Robust Object Tracking with Compressive Sensing and Patches Matching

被引：4

作者：

Pi, Jiatian ^{[1
]}

Hu, Keli ^{[2
]}

Zhang, Xiaolin ^{[1
]}

Gu, Yuzhang ^{[1
]}

Zhan, Yunlong ^{[1
]}

机构：

[1] SIMIT, Shanghai 200050, Peoples R China

[2] Shaoxing Univ, Shaoxing 312000, Peoples R China

来源：

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | 2016年 / E99D卷 / 06期

关键词：

object tracking; compressive sensing; patches matching; feature extraction;

D O I：

10.1587/transinf.2015EDL8235

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Object tracking is one of the fundamental problems in computer vision. However, there is still a need to improve the overall capability in various tracking circumstances. In this letter, a patches-collaborative compressive tracking (PCCT) algorithm is presented. Experiments on various challenging benchmark sequences demonstrate that the proposed algorithm performs favorably against several state-of-the-art algorithms.

引用

页码：1720 / 1723

页数：4

共 15 条

[1]

Adam A., 2006, IEEE C COMPUTER VISI, V1, P798, DOI [DOI 10.1109/CVPR.2006.256, 10.1109/CVPR.2006.256]

[2] Multiscale and local search methods for real time region tracking with particle filters: local search driven by adaptive scale estimation on GPUs [J].

Cabido, Raul ;

Montemayor, Antonio S. ;

Jose Pantrigo, Juan ;

Payne, Bryson R. .

MACHINE VISION AND APPLICATIONS, 2009, 21 (01) :43-58

[3] Decoding by linear programming [J].

Candes, EJ ;

Tao, T .

IEEE TRANSACTIONS ON INFORMATION THEORY, 2005, 51 (12) :4203-4215

[4]

Collins R., 2009, P 12 IEEE INT WORKSH, P17

[5]

Fuhr G., 2012, 2012 XXV SIBGRAPI - Conference on Graphics, Patterns and Images (SIBGRAPI 2012), P166, DOI 10.1109/SIBGRAPI.2012.31

[6]

Grabner H, 2008, LECT NOTES COMPUT SC, V5302, P234, DOI 10.1007/978-3-540-88682-2_19

[7]

Kwon J, 2011, IEEE I CONF COMP VIS, P1195, DOI 10.1109/ICCV.2011.6126369

[8] Visual Tracking Decomposition [J].

Kwon, Junseok ;

Lee, Kyoung Mu .

2010 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2010, :1269-1276

[9]

Lucas Bruce D., ITERATIVE IMAGE REGI, P674

[10]

Oron S, 2012, PROC CVPR IEEE, P1940, DOI 10.1109/CVPR.2012.6247895

← 1 2 →