1 |
Multiple Object Tracking Benchmark, https://motchallenge.net/ (accessed May, 20, 2017).
|
2 |
Visual Tracker Benchmark Results, https://github.com/foolwood/benchmark_results (accessed May, 20, 2017).
|
3 |
H. Yanga, L. Shaoa, F. Zhenga, L. Wangd, and Z. Songa, "Recent Advances and Trends in Visual Tracking: A Review," Journal of Neurocomputing, Vol. 74, No. 18, pp. 3823-3831, 2011.
DOI
|
4 |
A. Smeulders, D. Chu, R. Cucchiara, S. Calderena, A. Dehghan, and M. Shah, "Visual Tracking: An Experimental Survey," Journal of IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 36, No. 7, pp. 1442-1468, 2014.
DOI
|
5 |
W. Luo, X. Zhao, and T. Kim, "Multiple Object Tracking: A Literature Review," arXiv Preprint 1409.7618, 2014.
|
6 |
Y. Wu, J. Lim, and M. Yang, "Object Tracking Benchmark," Journal of IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 37, No. 9, pp. 1834-1848, 2015.
DOI
|
7 |
A. Milan, L. Leal-Taixe, I. Reid, S. Roth, and K. Schindler, "Multiple Object Tracking Benchmark16: A Benchmark for Multi-Object Tracking," arXiv preprint 1603.00831, 2016.
|
8 |
Visual Tracker Benchmark, http://www.visual-tracking.net (accessed May, 20, 2017).
|
9 |
H.T. Nguyen and A.W.M. Smeulders, "Fast Occluded Object Tracking by a Robust Appearance Filter," Journal of IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 8, pp. 1099-1104, 2004.
DOI
|
10 |
D.Y. Kim, J.W. Park, and C.W. Lee, "Object-Tracking System Using Combination of CAMshift and Kalman Filter Algorithm," Journal of Korea Multimedia Society, Vol. 6, No. 5, pp. 619-628, 2013.
|
11 |
B. Lucas and T. Kanade, "An Iterative Image Registration Technique with an Application to Stereo Vision," Proceeding of International Joint Conference on Artificial Intelligence, pp. 674-679, 1981.
|
12 |
B. Ristic, S. Arulampalam, and N. Gordon, Beyond the Kalman Filter: Particle Filters for Tracking Applications, Artech House, Boston, Massachusetts, USA, 2003.
|
13 |
D. Comaniciu, V. Ramesh, and P. Meer, "Real-Time Tracking of Non-Rigid Objects Using Mean Shift," Proceeding of IEEE Conference on Computer Vision and Pattern Recognition, pp. 142-149, 2000.
|
14 |
Z. Chen, Z. Hong, and D. Tao, "An Experimental Survey on Correlation Filter-Based Tracking," arXiv Preprint 1509.05520, 2015.
|
15 |
Yang and G. Bilodeau, "Multi-Kernel Correlation Filter for Visual Tracking," arXiv Preprint 1611.02364, 2016.
|
16 |
L. Zhang, Y. Li, and R. Nevatia, "Global Data Association for Multi-Object Tracking Using Network Flows," Proceeding of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1-8, 2008.
|
17 |
A. Milan, S. Roth, and K. Schindler, "Continuous Energy Minimization for Multitarget Tracking," Journal of IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 36, No. 1, pp. 58-72, 2014.
DOI
|
18 |
B. Yang and R. Nevatia, "Multi-Target Tracking by Online Learning of Non-Linear Motion Patterns and Robust Appearance models," Proceeding of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1918-1925, 2012.
|
19 |
D.B. Reid, "An Algorithm for Tracking Multiple Targets," Journal of IEEE On Automatic Control, Vol. 24, No. 6, pp. 843-854, 1979.
DOI
|
20 |
T.E. Fortmann, Y. Bar-Shalom, and M. Scheffe, "Sonar Tracking of Multiple Targets Using Joint Probabilistic Fata Association," Journal of IEEE Oceanic Engineering Society, Vol. 8, No. 3, pp. 173-184, 1983.
DOI
|
21 |
C. Kim, F. Li, A. Ciptadi, and J.M. Rehg, "Multiple Hypothesis Tracking Revisited," Proceeding of IEEE International Conference on Computer Vision, pp. 4696-4704, 2015.
|
22 |
J.Y. Bouguet, "Pyramidal Implementation of the Affine Lucas-Kanade Feature Tracker Description of the Algorithm," Journal of Intel Corporation, Vol. 1, No. 2, pp. 1-9, 2001.
|
23 |
S.H. Rezatofighi, A. Milan, Z. Zhang, Q. Shi, A. Dick, and I. Reid, "Joint Probabilistic Data Association Revisited," Proceeding of IEEE International Conference on Computer Vision, pp. 3047-3055, 2015.
|
24 |
H.K. Galoogahi, A. Fagg, C. Huang, D. Ramanan, and S. Lucey, "Need for Speed: A Benchmark for Higher Frame Rate Object Tracking," arXiv Preprint 1703.05884, 2017.
|
25 |
Z. Kalal, K. Mikolajczyk, and J. Matas, "Forward-Backward Error: Automatic Detection of Tracking Failures," Proceeding of International Conference on Pattern Recognition, pp. 23-26, 2010.
|
26 |
E. Rosten and T. Drummond, "Fusing Points and Lines for High Performance Tracking," Proceeding of IEEE International Conference on Computer Vision, pp. 1508-1515, 2015.
|
27 |
E. Rosten and T. Drummond, "Machine Learning for High-Speed Corner Detection," Proceeding of European Conference on Computer Vision, pp. 430-443, 2006.
|
28 |
J. Shi, and C. Tomasi, "Good Feature To Track," Proceeding of IEEE Conference on Computer Vision and Pattern Recognition, pp. 593-600, 1994.
|
29 |
P.F. Felzenszwalb, R.B. Girshick, D. McAllester, and D. Ramanan, "Object Detection with Discriminatively Trained Part Based Models," Journal of IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 32, No. 9, pp. 1627-1645, 2010.
DOI
|
30 |
C. Zhang, J. Xu, A. Beaugendre, and S. Goto, "A KLT-Based Approach for Occlusion Handling in Human Tracking," Proceeding of Picture Coding Symposium, pp. 337-340, 2012.
|
31 |
J. Redmon and A. Farhadi, "YOLO9000: Better, Faster, Stronger," arXiv Preprint 1612.08242, 2016.
|
32 |
S. Ren, K. He, R. Girshick, and J. Sun, "Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks," Proceeding of Neural Information Processing Systems, pp. 91-99, 2015.
|
33 |
H. Li, Y. Li, and F. Porikli, "DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking," arXiv preprint 1503.00072, 2015.
|
34 |
A. Bewley, G. Zongyuan, F. Ramos, and B. Upcroft, "Simple Online and Real-Time Tracking," Proceeding of IEEE International Conference on Image Processing, pp. 3464-3468, 2016.
|
35 |
R. Kalman, "A New Approach to Linear Filtering and Prediction Problems," Journal of Basic Engineering, Vol. 82, No. Series D, pp. 35-45, 1960.
DOI
|
36 |
F. Yu, W. Li, Q. Li, Y. Liu, X. Shi, and J. Yan, "POI: Multiple Object Tracking with High Performance Detection and Appearance Feature," arXiv: 1610.06136, 2016.
|
37 |
H.W. Kuhn, "The Hungarian Method for the Assignment Problem," Journal of Naval Research Logistics Quarterly, Vol. 2, No. 1, pp. 83-97, 1955.
DOI
|
38 |
Y. Liu, J. Yan, and W. Ouyang, "Quality Aware Network for Set to Set Recognition," arXiv preprint 1704.03373, 2017.
|
39 |
R. Sanchez-Matilla, F. Poiesi, and A. Cavallaro, "Online Multi-Target Tracking with Strong and Weak Detections," Proceeding of Benchmarking Multi-target Tracking, European Conference on Computer Vision, pp. 84-99, 2016.
|
40 |
A. Sadeghian, A. Alahi, and S. Savarese, "Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies," arXiv Preprint 1701.01909, 2017.
|
41 |
S. Bae and K. Yoon, "Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-Object Tracking," Journal of IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 99, 2017.
|
42 |
N. Wojke, A. Bewley, and D. Paulus, "Simple Online and Real-Time Tracking with a Deep Association Metric," arXiv Preprint 1703.07402, 2017.
|
43 |
H. Kieritz, sS. Becker, W. Hubner, and M. Arens, "Online Multi-Person Tracking Using Integral Channel Features," Proceeding of IEEE Conference on Advanced Video and Signal-based Surveillance, pp. 122-130, 2016.
|
44 |
Y. Ban, S. Ba, X. Alameda-Pineda, and R. Horaud, "Tracking Multiple Persons Based on a Variational Bayesian Model," Proceeding of Benchmarking Multi-Target Tracking, pp. 52-67, 2016.
|
45 |
Y. Song and M. Jeon, "Online Multiple Object Tracking with the Hierarchically Adopted GM-PHD Filter Using Motion and Appearance," Proceeding of IEEE International Conference on Consumer Electronics-Asia, pp. 256-259, 2016.
|
46 |
MOT16 Result, https://motchallenge.net/results/MOT16/?det=All (accessed May, 20, 2017).
|
47 |
P. Dollar, C. Wojek, B. Schiele, and P. Perona, "Pedestrian Detection: An Evaluation of the State of the Art," Journal of IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34, No. 4, pp. 743-761, 2011.
|
48 |
R. Stiefelhagen, K. Bernardin, R. Bowers, J. S. Garofolo, D. Mostefa, and P. Soundararajan, "The Clear 2006 Evaluation," Proceeding of Classification of Events, Activities and Relationships, pp. 1-44, 2006.
|