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Standardized benchmarks are crucial for the majority of computer vision applications.
The clear 2006 evaluation
R. Stiefelhagen, K. Bernardin, R. Bowers, J. S. Garofolo, D. Mostefa, and P. Soundararajan · 2006
Earlier work this paper cites.
Tracking of multiple, partially occluded humans based on static body part detection
B. Wu and R. Nevatia · 2006
Earlier work this paper cites.
Evaluating multiple object tracking performance: The CLEAR MOT metrics
K. Bernardin and R. Stiefelhagen · 2008
Earlier work this paper cites.
A consistent metric for performance evaluation of multi-object filters
D. Schuhmacher, B.-T. Vo, and B.-N. Vo · 2008
Earlier work this paper cites.
Learning to associate: Hybridboosted multi-target tracker for crowded scene
Y. Li, C. Huang, and R. Nevatia · 2009
Earlier work this paper cites.
The PASCAL Visual Object Classes Challenge 2012 (VOC2012) Results
M. Everingham, L. Van Gool, C. Williams, J. Winn, and A. Zisserman · 2012
Cited alongside, same era.
Challenges of ground truth evaluation of multi-target tracking
A. Milan, K. Schindler, and S. Roth · 2013
Cited alongside, same era.
Robust online multi-object tracking based on tracklet confidence and online discriminative appearance learning
S.-H. Bae and K.-J. Yoon · 2014
Cited alongside, same era.
Face detection without bells and whistles
M. Mathias, R. Benenson, M. Pedersoli, and L. V. Gool · 2014
Cited alongside, same era.
Continuous energy minimization for multitarget tracking
A. Milan, S. Roth, and K. Schindler · 2014
Cited alongside, same era.
Evaluating multi-object tracking
K. Smith, D. Gatica-Perez, J.-M. Odobez, and S. Ba
Cited in the paper.
Multiple target tracking based on undirected hierarchical relation hypergraph
L. Wen, W. Li, J. Yan, Z. Lei, D. Yi, and S. Z. Li · 2014
Later among the works it cites.
Deep Residual Learning for Image Recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2015
Later among the works it cites.
MOTChallenge 2015: Towards a benchmark for multi-target tracking
L. Leal-Taixé, A. Milan, I. Reid, S. Roth, and K. Schindler · 2015
Later among the works it cites.
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
S. Ren, K. He, R. Girshick, and J. Sun · 2015
Later among the works it cites.
MOT16: A benchmark for multi-object tracking
A. Milan, L. Leal-Taixé, I. Reid, S. Roth, and K. Schindler · 2016
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