Robust abandoned object detection using dual foregrounds

Eurasip Journal on Advances in Signal Processing

Volumn 2008, Issue , 2008, Pages

  Porikli, Fatih ^a   Ivanov, Yuri ^a   Haga, Tetsuji ^b  

^a MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

^b MITSUBISHI ELECTRIC CORPORATION   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN DISTRIBUTION; PIXELS; ROBUST CONTROL; STATIC ANALYSIS; TRACKING (POSITION);

GAUSSIAN MODELS; IMAGING CONDITIONS; OBJECT DETECTION; STATIC IMAGE REGIONS;

OBJECT RECOGNITION;

EID: 36949010593     PISSN: 16876172     EISSN: 16876180     Source Type: Journal    
DOI: 10.1155/2008/197875     Document Type: Article

References (16)

1. J. D. Courtney, "Automatic video indexing via object motion analysis," Pattern Recognition, vol. 30, no. 4, pp. 607-625, 1997.
2. S. Velastin and A. Davies, "Intelligent CCTV surveillance: advances and limitations," in Proceedings of the 5th International Conference on Methods and Techniques in Behavioral Research, Wageningen, The Netherlands, August-September 2005.
3. A. E. Cetin, M. B. Akhan, B. U. Toreyin, and A. Aksay, "Characterization of motion of moving objects in video," US patent no. 20040223652, 2004.
4. H. Grabner and H. Bischof, "On-line boosting and vision," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '06), vol. 1, pp. 260-267, New York, NY, USA, June 2006.
5. E. Auvinet, E. Grossmann, C. Rougier, M. Dahmane, and J. Meunier, "Left-luggage detection using homographies and simple heuristics," in Proceedings of the 9th IEEE International Workshop on Performance Evaluation in Tracking and Surveillance (PETS '06), pp. 51-58, New York, NY, USA, June 2006.
6. J. Martínez-del-Rincón, J. E. Herrero-Jaraba, J. R. Gómez, and C. Orrite-Uruñuela, "Automatic left luggage detection and tracking using multi-camera UKF," in Proceedings of the 9th IEEE International Workshop on Performance Evaluation in Tracking and Surveillance (PETS '06), pp. 59-66, New York, NY, USA, June 2006.
7. N. Krahnstoever, P. Tu, T. Sebastian, A. Perera, and R. Collins, "Multi-view detection and tracking of travelers and luggage in mass transit environments," in Proceedings of the 9th IEEE International Workshop on Performance Evaluation in Tracking and Surveillance (PETS '06), pp. 67-74, New York, NY, USA, June 2006.
8. F. Lv, X. Song, B. Wu, V. K. Singh, and R. Nevatk, "Left luggage detection using bayesian inference," in Proceedings of the 9th IEEE International Workshop on Performance Evaluation in Tracking and Surveillance (PETS '06), pp. 83-90, New York, NY, USA, June 2006.
9. K. Smith, P. Quelhas, and D. Gatica-Perez, "Detecting abandoned luggage items in a public space," in Proceedings of the 9th IEEE International Workshop on Performance Evaluation in Tracking and Surveillance (PETS '06), pp. 75-82, New York, NY, USA, June 2006.
10. S. Guler and M. K. Farrow, "Abandoned object detection in crowded places," in Proceedings of the 9th IEEE International Workshop on Performance Evaluation in Tracking and Surveillance (PETS '06), pp. 99-106, New York, NY, USA, June 2006.
11. C. Stauffer and W. E. L. Grimson, "Adaptive background mixture models for real-time tracking," in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '99), vol. 2, pp. 246-252, Fort Collins, Colo, USA, June 1999.
12. F. Porikli and O. Tuzel, "Bayesian background modeling for foreground detection," in Proceedings of the 3rd ACM International Workshop on Video Surveillance & Sensor Networks (VSSN '05), pp. 55-58, Singapore, November 2005.
13. K. Toyama, J. Krumm, B. Brumitt, and B. Meyers, "Wallflower: principles and practice of background maintenance," in Proceedings of the 17th IEEE International Conference on Computer Vision (ICCV '99), vol. 1, pp. 255-261, Kerkyra, Greece, September 1999.
14. O. Javed, K. Shafique, and M. Shah, "A hierarchical approach to robust background subtraction using color and gradient information," in Proceedings of the Workshop on Motion and Video Computing (MOTION '02), pp. 22-27, Orlando, Fla, USA, December 2002.
15. A. Mittal and N. Paragios, "Motion-based background subtraction using adaptive kernel density estimation," in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '04), vol. 2, pp. 302-309, Washington, DC, USA, June-July 2004.
16. A. Elgammal, D. Harwood, and L. Davis, "Non-parametric model for background subtraction," in Proceedings of the 6th European Conference on Computer Vision-Part II (ECCV '00), vol. 2, pp. 751-767, Dublin, Ireland, June-July 2000.