Robust abandoned object detection using region-level analysis

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2011, Pages 3597-3600

  Pan, Jiyan ^a   Fan, Quanfu ^a   Pankanti, Sharath ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

abandoned object detection; background estimation; Video surveillance

Indexed keywords

ABANDONED OBJECT DETECTIONS; BACKGROUND ESTIMATION; BACKGROUND MAINTENANCE; CONVENTIONAL APPROACH; DATA SETS; FOREGROUND OBJECT DETECTION; ILLUMINATION CHANGES; LEARNING RATES; PIXEL-LEVEL PROCESSING; REAL TIME VIDEOS; STATIC OBJECTS; VIDEO SURVEILLANCE;

ALGORITHMS; MAINTENANCE; SECURITY SYSTEMS;

OBJECT RECOGNITION;

EID: 84856294855     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2011.6116495     Document Type: Conference Paper

References (12)

1. H.H. Liao, J.Y. Chang, and L.G. Chen, "A localized approach to abandoned luggage detection with foreground-mask sampling,"in IEEE Int'l Conference on Advanced Video and Signal Based Surveillance, 2008, pp. 132-139.
2. X. Li, C. Zhang, and D. Zhang, "Abandoned objects detection using double illumination invariant foreground masks," in IEEE Int'l Conference on Pattern Recognition, 2010.
3. Y. Tian et al., "Robust detection of abandoned and removed objects in complex surveillance videos," IEEE Trans. on Systems, Man, and Cybernetics, Part C: Applications and Reviews, vol. PP(99), pp. 1-12, 2010.
4. J. Wen et al., "Generative model for abandoned object detection,"in IEEE Int'l Conference on Image Processing, 2009, pp. 853-856.
5. C. Stauffer and W.E.L. Grimson, "Adaptive background mixture models for real-time tracking," in CVPR, 1999, pp. II-2246-2252.
6. F. Porikli, Y. Ivanov, and T. Haga, "Robust abandoned object detection using dual foregrounds," in EURASIP Journal on Advances in Signal Processing, 2008.
7. Y. Tian, M. Lu, and A. Hampapur, "Robust and efficient fore-ground analysis for real-time video surveillance," in CVPR, 2005, vol. 1, pp. 1182-1187.
8. S. Ferrando et al., "A new method for real time abandoned object detection and owner tracking," in IEEE Int'l Conference on Image Processing, 2006, pp. 3329-3332.
9. J.C. San Miguel and J.M. Martinez, "Robust unattended and stolen object detection by fusing simple algorithms," in IEEE Int'l Conference on Advanced Video and Signal Based Surveillance, 2008, pp. 18-25.
10. A. Bayona et al., "Stationary foreground detection using background subtraction and temporal difference in video surveillance,"in IEEE Int'l Conference on Image Processing, 2010.
11. W. Wang and Z. Liu, "A new approach for real-time detection of abandoned and stolen objects," in IEEE Int'l Conference on Electrical and Control Engineering, 2010, pp. 128-131.
12. i-LIDS Dataset for AVSS 2007, ftp://motinas.elec.qmul.ac.uk/pub/iLids.