目標跟蹤的經典演算法
阿新 • • 發佈：2019-01-08
0，Online Object Tracking: A Benchmark cvpr2013 綜述
http://visual-tracking.net/#http://cvlab.hanyang.ac.kr/tracker_benchmark_v10.html
1, VTD: Visual Tracking Decomposition cvpr2010 原始碼+測試視訊
http://cv.snu.ac.kr/research/~vtd/
2, CT: Real-time Compressive Tracking eccv2012 原始碼+測試視訊
http://www4.comp.polyu.edu.hk/~cslzhang/CT/CT.htm
3, PROST - Parallel Robust Online Simple Tracking 測試視訊
http://gpu4vision.icg.tugraz.at/index.php?content=subsites/prost/prost.php
4，TLD
5, MIL
6, Struck
目前作者已公開了支援多尺度的Matlab程式碼
8 KCF: Kernelized Correlation Filters
http://home.isr.uc.pt/~henriques/circulant/
9.終於做出來和商湯face++人臉特徵點一樣的效果了，可以測試一下，
執行的時候，請不要修改包名，包名與工程一致就可以：
https://pan.baidu.com/s/1mios2pE
Visual trackers
We have tested 29 publicly available visual trackers. The trackers are listed in chronological order.
|
NAME |
CODE | REFERENCE |
|---|---|---|
| CPF | CPF | P. Pe 虂rez, C. Hue, J. Vermaak, and M. Gangnet. Color-Based Probabilistic Tracking. In ECCV, 2002. |
| KMS | KMS | D. Comaniciu, V. Ramesh, and P. Meer. Kernel-Based Object Tracking. PAMI, 25(5):564鈥�577, 2003. |
| SMS | SMS | R. Collins. Mean-shift Blob Tracking through Scale Space. In CVPR, 2003. |
| VR-V | VIVID/VR | R. T. Collins, Y. Liu, and M. Leordeanu. Online Selection of Discriminative Tracking Features. PAMI, 27(10):1631鈥�1643, 2005.[www] * We also evaluated four other trackers included in the VIVID tracker suite. (PD-V,聽RS-V,聽MS-V, and聽TM-V). |
| Frag | Frag | A. Adam, E. Rivlin, and I. Shimshoni. Robust Fragments-based Tracking using the Integral Histogram. In CVPR, 2006.[www] |
| OAB | OAB | H. Grabner, M. Grabner, and H. Bischof. Real-Time Tracking via On-line Boosting. In BMVC, 2006.[www] |
| IVT | IVT | D. Ross, J. Lim, R.-S. Lin, and M.-H. Yang. Incremental Learning for Robust Visual Tracking. IJCV, 77(1):125鈥�141, 2008.[www] |
| SemiT | SBT | H. Grabner, C. Leistner, and H. Bischof. Semi-supervised On-Line Boosting for Robust Tracking. In ECCV, 2008.[www] |
| MIL | MIL | B. Babenko, M.-H. Yang, and S. Belongie. Visual Tracking with Online Multiple Instance Learning. In CVPR, 2009.[www] |
| BSBT | BSBT | S. Stalder, H. Grabner, and L. van Gool. Beyond Semi-Supervised Tracking: Tracking Should Be as Simple as Detection, but not Simpler than Recognition. In ICCV Workshop, 2009.[www] |
| TLD | TLD | Z. Kalal, J. Matas, and K. Mikolajczyk. P-N Learning: Bootstrapping Binary Classifiers by Structural Constraints. In CVPR, 2010.[www] |
| VTD | 鈥� | J. Kwon and K. M. Lee. Visual Tracking Decomposition. In CVPR, 2010.[www] |
| CXT | CXT | T. B. Dinh, N. Vo, and G. Medioni. Context Tracker: Exploring supporters and distracters in unconstrained environments. In CVPR, 2011.[www] |
| LSK | LSK | B. Liu, J. Huang, L. Yang, and C. Kulikowsk. Robust Tracking using Local Sparse Appearance Model and K-Selection. In CVPR, 2011.[www] |
| Struck | Struck | S. Hare, A. Saffari, and P. H. S. Torr. Struck: Structured Output Tracking with Kernels. In ICCV, 2011.[www] |
| VTS | 鈥� | J. Kwon and K. M. Lee. Tracking by Sampling Trackers. In ICCV, 2011.[www] |
| ASLA | ASLA | X. Jia, H. Lu, and M.-H. Yang. Visual Tracking via Adaptive Structural Local Sparse Appearance Model. In CVPR, 2012.[www] |
| DFT | DFT | L. Sevilla-Lara and E. Learned-Miller. Distribution Fields for Tracking. In CVPR, 2012.[www] |
| L1APG | L1APG | C. Bao, Y. Wu, H. Ling, and H. Ji. Real Time Robust L1 Tracker Using Accelerated Proximal Gradient Approach. In CVPR, 2012.L1_Tracker">[www] |
| LOT | LOT | S. Oron, A. Bar-Hillel, D. Levi, and S. Avidan. Locally Orderless Tracking. In CVPR, 2012.[www] |
| MTT | MTT | T.Zhang, B. Ghanem,S. Liu,and N. Ahuja. Robust Visual Tracking via Multi-task Sparse Learning. In CVPR, 2012.[www] |
| ORIA | ORIA | Y. Wu, B. Shen, and H. Ling. Online Robust Image Alignment via Iterative Convex Optimization. In CVPR, 2012.[www] |
| SCM | SCM | W. Zhong, H. Lu, and M.-H. Yang. Robust Object Tracking via Sparsity-based Collaborative Model. In CVPR, 2012.[www] |
| CSK | CSK | F. Henriques, R. Caseiro, P. Martins, and J. Batista. Exploiting the Circulant Structure of Tracking-by-Detection with Kernels. In ECCV, 2012.聽[www] |
| CT | CT |
K. Zhang, L. Zhang, and M.-H. Yang. Real-time Compressive Tracking. In ECCV, 2012.[www] |