People detection and re-identification in complex environments

IEICE Transactions on Information and Systems

Volumn E93-D, Issue 7, 2010, Pages 1761-1772

  Truong Cong, Dung Nghi ^a   Khoudour, Louahdi ^a   Achard, Catherine ^b   Douadi, Lounis ^a  

^a UNIVERSITÉ GUSTAVE EIFFEL   (France)

^b SORBONNE UNIVERSITÉ   (France)

Author keywords

Appearance based model; Color invariant; Graph analysis; People detection; People re identification; Surveillance system

Indexed keywords

COLORIMETRY; EXTRACTION;

APPEARANCE-BASED MODELING; COLOR INVARIANTS; GRAPH ANALYSIS; PEOPLE DETECTION; PEOPLE RE IDENTIFICATIONS; SURVEILLANCE SYSTEMS;

COLOR;

EID: 77956035162     PISSN: 09168532     EISSN: 17451361     Source Type: Journal    
DOI: 10.1587/transinf.E93.D.1761     Document Type: Conference Paper

References (26)

1. V. Kettnaker and R. Zabih, "Bayesian multi-camera surveillance," IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1999.
2. C. Nakajima, M. Pontil, M. Heisele, and T. Poggio, "Full body person recognition system," Pattern Recognit., vol.36, no.9, pp.1997-2006, 2003.
3. O. Javed, Z. Rasheed, K. Shafique, and M. Shah, "Tracking across multiple cameras with disjoint views," Ninth IEEE International Conference on Computer Vision, 2003.
4. N. Bird, O. Masoud, N. Papanikolopoulos, and A. Isaacs, "Detection of loitering individuals in public transportation areas," IEEE Trans. Intelligent Transportation Systems, vol.6, no.2, pp.167-177, 2005.
5. N. Gheissari, T. Sebastian, and R. Hartley, "Person reidentification using spatiotemporal appearance," Proc. 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.1528-1535, Washington, DC, USA, 2006.
6. X. Wang, G. Doretto, T. Sebastian, J. Rittscher, and P. Tu, "Shape and appearance context modeling," IEEE 11th International Conference on Computer Vision, pp.1-8, 2007.
7. Y. Yu, D. Harwood, K. Yoon, and L. Davis, "Human appearance modeling for matching across video sequences," Machine Vision and Applications, vol.18, no.3, pp.139-149, 2007.
8. C. Wren, A. Azarbayejani, T. Darrell, and A. Pentland, "Pfinder: Real-time tracking of the human body," IEEE Trans. Pattern Anal. Mach. Intell., vol.19, no.7, pp.780-785, 1997.
9. C. Stauffer and W. Grimson, "Adaptive background mixture models for real-time tracking," Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.246-252, 1999.
10. A. Elgammal, D. Harwood, and L. Davis, "Non-parametric model for background subtraction," Proc. 6th European Conference on Computer Vision, pp.751-767, 2000.
11. D. Butler, S. Sridharan, and V. Bove, Jr, "Real-time adaptive background segmentation," IEEE Int. Conf. Acous., Speech Signal Process., 2003 (ICASSP'03), pp.349-352, 2003.
12. K. Kim, T. Chalidabhongse, D. Harwood, and L. Davis, "Background modeling and subtraction by codebook construction," International Conference on Image Processing, pp.3061-3064, 2004.
13. F. Porikli and O. Tuzel, "Human body tracking by adaptive background models and mean-shift analysis," IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, 2003.
14. D. Ballard and C. Brown, Computer Vision, Prentice Hall Professional Technical Reference, 1982.
15. D.N. Truong Cong, L. Khoudour, C. Achard, and P. Phothisane, "People re-identification by means of a camera network using a graph-based approach," Proc. IAPR Conference on Machine Vision Applications, 2009.
16. G. Buchsbaum, "A spatial processor model for object color perception," J. Franklin Institute, vol.310, no.1, pp.1-26, 1980.
17. G. Finlayson, S. Hordley, G. Schaefer, and G. Yun Tian, "Illuminant and device invariant colour using histogram equalisation," Pattern Recognit., vol.38, no.2, pp.179-190, 2005.
18. P. Gros, G. Mclean, R. Delon, R. Mohr, C. Schmid, and G. Mistler, "Utilisation de la couleur pour l'appariement et l'indexation d'images," Tech. Rep., Institut national de recherche en informatique et en automatique, 1997.
19. S. Birchfield and S. Rangarajan, "Spatiograms versus histograms for region-based tracking," IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol.2, pp.1158-1163, 2005.
20. K. Yoon, D. Harwood, and L. Davis, "Appearance-based person recognition using color/path-length profile," J. Vis. Commun. Image Represent. vol.17, no.3, pp.605-622, 2006.
21. D.N. Truong Cong, L. Khoudour, and C. Achard, "Approche spectrale et descripteur couleur-position statistique pour la ridentification de personnes travers un rseau de cameras," Colloque GRETSI 2009, 2009.
22. H. Hartley, "Maximum likelihood estimation from incomplete data," Biometrics, pp.174-194, 1958.
23. S. McKenna, Y. Raja, and S. Gong, "Color model selection and adaptation in dynamic scenes," European Conference on Computer Vision, pp.460-474, 1998.
24. M. Song and H. Wang, "Highly efficient incremental estimation of gaussian mixture models for online data stream clustering," Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, pp.174-183, 2005.
25. G. Stewart and J. Sun, Matrix perturbation theory, Academic Press, 1990.
26. http://www.multitel.be/boss