跟踪算法及相关主页

推荐一个博客:https://github.com/pbypby,主页上有:

Popular repositories

  • kcf_trackerc demo for kernelized correalation filters
  • stc_trackerc++ demo for Fast Tracking via Spatio-Temporal Context Learning
  • BRISQUEc++ demo for Blind/Referenceless Image Spatial Quality Evaluator
  • wmil_trackerc++ demo for weighted multiple instances learning
  • ct_trackerc++ demo for compressive tracking

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==================== 以下转自: http://blog.csdn.net/huixingshao/article/details/43667485===================

0,Online Object Tracking: A Benchmark cvpr2013 综述

     http://visual-tracking.net/#
     http://cvlab.hanyang.ac.kr/tracker_benchmark_v10.html


1,  VTD:  Visual Tracking Decomposition cvpr2010  源码+测试视频
         http://cv.snu.ac.kr/research/~vtd/ 


2,  CT: Real-time Compressive Tracking  eccv2012 源码+测试视频

       http://www4.comp.polyu.edu.hk/~cslzhang/CT/CT.htm  


3, PROST - Parallel Robust Online Simple Tracking   测试视频

     http://gpu4vision.icg.tugraz.at/index.php?content=subsites/prost/prost.php


4,TLD

5,  MIL

6,  Struck

7, STC:Fast Trackingvia Spatio-Temporal Context Learning  2013-11-24

       目前作者已公开了支持多尺度的Matlab代码

       http://www4.comp.polyu.edu.hk/~cslzhang/STC/STC.htm


8 KCF: Kernelized Correlation Filters

http://home.isr.uc.pt/~henriques/circulant/



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]

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