Robust tracking based on PSO and on-line AdaBoost

IIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing

Volumn , Issue , 2009, Pages 690-693

  Huchuan, Lu ^a   Wenling, Zhang ^a   Fan, Yang ^a   Xiaojing, Wang ^b  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

^b DONGBEI UNIVERSITY OF FINANCE AND ECONOMICS   (China)

Author keywords

On line AdaBoost; PSO; RGB features; Robust tracking

Indexed keywords

ADABOOST; ADABOOST ALGORITHM; BACKGROUND CLUTTER; EXTRINSIC FACTORS; FITNESS FUNCTIONS; IN-PLANE; PLANE ROTATIONS; ROBUST TRACKING; TRACKING SYSTEM;

FUNCTION EVALUATION; MULTIMEDIA SIGNAL PROCESSING; SIGNAL PROCESSING;

ADAPTIVE BOOSTING;

EID: 73649133614     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IIH-MSP.2009.37     Document Type: Conference Paper

References (14)

1. P. Viola, M. J. Jones, and D. Snow, "Detecting pedestrians using patterns of motion and appearance," in ICCV, vol. 2, 2003, pp. 734-741.
2. G. R. Bradski, "Computer vision face tracking for use in a perceptual user interface," Intel Technology Journal, 1998.
3. S. Avidan, "Support vector tracking," PAMI, vol. 2, pp. 1064-1072, 2004.
4. S.Avidan, "Ensemble tracking," in CVPR, vol. 2, 2005, pp. 494-501.
5. O. Williams, A. Blake, and R. Cipolla, "Sparse bayesian learning for efficient visual tracking," PAMI, vol. 27, pp. 1292-1304, 2005.
6. I. Matthews, T. Ishikawa, and S. Baker., "The template update problem," PAMI, vol. 26, pp. 810-815, 2004.
7. R. Eberhart and J. Kennedy, "A new optimizer using particles swarm theory," in Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, 1995, pp. 39-43.
8. Y. H. Shi and R. C. Eberhart, "Parameter selection in particle swarm optimization," in the 7th Annual Conference on Evolutionary Programming, San Diego,USA, 1998.
9. R. Eberhart and Y. Shi, "Comparison between genetic algorithms and particle swarm optimization," in the 7th Annual Conference on Evolutionary Programming, 1998.
10. P. Angeline, "Evolutionary optimization versus particle swarm optimization: Philosophy and performance difference," in the 7th Annual Conference on Evolutionary Programming, San Diego, USA, 1998.
11. Y. Zheng and Y. Meng, "Adaptive object tracking using particle swarm optimization," in Proceedings of the 2007 IEEE International Symposium on Computational Intelligence in Robotics and Automation, FL, USA, 2007.
12. H. Grabner and H. Bischof, "On-line boosting and vision," in CVPR, 2006, pp. 260-267.
13. R. C. Eberhart and Y. Shi, "Particle swarm optimization: Developments, applications and resource," vol. 1, 2001, pp. 81-86.
14. D. Comaniciu and P. Meer, "Mean shift analysis and applications," in ICCV, vol. 2, 1999, pp. 1197-1203.