Pedestrian detection for mobile bus surveillance

2008 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008

Volumn , Issue , 2008, Pages 726-732

  Leoputra, Wilson S ^a   Venkatesh, Svetha ^a   Tan, Tele ^a  

^a CURTIN UNIVERSITY   (Australia)

Author keywords

Hierarchical Template Matching; Homography; Non Parametric Background Modeling; Scene Localization

Indexed keywords

BACKGROUND MODELS; BACKGROUND SEPARATIONS; DETECTION FRAMEWORKS; HIERARCHICAL TEMPLATE MATCHING; HOMOGRAPHY; IMAGE CLUSTERS; KERNEL DENSITY ESTIMATIONS; NON-PARAMETRIC BACKGROUND MODELING; PEDESTRIAN DETECTIONS; SCENE LOCALIZATION; STRUCTURAL SIMILARITIES; SURVEILLANCE CAMERAS; TWO STAGES; VIDEO DATASETS; VIDEO DATUM;

BUSES; LIGHTING; ROBOTICS; SECURITY SYSTEMS; TEMPLATE MATCHING; VIDEO RECORDING;

COMPUTER VISION;

EID: 64549157550     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICARCV.2008.4795607     Document Type: Conference Paper

References (17)

1. S. Greenhill and S. Venkatesh, "Virtual observers in a mobile surveillance system," in ACM MULTIMEDIA. New York, NY, USA: ACM, 2006, pp. 579-588.
2. C. Stauffer and W. E. L. Grimson., "Learning Patterns of Activity Using Real-Time Tracking," IEEE Trans. on PAMI, vol. 8, no. 22, pp. 747-757, Aug 2000.
3. O. Javed, K. Shafique, and M. Shah, "A Hierarchical Approach to Robust Background Subtraction using Color and Gradient Information," in MOTION' 2002, Washington, DC, USA, 2002, p. 22.
4. Z. Hou and C. Han, "A background reconstruction algorithm based on pixel intensity classification in remote video surveillance system," in ICIF, 2004.
5. W. Pan, K. Wu, Z. Chai, and Z.-S. You, "A background reconstruction method based on double-background," in ICIG '07, Washington, DC, USA, 2007, pp. 502-507.
6. C. Papageorgiou and T. Poggio, "Trainable Pedestrian Detection," in ICIP, 1999, pp. IV:35-39.
7. N. Dalal and B. Triggs, "Histograms of Oriented Gradients for Human Detection," in ICCV' 2005, vol. 2, INRIA Rhône-Alpes, ZIRST-655, av. de l'Europe, Montbonnot-38334, June 2005, pp. 886-893.
8. A. M. Elgammal, D. Harwood, and L. S. Davis, "Non-parametric Model for Background Subtraction," in ECCV. London, UK: Springer-Verlag, 2000, pp. 751-767.
9. P. Noriega and O. Bernier, "Real time illumination invariant background subtraction using local kernel histograms," in BMVC '06, 2006, p. III:979.
10. Zhe Lin, Larry S. Davis, and David Doermann, "Hierarchical PartTemplate Matching for Human Detection and Segmentation," in ICCV'07, 2007.
11. B. Wu and R. Nevatia, "Detection of Multiple, Partially Occluded Humans in a SingleImage by Bayesian Combination of Edgelet Part Detectors." in ICCV, 2005, pp. 90-97.
12. B. Leibe, E. Seemann, and B. Schiele, "Pedestrian Detection in Crowded Scenes," in CVPR' 2005, San Diego, California, USA, June 2005, pp. 878-885.
13. B. Leibe, N. Cornelis, K. Cornelis, and L. V. Gool, "Dynamic 3d scene analysis from a moving vehicle," in CVPR, 2007.
14. R. I. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision, 2nd ed. Cambridge University Press, ISBN: 0521540518, 2004.
15. D. G. Lowe, "Distinctive Image Features from Scale-Invariant Keypoints," Int. J. Comput. Vision, vol. 60, no. 2, pp. 91-110, 2004.
16. A. Oliva and A. B. Torralba, "Modeling the shape of the scene: A holistic representation of the spatial envelope," IJCV, vol. 42, no. 3, pp. 145-175, 2001.
17. D. W. Scott, Mulivariate Density Estimation. Wiley-Interscience, 1992.