Pedestrian tracking across panning camera network

16th ITS World Congress

Volumn , Issue , 2009, Pages

  Hyodo, Yasuhide ^a   Fujimura, Kaichi ^a   Yuasa, Shinya ^b   Naito, Takeshi ^b   Kamijo, Shunsuke ^a  

^a UNIVERSITY OF TOKYO   (Japan)

^b OMRON CORPORATION   (Japan)

Author keywords

Occlusion; Panning camera; Pedestrian tracking; The S T MRF model; Video surveillance

Indexed keywords

ALGORITHMS; CAMERAS; IMAGE SEGMENTATION; INTELLIGENT SYSTEMS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; PATTERN RECOGNITION; SECURITY SYSTEMS; TRACKING (POSITION); TRAFFIC CONTROL;

MATCHING ALGORITHM; MRF MODELS; OCCLUSION; OVERLAPPING IMAGES; PATTERN RECOGNITION METHOD; PEDESTRIAN TRACKING; TRACKING ALGORITHM; VIDEO SURVEILLANCE;

IMAGE MATCHING;

EID: 84954538595     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Haritaoglu, I., Harwood, D., Davis, L.S., "W4: real-time surveillance of people and theiractivities," PAMI, IEEE Trans, Vol. 22 No. 8, Aug 2000, pp. 809-830.
2. N Paragios, R Deriche, "Geodesic active contours and level sets for the detection and tracking of moving objects," PAMI, IEEE Transactions on, Vol. 22 No. 3, March 2000, pp. 266-280.
3. D. Comaniciu, V Ramesh, P Meer, "Real-time tracking of non-rigid objects using mean shift," IEEE Computer Society Conference on CVPR, 2000.
4. D. Comaniciu, V Ramesh, P Meer, "Kernel based object Tracking," PAMI, IEEE Trans, Vol. 25 No. 5, pp. 564-577, May 2003.
5. T. Darrell, G. Gordon, M. Harville, J. Woodfill, "Integrated person tracking using stereo, color, and pettern detection," Int'l J, Computer Vision, 37(2):175-185, June 2000.
6. Sohaib Khan, Mubarak Shah, "Consistent Labeling of Tracked Objects in Multiple Cameras with Overlapping Fields of View," PAMI, IEEE Trans., Vol 25 No. 10, Oct 2003.
7. Q. Cai and J.K. Aggarwal, "Tracking Human Motion in Structured Environments Using a Distributed Camera System," IEEE Trans. PAMI, Vol. 21 no. 11, Nov. 1999, pp. 1241-1247.
8. S. Kamijo, M. Sakauchi, "Simultaneous Tracking of Pedestrians and Vehicles in Cluttered Images at Intersections," 10th World Congress on ITS, Madrid, November. 2003, CD-ROM.
9. M. Kass, A. Witikin, D. Terzopoulos, "Snakes: Active Contour Models," Proc. of 1st ICCV, pp. 259-268, 1987.
10. Sakaguchi and Okayama, "Snakes with area term," Spring Confernce of IEICE Japan, D-555, 1991.
11. N. Dalal and B. Triggs, "Histograms of Oriented Gradients for Human Detection", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2005.
12. M. Bertozzi, A. Broggi, M. DelRose, M. Felisa, A. Rakotomamonjy, F. Suard, "A Pedestrian Detector Using Histograms of Oriented Gradients and a Support Vector Machine Classifier", Intelligent Transportation Systems Conference (ITSC), IEEE, 2007.
13. C. Wang, J. Lien, "AdaBoost Learning for Human Detection Based on Histograms of Oriented Gradients", ACCV 2007, Part I, LNCS 4843, pp. 885-895, Springer, Heidelberg, 2007.
14. S. KAMIJO, T. NISHIDA, M. SAKAUCHI, "Occlusion Robust and Illumination Invariant Vehicle Tracking for Acquiring Detailed Statistics from Traffic Images," IEICE Trans. Inf. & Syst., Vol. E85-D, no. 11, pp. 1753-1766, November, 2002,