Volume 7 Number 9 (Sep. 2012)
Home > Archive > 2012 > Volume 7 Number 9 (Sep. 2012) >
JSW 2012 Vol.7(9): 2000-2008 ISSN: 1796-217X
doi: 10.4304/jsw.7.9.2000-2008

An Object Tracking Algorithm Based on the "Current" Statistical Model and the Multi-Feature Fusion

Jinhua Wang1 , JieCao1, 2, Di Wu1, and Yabing Yu1
1College of Electrical and Information Engineering, Lanzhou University of Technology,Lanzhou, China
2Key Laboratory of Gansu Advanced Control for Industrial Processes,Lanzhou,China

Abstract—Aimed at accurary and real-time object tracking under complex background,an object tracking algorithm based on multi feature fusion is proposed. Feature points tracking is used to reduce the match time and improve the real-time of tracking; To overcome the inaccuracy of a single feature tracking, the object model is presented by the color and texture features. For the traditional "current" statistical model in maneuvering object tracking defects, an improved algorithm which combined with adaptive kalman filter (AKF) is proposed to improve the tracking accuracy. Experimental results show that the proposed method is effective and robust under complex background, the object is similar to each other, the target was partial occlusion and when the object is maneuvering.

Index Terms—object tracking; objective model; “current” statistical model; feature points; feature fusion


Cite: Jinhua Wang, JieCao, Di Wu, and Yabing Yu, "An Object Tracking Algorithm Based on the "Current" Statistical Model and the Multi-Feature Fusion," Journal of Software vol. 7, no. 9, pp. 2000-2008, 2012.

General Information

ISSN: 1796-217X (Online)
Frequency: Monthly (2006-2019); Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
  • Dec 06, 2019 News!

    Vol 14, No 1- Vol 14, No 4 has been indexed by EI (Inspec)   [Click]

  • Apr 16, 2020 News!

    Papers published in JSW Vol 14, No 1- Vol 15 No 1 have been indexed by DBLP     [Click]

  • May 12, 2020 News!

    Vol 15, No 4 has been published with online version     [Click]

  • Aug 01, 2018 News!

    [CFP] 2020 the annual meeting of JSW Editorial Board, ICCSM 2020, will be held in Rome, Italy, July 17-19, 2020   [Click]

  • May 12, 2020 News!

    The papers published in Vol 15, No 4 have all received dois from Crossref     [Click]