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We present a novel formulation of the multiple object tracking problem which integrates low and mid-level features.
C. Tomasi and T. Kanade, “Detection and tracking of point features,” CMU-CS-91-132, Tech. Rep., 1991
1991
Earlier work this paper cites.
J. Shi and J. Malik, “Normalized cuts and image segmentation,” TPAMI , vol. 22, no. 8, pp. 888–905, 2000
2000
Earlier work this paper cites.
N. Bansal, A. Blum, and S. Chawla, “Correlation clustering,” Machine Learning , vol. 56, no. 1-3, pp. 89–113, 2004
2004
Earlier work this paper cites.
T. Cour, S. Yu, and J. Shi, “Normalized cut segmentation code. copyright 2004 university of pennsylvania,” Computer and Information Science Department , 2004
2004
Earlier work this paper cites.
L. Zelnik-Manor and P. Perona, “Self-tuning spectral clustering,” in Advances in neural information processing systems , 2004, pp. 1601–1608
2004
Earlier work this paper cites.
Z. Khan, T. Balch, and F. Dellaert, “Mcmc-based particle filtering for tracking a variable number of interacting targets,” TPAMI , 2005
2005
Earlier work this paper cites.
J. Berclaz, F. Fleuret, and P. Fua, “Robust people tracking with global trajectory optimization,” CVPR , 2006
2006
Earlier work this paper cites.
H. Jiang, S. Fels, and J. Little, “A linear programming approach for multiple object tracking,” CVPR , 2007
2007
Earlier work this paper cites.
B. Leibe, K. Schindler, and L. van Gool, “Coupled detection and trajectory estimation from multi-object tracking,” ICCV , 2007
2007
Earlier work this paper cites.
Z. Li, J. Liu, S. Chen, and X. Tang, “Noise robust spectral clustering,” in ICCV . IEEE, 2007, pp. 1–8
2007
Earlier work this paper cites.
L. Zhang, Y. Li, and R. Nevatia, “Global data association for multi-object tracking using network flows,” CVPR , 2008
2008
Earlier work this paper cites.
L. Torresani, V. Kolmogorov, and C. Rother, “Feature correspondence via graph matching: models and global optimization,” ECCV , 2008
2008
Earlier work this paper cites.
R. Kasturi, D. Goldgof, P. Soundararajan, V. Manohar, J. Garofolo, M. Boonstra, V. Korzhova, and J. Zhang, “Framework for performance evaluation for face, text and vehicle detection and tracking in video: data, metrics, and protocol,” TPAMI , vol. 31, no. 2, 2009
2009
Earlier work this paper cites.
Y. Li, C. Huang, and R. Nevatia, “Learning to associate: hybrid boosted multi-target tracker for crowded scene,” CVPR , 2009
2009
Earlier work this paper cites.
S. Pellegrini, A. Ess, K. Schindler, and L. van Gool, “You’ll never walk alone: modeling social behavior for multi-target tracking,” ICCV , 2009
2009
Earlier work this paper cites.
T. Brox and J. Malik, “Object segmentation by long term analysis of point trajectories,” ECCV , 2010
2010
Earlier work this paper cites.
P. Felzenszwalb, R. Girshick, D. McAllester, and D. Ramanan, “Object detection with discriminatively trained part based models,” TPAMI , 2010
2010
Earlier work this paper cites.
J. Gall, A. Yao, N. Razavi, L. van Gool, and V. Lempitsky, “Hough forests for object detection, tracking and action recognition,” TPAMI , 2011
2011
Earlier work this paper cites.
H. Pirsiavash, D. Ramanan, and C. Fowlkes, “Globally-optimal greedy algorithms for tracking a variable number of objects,” CVPR , 2011
2011
Earlier work this paper cites.
J. Berclaz, F. Fleuret, E. Türetken, and P. Fua, “Multiple object tracking using k-shortest paths optimization,” TPAMI , 2011
2011
Earlier work this paper cites.
W. Brendel, M. Amer, and S. Todorovic, “Multiobject tracking as maximum weight indepen- dent set,” CVPR , 2011
2011
Earlier work this paper cites.
H. Izadinia, I. Saleemi, W. Li, and M. Shah, “(mp)2t: Multiple people multiple parts tracker,” ECCV , 2011
2011
Cited alongside, same era.
C. Wojek, S. Walk, S. Roth, and B. Schiele, “Monocular 3d scene understanding with explicit occlusion reasoning,” CVPR , 2011
2011
Cited alongside, same era.
B. Benfold and I. Reid, “Stable multi-target tracking in real-time surveillance video,” CVPR , 2011
2011
Cited alongside, same era.
K. Fragkiadaki and J. Shi, “Detection free tracking: Exploiting motion and topology for segmenting and tracking under entanglement,” CVPR , 2011
2011
Cited alongside, same era.
2011
Cited alongside, same era.
A. Geiger, M. Lauer, C. Wojek, C. Stiller, and R. Urtasun, “3d traffic scene understanding from movable platforms,” TPAMI , 2014
2014
Later among the works it cites.
S. Bae and K. Yoon, “Robust online multi-object tracking based on tracklet confidence and online discriminative appearance learning,” CVPR , 2014
2014
Later among the works it cites.
S. Ren, R. G. K. He, and J. Sun, “Faster r-cnn: Towards real-time object detection with region proposal networks,” Neural Information Processing Systems (NIPS) , 2015
2015
Later among the works it cites.
A. Milan, L. Leal-Taixé, K. Schindler, and I. Reid, “Joint tracking and segmentation of multiple targets,” in CVPR , 2015
2015
Later among the works it cites.
A. Dehghan, S. Assari, and M. Shah, “Gmmcp-tracker: Globally optimal generalized maximum multi clique problem for multiple object tracking,” CVPR , 2015
2015
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K. Yamaguchi, A. Berg, L. Ortiz, and T. Berg, “Who are you with and where are you going?” CVPR , 2011
2011
Cited alongside, same era.
L. Leal-Taixé, G. Pons-Moll, and B. Rosenhahn, “Everybody needs somebody: Modeling social and grouping behavior on a linear programming multiple people tracker,” ICCV. 1st Workshop on Modeling, Simulation and Visual Analysis of Large Crowds , 2011
2011
Cited alongside, same era.
A. Zamir, A. Dehghan, and M. Shah, “Gmcp-tracker: Global multi-object tracking using generalized minimum clique graphs,” ECCV , 2012
2012
Cited alongside, same era.
K. Fragkiadaki, W. Zhang, G. Zhng, and J. Shi, “Two-granularity tracking: mediating trajectory and detections graphs for tracking under occlusions,” ECCV , 2012
2012
Cited alongside, same era.
C. Xu, C. Xiong, and J. Corso, “Streaming hierarchical video segmentation,” ECCV , 2012
2012
Cited alongside, same era.
L. Leal-Taixé, G. Pons-Moll, and B. Rosenhahn, “Branch-and-price global optimization for multi-view multi-object tracking,” CVPR , 2012
2012
Cited alongside, same era.
A. Butt and R. Collins, “Multi-target tracking by Lagrangian relaxation to min-cost network flow,” CVPR , 2013
2013
Cited alongside, same era.
Later among the works it cites.
V. Chari, S. Lacoste-Julien, I. Laptev, and J. Sivic, “On pairwise costs for network flow multi-object tracking,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition , 2015, pp. 5537–5545
2015
Later among the works it cites.
W. Choi, “Near-online multi-target tracking with aggregated local flow descriptor,” ICCV , 2015
2015
Later among the works it cites.
V. Chari, S. Lacoste-Julien, I. Laptev, and J. Sivic, “On pairwise costs for network flow multi-object tracking,” CVPR , 2015
2015
Later among the works it cites.
2015
Later among the works it cites.
C. Kim, F. Li, A. Ciptadi, and J. Rehg, “Multiple hypothesis tracking revisited: Blending in modern appearance model,” ICCV , 2015
2015
Later among the works it cites.
Y. Xiang, A. Alahi, and S. Savarese, “Learning to track: Online multi-object tracking by decision making,” ICCV , 2015
2015
Later among the works it cites.
S. Wang and C. Fowlkes, “Learning optimal parameters for multi-target tracking.” BMVC , 2015
2015
Later among the works it cites.
N. McLaughlin, J. M. D. Rincon, and P. Miller, “Enhancing linear programming with motion modeling for multi-target tracking.” WACV , 2015
2015
Later among the works it cites.
H. Rezatofighi, A. Milan, Z. Zhang, Q. Shi, and I. R. A. Dick, “Joint probabilistic data association revisited,” ICCV , 2015
2015
Later among the works it cites.
J. Yoon, H. Yang, J. Lim, and K. Yoon, “Bayesian multi-object tracking using motion context from multiple objects,” IEEE Winter Conference on Applications of Computer Vision (WACV) , 2015
2015
Later among the works it cites.
2015
Later among the works it cites.
G. Seguin, P. Bojanowski, R. Lajugie, and I. Laptev, “Instance-level video segmentation from object tracks,” in Proc. CVPR , 2016
2016
Closest in time.
M. Yang and Y. Jia, “Temporal dynamic appearance modeling for online multi-person tracking,” Computer Vision and Image Understanding , 2016
2016
Closest in time.
A. Milan, K. Schindler, and S. Roth, “Multi-target tracking by discrete-continuous energy minimization,” TPAMI , 2016
2016
Closest in time.
A. Bewley, L. Ott, F. Ramos, and B. Upcroft, “Alextrac: Affinity learning by exploring temporal reinforcement within association chains,” ICRA , 2016
2016
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