【计算机视觉】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_tracker2 c demo for kernelized correalation filters
• stc_tracker2 c++ demo for Fast Tracking via Spatio-Temporal Context Learning
• BRISQUE1 c++ demo for Blind/Referenceless Image Spatial Quality Evaluator
• wmil_tracker1 c++ demo for weighted multiple instances learning
• ct_tracker0 c++ demo for compressive tracking

=========================================分割线===========================================

==================== 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]