Real-Time Tracking Using Trust-Region Methods

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 26, Issue 3, 2004, Pages 397-402

  Liu, Tyng Luh ^a   Chen, Hwann Tzong ^a  

^a INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

Author keywords

Iterative optimization; Tracking; Trust region methods; Vision

Indexed keywords

ALGORITHMS; COLOR; FUNCTIONS; ITERATIVE METHODS; MATHEMATICAL MODELS; OPTIMIZATION; PROBABILITY DISTRIBUTIONS; PROBLEM SOLVING; VECTORS;

ITERATIVE OPTIMIZATION; REAL-TIME TRACKING; TRUST-REGION METHODS;

VISION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER GRAPHICS; EVALUATION; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION RETRIEVAL; MATHEMATICAL COMPUTING; METHODOLOGY; MOVEMENT (PHYSIOLOGY); PHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; STATISTICAL MODEL; VALIDATION STUDY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER GRAPHICS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; MODELS, STATISTICAL; MOVEMENT; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 1342345774     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2004.1262335     Document Type: Article

References (18)

1. S. Avidan, "Support Vector Tracking," Proc. Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 184-191, 2001.
2. S.T. Birchfield, "Elliptical Head Tracking Using Intensity Gradients and Color Histograms," Proc. Conf. Computer Vision and Pattern Recognition, pp. 232-237, 1998.
3. G.R. Bradski, "Computer Vision Face Tracking for Use in a Perceptual User Interface," Intel Technology J., 1998.
4. H.T. Chen and T.L. Liu, "Trust-Region Methods for Real-Time Tracking," Proc. Eighth IEEE Int'l Conf. Computer Vision, vol. 2, pp. 717-722, 2001.
5. D. Comaniciu, V. Ramesh, and P. Meer, "Real-Time Tracking of Non-Rigid Objects Using Mean Shift," Proc. Conf. Computer Vision and Pattern Recognition, vol. 2, pp. 142-149, 2000.
6. A.R. Conn, N.I.M. Gould, and P.L. Toint, Trust-Region Methods. SIAM, 2000.
7. D. Freedman and M.S. Brandstein, "Contour Tracking in Clutter: A Subset Approach," Int'l J. Computer Vision, vol. 38, no. 2, pp. 173-186, July 2000.
8. D. Freedman and M.S. Brandstein, "Provably Fast Algorithms for Contour Tracking," Proc. Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 139-144, 2000.
9. D. Gavrila and V. Philomin, "Real-Time Object Detection for Smart Vehicles," Proc. Seventh IEEE Int'l Conf. Computer Vision, pp. 87-93, 1999.
10. Intel Corporation, Intel Image Processing Library Reference Manual, Document Number 663791-005, 2000.
11. M. Isard and A. Blake, "Contour Tracking by Stochastic Propagation of Conditional Density," Proc. Fourth European Conf. Computer Vision, vol. 1, pp. 343-356, 1996.
12. M. Jagersand, O. Fuentes, and R.C. Nelson, "Experimental Evaluation of Uncalibrated Visual Servoing for Precision Manipulation," Proc. 1997 Int'l Conf. Robotics and Automation, 1997.
13. T.Q. Phong, R. Horaud, A. Yassine, and P.D. Tao, "Object Pose from 2-D to 3-D Point and Line Correspondences," Int'l J. Computer Vision, vol. 15, no. 3, pp. 225-243, July 1995.
14. C. Rasmussen and G.D. Hager, "Probabilistic Data Association Methods for Tracking Complex Visual Objects," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 6, pp. 560-576, June 2001.
15. H. Sidenbladh and M.J. Black, "Learning Image Statistics for Bayesian Tracking," Proc. Eighth IEEE Int'l Conf. Computer Vision, vol. 2, pp. 709-716, 2001.
16. C. Sminchisescu and B. Triggs, "Covariance Scaled Sampling for Monocular 3D Body Tracking," Proc. Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 447-454, 2001.
17. K. Toyama and A. Blake, "Probabilistic Tracking in a Metric Space," Proc. Eighth IEEE Int'l Conf. Computer Vision, vol. 2, pp. 50-57, 2001.
18. V. Wu and T.S. Huang, "A Co-Inference Approach to Robust Visual Tracking," Proc. Eighth IEEE Int'l Conf. Computer Vision, vol. 2, pp. 26-33, 2001.