Shadow detection for moving objects based on texture analysis

Pattern Recognition

Volumn 40, Issue 4, 2007, Pages 1222-1233

  Leone, A ^a   Distante, C ^a  

^a CNR   (Italy)

Author keywords

Frame theory; Gabor dictionaries; Shadow detection; Texture analysis; Visual surveillance

Indexed keywords

ALGORITHMS; BENCHMARKING; IMAGE SEGMENTATION; LIGHTING; PHOTOMETRY; TEXTURES;

FRAME THEORY; GABOR DICTIONARIES; SHADOW DETECTION; TEXTURE ANALYSIS; VISUAL SURVEILLANCE;

PATTERN RECOGNITION;

EID: 33845425897     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2006.09.017     Document Type: Article

References (20)

1. P.L. Rosin, T. Ellis, Image difference threshold strategies and shadow detection, in: Proceedings of the Sixth British Machine Vision Conference, Birmingham, UK, July 1995, pp. 347-356.
2. G. Attolico, P. Spagnolo, A. Branca, A. Distante, Fast background modeling and shadow removing for outdoor surveillance, in: Proceedings of the Third IASTED International Conference VIIP, Malaga, Spain, September 2002, pp. 668-671.
3. G.D. Finlayson, S.D. Hordley, M.S. Drew, Removing shadows from images, in: Proceedings of the Seventh European Conference on Computer Vision-Part IV, Copenaghen, Denmark, May 2002, pp. 823-836.
4. Bevilacqua A. Effective shadow detection in traffic monitoring applications. J. WSCG 11 1 (2003) 57-64
5. T. Horprasert, D. Harwood, L. Davis, A statistical approach for real-time robust background subtraction and shadow detection, in: Proceedings of the Seventh IEEE ICCV Frame-rate Workshop, Corfu, GK, September 1999, pp. 1-19.
6. P. Kaewtrakulpong, R. Bowden, An improved adaptive background mixture model for real-time tracking with shadow detection, in: Proceedings of the Second European Workshop on Advanced Video Based Surveillance Systems, Kingston, UK, September 2001, pp. 149-158.
7. R. Cucchiara, C. Grana, M. Piccardi, A. Prati, S. Sirotti, Improving shadow suppression in moving object detection with HSV color information, in: Proceedings of the Fourth International IEEE Conference on Intelligent Transportation Systems, Oaklan, CA, USA, August 2001, pp. 334-339.
8. Cucchiara R., Grana C., Piccardi M., and Prati A. Detecting moving objects, ghosts and shadows in video streams. IEEE Trans. Pattern Anal. Mach. 25 10 (2003) 1337-1342
9. Zao T., and Nevatia R. Tracking multiple humans in complex situations. IEEE Trans. Pattern Anal. Mach. 26 9 (2004) 1208-1221
10. C. Jiang, M.O. Ward, Shadow identification, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Champaign, IL, June 1992, pp. 606-612.
11. A. Cavallaro, E. Salvador, T. Ebrahimi, Detecting shadows in image sequences, in: Proceedings of the First European Conference on Visual Media Production, London, UK, March 2004, pp. 15-16.
12. Stauder J., Mech R., and Ostermann J. Detection of moving cast shadows for object segmentation. IEEE Trans. Multimedia 1 1 (1999) 65-76
13. Hsieh J.W., Hu W.F., Chang C.J., and Chen Y.S. Shadow elimination for effective moving object detection by gaussian shadow modeling. Image Vision Comput. 21 6 (2003) 505-516
14. S. Nadimi, B. Bhanu, Moving shadow detection using a physics-based approach, in: Proceedings of the 16th IEEE International Conference on Pattern Recognition, Quebec City, Canada, August 2002, pp. 701-704.
15. Prati A., Mikic I., Trivedi M., and Cucchiara R. Detecting moving shadows: algorithm and evaluation. IEEE Trans. Pattern Anal. Mach. 25 3 (2003) 918-923
16. R. Collins, A. Lipton, T. Kanade, H. Fuyiyoshi, D. Duggins, Y. Tsin, D. Tolliver, N. Enomoto, O. Hasegawa, A system for video surveillance and monitoring, Technical Report CMU-RI-TR-00-12, Robotics Institute, Carnegie Mellon University, May 2000.
17. A. Branca, P. Spagnolo, G. Attolico, A. Distante, Human motion tracking in outdoor environment, in: Proceedings of the Seventh International Conference on Control, Automation, Robotics and Vision, Singapore, December 2002, pp. 1585-1590.
18. F. Bergeaud, S. Mallat, Matching pursuit of images, in: Proceedings of the IEEE International Conference on Image Processing, vol. 1, Washington, DC, USA, October 1995, pp. 53-56.
19. Phillips P.J. The design of matching pursuit filters. Comput. Neural Networks 9 1 (1998) 1-17
20. Jain A.K., and Karu K. Learning texture discrimination masks. IEEE Trans. Pattern Anal. Mach. 18 2 (1996) 195-205