Collaborative occupancy reasoning in visual sensor network for scalable smart video surveillance

IEEE Transactions on Consumer Electronics

Volumn 56, Issue 3, 2010, Pages 1997-2003

  Cho, Yongil ^a   Lim, Sang Ok ^a   Yang, Hyun Seung ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

Distributed Inference; Occupancy Reasoning; Smart Video Surveillance; Visual Sensor Network

Indexed keywords

CENTRAL SERVERS; COLLABORATIVE INFERENCES; CONSUMER APPLICATIONS; CONTROL CENTER; DISTRIBUTED INFERENCE; HUMAN OPERATOR; IN-BUILDINGS; MULTI-CAMERA NETWORKS; OCCUPANCY REASONING; PROCESSING APPROACH; PUBLIC SAFETY; REASONING ALGORITHMS; SCENE ANALYSIS; SMART SURVEILLANCE SYSTEMS; SMART VIDEO SURVEILLANCE SYSTEMS; TRAFFIC MONITORING; VIDEO STREAMS; VIDEO SURVEILLANCE; VIDEO SURVEILLANCE SYSTEMS; VISUAL SENSOR NETWORKS;

CAMERAS; INFERENCE ENGINES; MATHEMATICAL OPERATORS; MONITORING; SENSOR NETWORKS; SENSOR NODES; WIRELESS SENSOR NETWORKS;

SECURITY SYSTEMS;

EID: 78149232162     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCE.2010.5606357     Document Type: Article

References (16)

1. S. Soro and W. Heinzelman, "A survey of visual sensor networks", Advances in Multimedia, vol. 2009, pp. 21, Article ID 640386, 2009.
2. B. Rinner, T. Winkler, W. Schriebl, M. Quaritsch and W. Wolf, "The evolution from single to pervasive smart cameras", In Proc. of IEEE International Conference on Distributed Smart Cameras, pp. 1-10, 2008.
3. R. I. Hartley and A. Zisserman, "Multiple view geometry in computer vision", 2nd ed., Cambridge University Press, Cambridge, 2004.
4. W. Lao, J. Han and P. H. N. De With, "Automatic video-based human motion analyzer for consumer surveillance system", IEEE Trans. Consumer Electronics, vol. 55, no. 2, pp. 591-598, 2009.
5. R. Mohedano and N. Garcia, "Robust multi-camera 3d tracking from mono-camera 2d tracking using bayesian association", IEEE Trans. Consumer Electronics, vol. 56, no. 1, pp. 1-8, 2010.
6. T. T. Santos and H. Morimoto, "People detection under occlusion in multiple camera views", In Proc. of the XXI Brazilian Symposium on Computer Graphics and Image Processing, 2008.
7. F. Fleuret, J. Berclaz, R. Lengagne, and P. Fua, "Multicamera people tracking with a probabilistic occupancy map", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no 2, February 2008.
8. Y. Charfi, N. Wakamiya, and M. Murata, "Challenging Issues in visual sensor networks", IEEE Wireless Communications, vol. 16, no. 2, pp. 44-49, 2009.
9. M. Paskin, C. Guestrin, and J. McFadden, "A robust architecture for inference in sensor networks", In Proc. of International Symposium on Information Processing in Sensor Networks, 2005.
10. R. J. Radke, "A survey of distributed computer vision algorithms", Handbook of Ambient Intelligence and Smart Environments, pp. 35, 2010.
11. S. J. Bae, J. Choi, Y. I. Cho, and H. S. Yang, "A 3d human activity recognition system for interactive environments", In Proc. of International Conference on Virtual Systems and Multimedia, 2008.
12. A. Criminisi, I. D. Reid, A. Zisserman, "Single view metrology", International Journal of Computer Vision, vol. 40, no. 2, pp. 123-148, 2000.
13. F. Dellaert, A. Kipp, and P. Krauthausen, "A multifrontal QR factorization approach to distributed inference applied to multi-robot localization and mapping", In Proc. of the 20th National Conference on Artificial Intelligence, vol. 3, pp. 1261-1266, 2005.
14. A. Barton-Sweeny, D. Lymberopoulos, and A. Savvides, "Sensor localization and camera calibration in distributed camera sensor networks", In Proc. of the 3rd International Conference on Broadband Communications, Networks and Systems, pp. 1-10, 2006.
15. W. Mantzel, H. Choi, and R. Baraniuk, "Distributed camera network localization", In Proc. of the 38th Asilomar Conference on Signals, Systems and Computers, 2004.
16. D. Thirde, L. Li, and J. Ferryman, "Overview of the PETS2006 challenge", In Proc. of 9th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, pp. 47-50, 2006