Vehicle parameterization and tracking from traffic videos

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2010, Pages 105-110

  Vu, Anh ^a   Boriboonsomsin, Kanok ^a   Barth, Matthew ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Particle filter; Surveillance; Traffic flow analysis; Vehicle state estimation; Vehicle tracking

Indexed keywords

CAMERA PARAMETER; FIELD OF VIEWS; GROUND PLANES; HEIGHT STRUCTURE; HIGH RESOLUTION; PARAMETERIZED; PARTICLE FILTER; ROBUST TRACKING; SIMULATED DATA; SURVEILLANCE; SURVEILLANCE CAMERAS; TRACKING METHOD; TRACKING PROCESS; TRAFFIC FLOW; TRAFFIC MANAGEMENT SYSTEMS; TRAFFIC SURVEILLANCE; TRAFFIC VIDEOS; VEHICLE TRACKING; VEHICLE TYPES; VIDEO DATA;

CAMERAS; ESTIMATION; HIGHWAY TRAFFIC CONTROL; INTELLIGENT SYSTEMS; MONITORING; NONLINEAR FILTERING; PARAMETERIZATION; SECURITY SYSTEMS; STATE ESTIMATION; TRAFFIC SURVEYS;

VEHICLES;

EID: 78650474556     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2010.5625127     Document Type: Conference Paper

References (18)

1. Z. Kim, "Realtime Object Tracking based on Dynamic Feature Grouping with Background Subtraction," in Proc. of IEEE Computer Vision and Pattern Recognition Conference, 2008.
2. V. Alexiadis, J. Colyar, J. Halkias, R. Hranac, and G. McHale, "Next Generation Simulation Program," in ITE Journal, Aug. 2004.
3. N. Kanhere and S. Birchfield, "Real-Time Incremental Segmentation and Tracking of Vehicles at Low Camera Angles Using Stable Features," in IEEE Trans. on Intelligent Transportation Systems, Vol. 9, No. 1, Mar. 2008.
4. Z. Fan, J. Zhou, D. Gao, and G. Rong, "Robust Contour Extraction for Moving Vehicle Tracking," in Proc. of International Conference on Image Processing, 2002.
5. B. Morris and M. Trivedi, "Robust Classification and Tracking of Vehicles in Traffic Video Streams," in Proc. of IEEE Conference on Intelligent Transportation Systems, 2006.
6. F. Deboeverie, K. Teelen, P. Veelaert, and W. Philips, "Vehicle Tracking Using Geometric Features," in Lecture &otes in Computer Science: Advanced Concepts for Intelligent Vision Systems, 2009.
7. M. Haag and H.-H. Nagel, "Combination of Edge Element and Optical Flow Estimates for 3D-Model-Based Vehicle Tracking in Traffic Image Sequences," in International Journal of Computer Vision, 1999, pp. 295-319.
8. J. Lou, H. Yang, W. Hu, and T. Tan, "Visual Vehicle Tracking Using an Improved EKF," in Proc. of Asian Conference on Computer Vision, 2002.
9. V. Lepetit and P. Fua, "Monocular Model-Based 3D Tracking of Rigid Objects: A Survey," in Foundations and Trends in Computer Graphics and Vision, Vol. 1, No. 1, 2005, pp. 1-89.
10. T. Schoepflin and D. Dailey, "Dynamic Camera Calibration of Roadside Traffic Management Cameras for Vehicle Speed Estimation," in IEEE Trans. on Intelligent Transportation Systems, Vol. 4, No. 2, June 2003, pp. 90-98.
11. G. Wang, H.-T. Tsui, and Z. Hu, "Camera Calibration and 3D Reconstruction from a Single View Based on Scene Constraints," in Image and Vision Computing Journal, Vol. 23, No. 3, Mar. 2005, pp. 311-323.
12. Y.-Y. Bouguet, "Camera Calibration Toolbox for Matlab," Available: http://www.vision.caltech.edu/bouguetj/calib-doc/index.html.
13. R. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision, Cambridge University Press, Cambridge, United Kingkom, 2000.
14. T. Tan, G. Sullivan, and K. Baker, "Model-Based Localization and Recognition of Road Vehicles," in International Journal of Computer Vision, 1998.
15. A. Ottlik and H.-H. Nagel, "Initialization of Model-based Vehicle Tracking in Video Sequences of Inner-City Intersections," in International Journal of Computer Vision, 2008.
16. J. Shi and C. Tomasi, "Good Features to Track," in Proc. IEEE Conference on Computer Vision and Pattern Recognition, 1994.
17. M. Isard and A. Blake, "CONDENSATION - Conditional Density Propagation for Visual Tracking," in International Journal of Computer Vision, 1998.
18. M. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A Tutorial on Particle Filters for Online Nonlinear/Non-Gaussian Bayesian Tracking," in IEEE Trans. on Signal Processing, Vol. 50, No. 2, Feb. 2002, pp. 174-188.