis, · 2016
Later among the works it cites.
“An online learned CRF model for multi-target tracking,”
B. Yang and R. Nevatia, · 2041
Closest in time.