Pedestrian tracking across panning camera network

International Journal of Intelligent Transportation Systems Research

Volumn 8, Issue 1, 2010, Pages 10-25

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

^a INSTITUTE OF INDUSTRIAL SCIENCE   (Japan)

^b OMRON CORPORATION   (Japan)

Author keywords

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

Indexed keywords

EID: 83755230621     PISSN: None     EISSN: 18688659     Source Type: Journal    
DOI: 10.1007/s13177-009-0001-1     Document Type: Article

References (23)

1. Haritaoglu, I., Harwood, D., Davis, L.S.: "W4: real-time surveillance of people and theiractivities". PAMI, IEEE Trans 22(8), 809-830 (2000)
2. Y. Iwashita, R. Kurazume, T. Tsuji, K. Hara, T. Hasegawa, Fast Implementation of Level Set Method and Its Realtime Applications," IEEE International Conference on Systems, Man and Cybernetics 2004 (SMC'04)
3. S. Kamijo, Y. Matsushita, K. Ikeuchi, M. Sakauchi, "Occlusion Robust Vehicle Tracking utilizing Spatio-Temporal Markov Random Field Model, 7thWorld Congress on ITS, Torino, Nov. 2000.
4. S. Kamijo, K. Ikeuchi, M. Sakauchi, "Vehicle Tracking in Lowangle and Front-View Images based on Spatio-Temporal Markov Random Field Model" 8th World Congress on ITS, Sydney Oct.2001, CD-ROM.
5. D. Comaniciu, V Ramesh, P Meer, "Real-time tracking of nonrigid objects using mean shift," IEEE Computer Society Conference on CVPR, 2000
6. D. Comaniciu, V Ramesh, P Meer, " Kernel based object Tracking," PAMI, IEEE Trans, Vol.25 No.5, May 2003, pp.564-577
7. Darrell, T., Gordon, G., Harville, M., Woodfill, J.: Integrated person tracking using stereo, color, and pettern detection. Int'l J, Computer Vision 37(2), 175-185 (June 2000)
8. 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
9. 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.
10. 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
11. M. Niethammer and A. Tannenbaum, "Dynamic level sets for visual tracking," Proceedings of the Conference on Decision and Control, IEEE, Vol.5, Dec 2003, pp4883-4888
12. 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
13. M. Kass, A. Witikin, D. Terzopoulos, "Snakes: Active Contour Models," Proc. of 1st ICCV, pp.259-268, 1987
14. Sakaguchi and Okayama, "Snakes with area term," Spring Confernce of IEICE Japan, D-555, 1991
15. N. Dalal and B. Triggs, "Histograms of Oriented Gradients for Human Detection", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2005.
16. 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
17. 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
18. P. Viola, M. Jones, D. Snow, "Detecting Pedestrians Using Patterns of Motion and Appearance", International Journal of Computer Vision (IJCV), pp. 153.161, 2005
19. M. Oren, C. Papageorgiou, P. Sinha, E. Osuna, and T. Poggio, "Pedestrian Detection Using Wavelet Templates," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 193-199, 1997.
20. Haga, T., Sumi, K., Yagi, Y.: Human Tracking Using the Temporal Averaging Silhouette with an Active Camera. IEICE J88-D-II(2), 291-301 (2005)
21. S. Kamijo, M. Sakauchi, "Simultaneous Tracking of Pedestrians and Vehicles in Cluttered Images at Intersections", 10th World Congress on ITS,CD-ROM, 2003-11
22. http://cbcl.mit.edu/software-datasets/PedestrianData.html
23. http://pascal.inrialpes.fr/data/human/