Automatic crowd analysis from airborne images

RAST 2011 - Proceedings of 5th International Conference on Recent Advances in Space Technologies

Volumn , Issue , 2011, Pages 116-120

  Sirmacek, Beril ^a   Reinartz, Peter ^a  

^a GERMAN AEROSPACE CENTER DLR   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE KERNELS; AIRBORNE IMAGES; AUTOMATIC DETECTION; BEHAVIORAL DYNAMICS; COLOR COMPONENT; COLOR FEATURES; CRISIS MANAGEMENT; CROWD ANALYSIS; LOCAL FEATURE; PROBABILISTIC FRAMEWORK; PROBABILITY DENSITY FUNCTION (PDF); QUANTITATIVE MEASURES; RESEARCH FIELDS;

ACCIDENTS; ESTIMATION; LAW ENFORCEMENT; SHOPPING CENTERS;

PROBABILITY DENSITY FUNCTION;

EID: 80052127686     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RAST.2011.5966803     Document Type: Conference Paper

References (14)

1. O. Arandjelovic, "Crowd detection from still images," British Machine Vision Conference (BMVC'08), Sep. 2008.
2. A. Davies, 1. Yin, and S. Velastin, "Crowd monitoring using image processing," IEEE Electronic and Communications Engineering Journal, vol. 7 (I), pp. 37-47, 1995.
3. M. Fairchild, "Color appearance models," Addison- Wesley, 1998.
4. W. Ge and R. Collins, "Marked point process for crowd counting," IEEE Computer Vision and Pattern Recognition Conference (CVPR'09), pp. 2913-2920, 2009.
5. -, "Crowd detection with a multi view sampler," European Conference on Computer Vision (ECCV']O), 2010.
6. S. Hinz, "Density and motion estimation of people in crowded environments based on aerial image sequences," ISPRS Hannover Workshop on High-Resolution Earth Imaging for Geospatial Information, 2009.
7. S. Lin, J. Chen, and H. Chao, "Estimation of number of people in crowded scenes using perspective transformation," IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, vol. 31 (6), pp. 645-654, Nov. 2001.
8. N. Otsu, "A threshold selection method from gray-level histograms," IEEE Transactions on System, Man, and Cybernetics, vol. 9 (I), pp. 62-66, 2009.
9. G. Paschos, "Perceptually uniform color spaces for color texture analysis: an empirical evaluation," IEEE Transactions on Image Processing, vol. 10, pp. 932-937, 200!.
10. C. Regazzoni and A. Tesei, "Local density evaluation and tracking of multiple objects from complex image sequences," Proceedings of 20th International Conference on Industrial Electronics, Control and Instrumentation (IECON), vol. 2, pp. 744-748, 1994.
11. -, "Distributed data fusion for real time crowding estimation," Signal Processing, vol. 53, pp. 47-63, 1996.
12. E. Rosten, R. Porter, and T. Drummond, "Faster and better: A machine learning approach to comer detection," IEEE Transactions on Pattern Analysis and Machine Learning, vol. 32 (I), pp. 105-119, Nov. 2010.
13. B. Silverman, "Density estimation for statistics and data analysis," ] st Edition, vol. London, UK, Chapman and Hall, 1986.
14. B. Sirmacek and C. Unsalan, "A probabilistic framework to detect buildings in aerial and satellite images," IEEE Transactions on Geoscience and Remote Sensing, 2010.