A knowledge-based camera selection approach for object tracking in large sensor networks

2009 3rd ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009

Volumn , Issue , 2009, Pages

  Monari, Eduardo ^a   Kroschel, Kristian ^a  

^a FRAUNHOFER IOSB   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERA NETWORK; CAMERA SELECTION; COMPUTATIONAL GEOMETRY ALGORITHMS; DYNAMIC SENSOR; ENVIRONMENT MODELS; MULTI-CAMERA TRACKING; MULTI-CAMERAS; OBJECT POSITIONS; OBJECT TRACKING; PROCESSOR LOADS; SELF ORGANIZING; SENSOR CONFIGURATIONS; SENSOR COVERAGE; SENSOR SELECTION;

CAMERAS; CLUSTERING ALGORITHMS; COMPUTATION THEORY; COMPUTATIONAL EFFICIENCY; COMPUTATIONAL GEOMETRY; HUMAN COMPUTER INTERACTION; KNOWLEDGE BASED SYSTEMS; VIDEO CAMERAS;

SENSOR NETWORKS;

EID: 72149083557     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSC.2009.52893400     Document Type: Conference Paper

References (19)

1. P. Doubek, "Multi-view tracking and viewpoint selection, " PhD Thesis, Swiss Federal Institute of Technology Zurich (ETH), 2005.
2. A. Gupta, A. Mittal, and L. S. Davis, "Cost: An approach for camera selection and multi-object inference ordering in dynamic scenes, " IEEE 11th International Conference on Computer Vision (ICCV), Oct. 2007.
3. P. Puhuluwutta, T. Puppus, and A. Kutsuggelos, "Optimal sensor selection for video-based target tracking in a wireless sensor network, " in International Conference on Image Processing ICIP, vol. 5, 24-27 Oct. 2004, pp. 3073 - 3076.
4. Y. Zhang and Q. Ji, "Active and dynamic information fusion for multisensor systems with dynamic bayesian networks, " IEEE Transactions on Systems, Man, and Cybernetics, Part B, vol. 36, no. 2, pp. 467-472, April 2006.
5. J. Park, C. Bhat, and A. C. Kak, "A look-up table based approach for solving the camera selection problem in large camera networks, " in Workshop on Distributed Smart Cameras (ACM SenSys'06), 2006.
6. L. Snidaro, R. Niu, P. K. Varshney, and G. L. Foresti, "Automatic camera selection and fusion for outdoor surveillance under changing weather conditions, " in Proc. IEEE Conference on Advanced Video and Signal Based Surveillance, 21-22 Jul. 2003, pp. 364-369.
7. A. Ercan, A. El Gamal, and L. Guibas, "Camera network node selection for target localization in the presence of occlusions, " in ACM SenSys Workshop on Distributed Smart Cameras, Nov. 2006.
8. D. Makris, T. Ellis, and J. Black, "Bridging the gaps between cameras, " Proc. IEEE Computer Vision and Pattern Recognition, vol. 2, pp. II205-II210 Vol.2, Jul. 2004.
9. S. Calderara, R. Vezzani, A. Prati, and R. Cucchiara, "Entry edge of field of view for multi-camera tracking in distributed video surveillance, " in Proc. IEEE Conference on Advanced Video and Signal Based Surveillance AVSS 2005, 15-16 Sept. 2005, pp. 93-98.
10. X. Zou, B. Bhanu, B. Song, and A. K. Roy-Chowdhury, "Determining topology in a distributed camera network, " in Proc. IEEE International Conference on Image Processing ICIP 2007, vol. 5, 16 Sept.- 19 Oct. 2007, pp. V133-V136.
11. O. Javed, Z. Rasheed, K. Shafique, and M. Shah, "Tracking across multiple cameras with disjoint views, " in Proc. Ninth IEEE International Conference on Computer Vision, 13-16 Oct. 2003, pp. 952-957.
12. K. J. Obermeyer, "The VisiLibity library, http://www.VisiLibity.org, 2008, r-1.
13. M. de Berg, O. Cheong, M. van Kreveld, and M. Overmars, Computational Geometry - Algorithms and Applications, 3rd ed. Springer, 2008.
14. "CGAL, Computational Geometry Algorithms Library, " 2008. [Online]. Available: http://www.cgal.org.
15. R. Wein, F. Fogel, B. Zukerman, and D. Halperin, 2D Arrangements, 3rd ed., 2007. [Online]. Available: http://www.cgal.org/Manual/3.3/dochtml/ cgalmanual/packages.html#Pkg:Arrangement2.
16. D. Kelly and F. Boland, "Motion model selection in tracking humans, " in Proc. IET Irish Signals and Systems Conference, 28-30 June 2006, pp. 363-368.
17. E. Haines, "Point in polygon strategies, " in Graphics Gems IV, P. Heckbert, Ed. Academic Press, 1994, pp. 24-46.
18. E. Monari, S. Voth, and K. Kroschel, "An object- and task-oriented architecture for automated video surveillance in distributed sensor network, " in Proc. IEEE International Conference on Advanced Video and Signal based Surveillance AVSS, 1-3 Sept. 2008, pp. 339-346.
19. A. Bauer, S. Eckel, T. Emter, A. Laubenheimer, E. Monari, J. Mograber, and F. Reinert, "N.e.s.t. - network enabled surveillance and tracking, " in Future security: 3rd Security Research Conference, Sep. 2008, pp. 349-353.