Multimodal background model with noise and shadow suppression for moving object detection

Journal of Southeast University (English Edition)

Volumn 20, Issue 4, 2004, Pages 423-426

  Mao, Yanfen ^a   Shi, Pengfei ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Background model; Hue max min diff (HMMD) color space; Kernel density estimation; Shadow suppression; Video surveillance

Indexed keywords

GAUSSIAN NOISE (ELECTRONIC); IMAGE SEGMENTATION; SPACE SURVEILLANCE; TRACKING (POSITION); TRAFFIC CONTROL; VIDEO CAMERAS;

BACKGROUND MODEL; HUE MAX MIN DIFF COLOR SPACE; KERNEL DENSITY ESTIMATION; MOVING OBJECT DETECTION; NOISE REMOVAL; SHADOW SUPPRESSION; TRAFFIC SURVEILLANCE APPLICATION; VIDEO SURVEILLANCE;

MONITORING;

EID: 13444270492     PISSN: 10037985     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. McKenna S J, Jabri S, Duric Z, et al. Tracking groups of people[J]. Computer Vision and Image Understanding, 2000, 80(1): 42-56.
2. Rittscher J, Kato J, Joga S, et al. A probabilistic background model for tracking[A]. In: Proceedings of the 6th European Conference on Computer Vision[C]. Dublin, Ireland, 2000. 336-350.
3. Wren C, Pentland A. Pfinder: real-time tracking of the human body[J]. IEEE Transaction on Pattern Analysis and Machine Intelligence, 1997, 19(7): 780-785.
4. Friedman N, Russell S. Image segmentation in video sequences: a probabilistic approach[A]. In: Proceedings of the 13th Conference on Uncertainty in Artificial Intelligence[C]. San Francisco, CA: Morgan Kaufmann Publishers, 1997. 175-181.
5. Stauffer C, Grimson W E L. Learning patterns of activity using real-time tracking[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(8): 747-151.
6. Haritaoglu I, Harwood D, Davis L S. W4: real-time surveillance of people and their activities[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(8): 809-830.
7. Toyama K, Krumm J, Brumitt B, et al. Wallflower: principles and practice of background maintenance[A]. In: Proceedings of International Conference on Computer Vision[C]. Kerkyra, Greece, 1999. 255-261.
8. Elgammal A, Harwood D, Davis L S. Non-parametric model for background subtraction[A]. In: Proceedings of the 6th European Conference on Computer Vision[C]. Dublin, Ireland, 2000. 751-767.
9. Manjunath B S, Ohm J R, Vasudevan V V, et al. Color and texture descriptors[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2001, 11(6): 703-715.
10. Prati A, Cucchiara R, Mikic I, et al. Analysis and detection of shadows in video streams: a comparative evaluation[A]. In: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition[C]. Kauai, Hawaii, 2001. 571-576.