1 |
L. Bertinetto, J. Valmadre, J.F. Henriques, A. Vedaldi, and P.H.S. Torr, "Fully-convolutional Siamese Networks for Object Tracking," Proceeding of the European Conference on Computer Vision, pp. 850-865, 2016.
|
2 |
A. Milan, S.H. Rezatofighi, A. Dick, I. Reid, and K. Schindler "Online Multi-Target Tracking Using Recurrent Neural Networks," Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence(AAAI-17) , pp. 4225-4232, 2017.
|
3 |
Kh. Farkhodov, K. Oh-Heum, M. Kwang-Seok, K. Oh-Jun, L. Suk-Hwan, and K. Ki-Ryong "A New CSR-DCF Tracking Algorithm based on Faster RCNN Detection Model and CSRT Tracker for Drone Date", Journal of Korea Multimedia Society, Vol. 22, Iss. 12, pp. 1415-1429, 2019.
DOI
|
4 |
S. Ren, K. He, R. Girshick, and J. Sun, “Faster R-CNN: Towards Real-time Object Detection with Region Proposal Networks,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 39, No. 6, pp. 1137-1149, 2017.
DOI
|
5 |
A. Jadhav, P. Mukherjee, V. Kaushik, and B. Lall, "Aerial Multi-object Tracking by Detection Using Deep Association Networks," Proceeding of 2020 National Conference on Communications (NCC) , pp. 1-6, 2020.
|
6 |
A. Milan, L. Leal-Taixe, I.D. Reid, S. Roth, and K. Schindler, "MOT16: A Benchmark for Multi-object Tracking," arXiv preprint arXiv: 1603.00831, 2016.
|
7 |
A. Geiger, P. Lenz, and R. Urtasun, "Are We Ready for Autonomous Driving? The KITTI Vision Benchmark Suite," Proceeding of Conference on Computer Vision and Pattern Recognition, Vol. 1, pp. 3354-3361, 2012.
|
8 |
J. Redmon, S. Divvala, R. Girshick, and A. Farhadi, "You Only Look Once: Unified, Real-time Object Detection," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 779-788, 2016.
|
9 |
A.A. Butt and R.T. Collins, "Multi-target Tracking by Lagrangian Relaxation to Mincost Network Flow," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1846-1853, 2013.
|
10 |
S.H. Bae and K.J. Yoon, “Confidence-based Data Association and Discriminative Deep Appearance Learning for Robust Online Multiobject Tracking,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 40, No. 3, pp. 595-610, 2018.
DOI
|
11 |
S. Sun, N. Akhtar, H.S. Song, A. Mian, and M. Shah, “Deep Affinity Network for Multiple Object Tracking,” Journal of Latex Class Files, Vol. 13, No. 9, pp. 1-15, 2017.
|
12 |
J.M. Xin, D. Chao, P.Z. Geng, W.L. Fang, and S. Xing, "Multi-object Tracking in Videos Based on LSTM and Deep Reinforcement Learning" Complexity, Vol. 2018, pp. 1-12, 2018.
|
13 |
Wikipedia, https://en.wikipedia.org/wiki/Long_short-term_memory
|
14 |
B.J. Radford, M. Leonardo, Apolonio, A.J. Trias, and J.A. Simpson, "Network Traffic Anomaly Detection Using Recurrent Neural Networks", arXiv Preprint arXiv:1803.10769 v1, 2018.
|
15 |
C.H. Kim, F. Li, and M.R. James, "Multi-object Tracking with Neural Gating Using Bilinear LSTM" Proceeding of European Conference on Computer Vision, pp. 200-215, 2018.
|