Abandoned objects detection using double illumination invariant foreground masks

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 436-439

  Li, Xuli ^a   Zhang, Chao ^a   Zhang, Duo ^a,b  

^a Peking University   (China)

^b Beijing Guotie Huachen Communication and Information Technology Company   (China)

Author keywords

Double GMM; HOG; RRF; SVM

Indexed keywords

DATA SETS; DESCRIPTORS; DOUBLE GMM; DOUBLE ILLUMINATION; DYNAMIC BACKGROUND; GAUSSIAN MIXTURE MODEL; HOG; ILLUMINATION CHANGES; LINEAR SVM; LOW QUALITIES; OBJECTS DETECTION; RADIAL REACH FILTER; RGB COLOR SPACE; ROBUST METHODS; RRF; SURVEILLANCE VIDEO; SVM; VIDEO SURVEILLANCE SYSTEMS;

PATTERN RECOGNITION;

SECURITY SYSTEMS;

EID: 78149478368     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.115     Document Type: Conference Paper

References (16)

1. J. M. del Rincón, J. Herrero-Jaraba, J. R. Gómez, and C. Orrite-Uruuela, "Automatic left luggage detection and tracking using multi-camera ukf," in 9th PETS, CVPR, 2006, pp. 59-66.
2. N.Krahnstoever, P.Tu, T.Sebastian, A.Perera, and R.Collins, "Mutli-view detection and tracking of travelers and luggage in mass transit environments," in 9th PETS, CVPR, 2006, pp. 67-74.
3. S. Cheng, X. Luo, and S. M.Bhandarkar, "A multiscale parametric background model for stationary foreground object detection," in IEEE Workshop on Motion and Video Computing, 2007.
4. F. Porikli, Y. Ivanov, and T. Haga, "Robust abandoned object detection using dual foregrounds," in EURASIP Journal on Advances in Signal Processing, 2008.
5. R. Miezianko and D. Pokrajac, "Detecting and recognizing abandoned objects in crowded environments," in Proc. of Computer Vision System, 2008, pp. 241-250.
6. C.-Y. Lin and W.-H. Wang, "An abandoned objects management system based on the gaussian mixture model," in International Conference on Convergence and Hybrid Information Technology, 2008.
7. M. D. Beynon, D. J. V. Hook, M. Seibert, A. Peacock, and D. Dudgeon, "Detecting abandoned packages in a multicamera video surveillance system," in IEEE Conference on Advanced Video and Signal Based Surveillance, 2003, pp. 221-228.
8. R. Cutler and L. S. Davis, "Robust real-time periodic motion detection, analysis, and application," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 6, AUGUST 2000.
9. L. M. Brown, "View independent vehicle/person classification," in Proc. of ACM 2nd Interna-tional Workshop on Video Surveillance & Sensor Networks, New York, USA, 2004, pp. 114-123.
10. C. Stauffer and W. Grimson, "Adaptive background mixture models for real-time tracking," in CVPR, vol. 2, 1999, pp. 246-252.
11. Y. Satoh, S. Kaneko, Y. Niwa, and K. Yamamoto, "Robust object detection using a radial reach filter(rrf)," Systems and Computers in Japan, vol. 35, no. 10, pp. 63-73, 2004.
12. N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection," in In Proceeding of the Conference on Computer Vision and Pattern Recognition, 2005.
13. "Inria person datasets." [Online]. Available: http://lear.inrialpes.fr/data
14. "A library for support vector machines(libsvm)." [Online]. Available: http://www.csie.ntu.edu.tw/cjlin/libsvm/
15. "Pets 2006 benchmark datasets." [Online]. Available: http://pets2006.net/
16. "Pets 2007 benchmark datasets." [Online]. Available: http://pets2007.net/