Type-2 fuzzy mixture of gaussians model: Application to background modeling

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5358 LNCS, Issue PART 1, 2008, Pages 772-781

  Baf, Fida El ^a   Bouwmans, Thierry ^a   Vachon, Bertrand ^a  

^a UNIVERSITÉ DE LA ROCHELLE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BACKGROUND MODELING; BACKGROUND SUBTRACTION METHOD; CURRENT FRAME; DYNAMIC CHANGES; FOREGROUND DETECTION; ILLUMINATION CHANGES; MIXTURE OF GAUSSIANS; MOVING OBJECTS; STATIC CAMERAS; TRAINING SEQUENCES;

CAMERAS; COMPUTER SCIENCE; DETECTOR CIRCUITS; INDUCTIVELY COUPLED PLASMA; MIXTURES; MODELS;

JITTER;

EID: 68649118096     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-89639-5_74     Document Type: Conference Paper

References (23)

1. Stauffer, C.: Adaptive background mixture models for real-time tracking. Computer Vision and Pattern Recognition 1, 246-252 (1999)
2. Cheung, S., Kamath, C.: Robust background subtraction with foreground validation for urban traffic video. In: EURASIP 2005 (2005)
3. Carranza, J., Theobalt, C., Magnor, M., Seidel, H.: Free-viewpoint video of human actors. ACM Transactions on Graphics 22, 569-577 (2003)
4. Mikic, I., Trivedi, M., Hunter, E., Cosman, P.: Human body model acquisition and tracking using voxel data. International Journal of Computer Vision 1, 199-223 (2003)
5. Horprasert, T., Haritaoglu, I., Wren, C., Harwood, D., Davis, L., Pentland, A.: Real-time 3d motion capture. In: Workshop on Perceptual User Interfaces (PUI 1998), vol. 1, pp. 87-90 (1998)
6. El Baf, F., Bouwmans, T., Vachon, B.: Comparison of background subtraction methods for a multimedia learning space. In: SIGMAP 2007 (2007)
7. Piccardi, M.: Background subtraction techniques: a review. In: SMC 2004, vol. 1, pp. 3199-3104 (2004)
8. Elhabian, S., El-Sayed, K., Ahmed, S.: Moving object detection in spatial domain using background removal techniques. Recent Patents on Computer Science 1, 32-54 (2008)
9. Lee, B., Hedley, M.: Background estimation for video surveillance. In: IVCNZ 2002, vol. 1, pp. 315-320 (2002)
10. McFarlane, N., Schofield, C.: Segmentation and tracking of piglets in images. In: BMVA 1995, vol. 1, pp. 187-193 (1995)
11. Zheng, J., Wang, Y., Nihan, N., Hallenbeck, E.: Extracting roadway background image: A mode based approach. Journal of Transportation Research Report 1, 82-88 (2006)
12. Wren, C., Azarbayejani, A., Darrell, T., Pentland, A.: Pfinder: Real-time tracking of the human body. In: PAMI 1997, vol. 19, pp. 780-785 (1997)
13. Elgammal, A., Harwood, D., Davis, L.: Non-parametric model for background subtraction. In: Vernon, D. (ed.) ECCV 2000. LNCS, vol. 1842, pp. 751-767. Springer, Heidelberg (2000)
14. Sigari, M., Mozayani, N., Pourreza, H.: Fuzzy running average and fuzzy background subtraction: Concepts and application. International Journal of Computer Science and Network Security 8, 138-143 (2008)
15. El Baf, F., Bouwmans, T., Vachon, B.: Fuzzy integral for moving object detection. In: IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2008 (2008)
16. Toyama, K., Krumm, J., Brumitt, B., Meyers, B.: Wallflower: Principles and practice of background maintenance. In: ICCV 1999 (1999)
17. Messelodi, S., Modena, C., Segata, N., Zanin, M.: A kalman filter based background updating algorithm robust to sharp illumination changes. In: Roli, F., Vitulano, S. (eds.) ICIAP 2005. LNCS, vol. 3617, pp. 163-170. Springer, Heidelberg (2005)
18. Chang, R., Ghandi, T., Trivedi, M.: Vision modules for a multi sensory bridge monitoring approach. In: ITSC 2004, vol. 1, pp. 971-976 (2004)
19. Zeng, J., Xie, L., Liu, Z.: Type-2 fuzzy gaussian mixture models Pattern Recognition (June 13, 2008)
20. Greiffenhagen, M., Ramesh, V., Niemann, H.: The systematic design and analysis cycle of a vision system: A case study in video surveillance. In: IEEE CVPR 2001, vol. 2, p. 704 (2001)
21. http://www.cvg.rdg.ac.uk/PETS2006/data.html
22. http://www.cs.ucf.edu/yaser/backgroundsub.htm
23. http://perception.i2r.astar.edu.sg/bk-model/bk-index.html