A low-cost occlusion handling using a novel feature in congested traffic images

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2006, Pages 522-527

  Sadeghi, M ^a   Fathy, M ^a  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

CONGESTION CONTROL (COMMUNICATION); FEATURE EXTRACTION; IMAGE ANALYSIS; OBJECT RECOGNITION; VEHICLE LOCATING SYSTEMS;

CONGESTED TRAFFIC IMAGES; NOISY IMAGES; OCCLUSION HANDLING; VEHICLE DETECTION;

TRAFFIC CONTROL;

EID: 38149101120     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/itsc.2006.1706794     Document Type: Conference Paper

References (37)

1. Gutchess D., Trajkovics M., Cohen-Solal E., Lyons D., Jain A.K, "A background model initialization algorithm for video surveillance", in proc. IEEE ICCV 2001, Pt.1 (2001) pp. 744-740.
2. O. Javed, K. Shafique, M. Shah, "A hierarchical approach to robust background subtraction using color and gradient information", in Proc. Workshop on Motion and Video Computing, (2002) pp. 22-27.
3. R. Cuchiara, C. Grana, M. Piccardi, A. Prati," Detecting objects, shadows and ghosts in video streams by exploiting colour and motion information", Proceedings of 11th International Conference on Image Analysis and Processing ICIAP (2001)
4. H. Veeraraghavan, O. Masoud, N. Papanikolopoulos: "Computer vision algorithms for intersection monitoring", IEEE Trans. Intell. Transport. Syst. 4 (2003) pp. 78-89.
5. Y.Jung, K. Lee, Y. Ho, "Content-Based event retrieval using semantic scene interpretation for automated traffic surveillance", IEEE Trans. Intell. Transport. Syst. 2 (2001) pp. 151-163.
6. E. Memin and P. Perez, "Dense estimation and object-based segmentation of the optical flow with robust techniques," IEEE Trans. Image Process. VOL. 7, NO. 5, May 1998 pp. 703-719.
7. M. Chang, A. Tekalp, and M. Sezan, "Simultaneous motion estimation and segmentation," IEEE Trans.Image Process. VOL. 6, Sept. 1997 pp. 1326-1333.
8. J. Wang and E. Adelson, "Representing moving images with layers," IEEE Trans. Image Process. VOL.3, NO.5, Sept. 1994 pp. 625-638.
9. H. Sawhney and S. Ayer, "Compact representations of videos through dominant and multiple motion estimation," IEEE Trans. Pattern Anal. Machine Intell. VOL. 18, Aug. 1996, pp. 814-830.
10. M.Ristivojevi'c and J. Konrad , "Joint space-time motion-based video segmentation and occlusion detection using multiphase level sets" , IS&T/SPIE Symposium on Electronic Imaging, Visual Communications and Image Processing Jan. 18-22, 2004, San Jose, CA, USA
11. M. Kass, A. Witkin, and D. Terzopoulos, "Snakes: Active contour models," International Journal of Computer Vision. VOL. 1, NO. 4, January 1988, pp. 321-331.
12. J. Sethian, Level Set Methods, Cambridge University Press, 1996.
13. A.-R. Mansouri and J. Konrad, "Motion segmentation with level sets," in Proc. IEEE Int. Conf. Image Processing, VOL.2, Oct. 1999, pp. 126-130.
14. S. Jehan-Besson, M. Barlaud, and G. Aubert, "Detection and tracking of moving objects using a new level set based method," in Proc. Int. Conf. Part. Recog., pp. 1112 {1117, Sept. 2000.
15. E. Debreuve, M. Barlaud, G. Aubert, I. Laurette, and J. Darcourt, "Space-time segmentation using level set active contours applied to myocardial gated SPECT," IEEE Trans. Med. Imag. VOL.20, July 2001, pp. 643-659.
16. F. Luthon, A. Caplier, and M. Li_evin, "Spatiotemporal MRF approach with application to motion detection and lip segmentation in video sequences," Signal Process. VOL.76, 1999, pp. 61-80.
17. F.-M. Porikli and Y. Wang, "An unsupervised multiresolution object extraction algorithm using videocube," in Proc. IEEE Int. Conf. Image Processing, 2001, pp. 359-362.
18. R. El-Feghali, A. Mitiche, and A.-R. Mansouri, "Tracking as motion boundary detection in spatio-temporal space," in Int. Conf. Imaging Science, Systems, and Technology, June 2001, pp. 600-604.
19. A. Mitiche, R. El-Feghali, and A.-R. Mansouri, "Tracking moving objects as spatio-temporal boundary detection," in Proc. IEEE Southwest Symp. on Image Anal. Interp, Apr. 2002, pp. 206-110.
20. A.-R. Mansouri, A. Mitiche, and R. El-Feghali, "Spatio-temporal motion segmentation via level set partial differential equations," in Proc. IEEE Southwest Symp. on Image Anal. Interp., Apr. 2002, pp. 243-247.
21. A.-R. Mansouri and A. Mitiche, "Spatial/joint space-time motion segmentation of image sequences by level set pursuit," in Proc. IEEE Int. Conf. Image Processing, VOL.2, Sept. 2002, pp. 265-268.
22. J. Konrad and M. Ristivojevic, "Joint space-time image sequence segmentation based on volume competition and level sets," in Proc. IEEE Int. Conf Image Processing, VOL.1, Oct. 2002, pp. 573-576.
23. S. Pundlik and S. Zadgaonkar , "Vehicle boundary detection and tracking" , Dept. of Electrical and Computer Engineering, Clemson University, Dec. 2004
24. E. Nowak and F. Jurie, "Vehicle categorization: Parts for speed and accuracy", Laboratoire GRAVIR / UMR 5527 du CNRS - INRIA Rhone-Alpes - UJF - INPG , Societe Bertin - Technologies, Aix-en-Provence, 2005
25. J.Melo, A. Naftel, A. Bernardino and J. Santos-Victor, "Viewpoint independent detection of vehicle trajectories and lane geometry from uncalibrated Traffic Surveillance Cameras" , ICIAR-Int'l Conference on Image Analysis and Recognition , Porto ,Portugal, Sep.29-Oct. 1 2004
26. A. Huertas, R. Nevatia, "Detecting buildings in aerial images", Comput. Vis. Graph. Image Process. VOL.41,1988, pp. 31-152.
27. A. Yoneyama, C.H. Yeh, C.-C.J. Kuo, "Moving cast shadow elimination for robust vehicle extraction based on 2d joint vehicle/shadow models", Proc. IEEE Conf on Advanced Video and Signal Based Surveillance (A VSS 2003), July 2003, Miami, FL, USA.
28. J.M. Scanlan, D.M. Chabries, R. Christiansen, "A shadow detection and removal algorithm for 2-d images", in Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 1990, pp. 2057-2060.
29. M. Adjouadj, "Image analysis of shadows, depressions, and upright objects in the interpretation of real world scenes", in Proc. IEEE Int. Conf. on Pattern Recognition (ICPR), /986, pp. 834-838.
30. G.S.K. Fung, N.H.C. Yung, G.K.H. Pang, A.H.S. Lai, "Effective moving cast shadows detection for monocular color image sequences", in Proc. 11th Int. Conf. on Image Analysis and Processing (ICIAP), 2001, pp. 404-409.
31. S. Nadimi, B. Bhanu, "Moving shadow detection using a physics-based approach", in Proc. IEEE Int. Conf. Pattern Recognition, vol. 2, 2002, pp. 701-704.
32. R. Gershon, A.D. Jepson, J.K. Tsotsos, "Ambient illumination and the determination of material changes", Journal of the Optical Society of America A, VOL.3, NO.10, October 1986, pp. 1700-1707.
33. T. Gevers, H. Stokman, "Classifying color edges in video into shadow-geometry, highlight, or material transitions", IEEE TRANSACTIONS ON MULTIMEDIA, VOL. 5, NO. 2, JUNE 2003, pp. 237-243.
34. E. Salvador, A. Cavallaro and T. Ebrahimi, " Cast shadow segmentation using invariant color features ", Computer Vision and Image Understanding, VOL.95, NO.2, August. 2004, pp. 238-259.
35. S.A. Shafer, "Using color to separate reflection components", Color Res. Appl. VOL.10, No.4, 1985, pp. 210-218.
36. D.A. Forsyth, J. Ponce, "Computer Vision: A Modern Approach", Prentice Hall, New York, 2003.
37. A. Cavallaro, E. Salvador and T. Ebrahimi, " Shadow-aware object-based video processing", IEE Proc.-Vis. Image Signal Process., Vol. 152, No. 4, August 2005, pp. 398-406.