A wireless sensor network for distributed autonomous traffic monitoring

3rd International Conference on Human System Interaction, HSI'2010 - Conference Proceedings

Volumn , Issue , 2010, Pages 612-619

  Iannizzotto, Giancarlo ^a   La Rosa, Francesco ^a   Lo Bello, Lucia ^b  

^a UNIVERSITY OF MESSINA   (Italy)

^b UNIVERSITY OF CATANIA   (Italy)

Author keywords

Activity recognition; Autonomous traffic monitoring; Sensor networks for environmental monitoring; Sensor networks for observing interactions in environments

Indexed keywords

ACTIVITY RECOGNITION; COMPUTER VISION TECHNIQUES; DESIGN ISSUES; PROPOSED ARCHITECTURES; ROAD USAGE; SCENE ANALYSIS; TRAFFIC MONITORING; TRAFFIC PARAMETERS;

COMPUTER ARCHITECTURE; COMPUTER VISION; ENVIRONMENTAL ENGINEERING; MONITORING; NETWORK ARCHITECTURE; SENSOR NETWORKS;

WIRELESS SENSOR NETWORKS;

EID: 77955704628     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HSI.2010.5514504     Document Type: Conference Paper

References (28)

1. L. A. Klein, M. K. Mills, and D. R. P. Gibson, Traffic detector handbook [electronic resource], 3rd ed. U.S. Dept. of Transportation, Federal Highway Administration, Research, Development, and Technology, Turner-Fairbank Highway Research Center, McLean, VA, 2006.
2. A. Fernandez-Caballero, F. J. Gomez, and J. Lopez-Lopez, "Road-traff c monitoring by knowledge-driven static and dynamic image analysis," Expert Syst. Appl., vol.35, no.3, pp. 701-719, 2008.
3. Z. Zhu, G. Xu, B. Yang, D. Shi, and X. Lin, "Visatram: A real-time vision system for automatic traffc monitoring," IVC, vol.18, no.10, pp. 781-794, July 2000.
4. D. Aubert, F. Guichard, and S. Bouchafa, "Time-scale change detection applied to real-time abnormal stationarity monitoring," RealTimeImg, vol.10, no.1, pp. 9-22, February 2004.
5. V. Kastrinaki, M. Zervakis, and K. Kalaitzakis, "A survey of video processing techniques for traff c applications," IVC, vol.21, no.4, pp. 359-381, April 2003.
6. J. Tai, S. Tseng, C. Lin, and K. Song, "Real-time image tracking for automatic traff c monitoring and enforcement applications," IVC, vol.22, no.6, pp. 485-501, June 2004.
7. R. Rad and M. Jamzad, "Real time classif cation and tracking of multiple vehicles in highways," Pattern Recognition Letters, vol.26, no.10, pp. 1597-1607, 2005.
8. D. M. Lyons and D. F. Hsu, "Combining multiple scoring systems for target tracking using rank-score characteristics," Inf. Fusion, vol.10, no.2, pp. 124-136, 2009.
9. L. Rodriguez-Benitez, J. Moreno-Garcia, J. J. Castro-Schez, J. Albusac, and L. Jimenez-Linares, "Automatic objects behaviour recognition from compressed video domain," Image Vision Comput., vol.27, no.6, pp. 648-657, 2009.
10. O. Javed, K. Shafque, Z. Rasheed, and M. Shah, "Modeling inter-camera space-time and appearance relationships for tracking across non-overlapping views," Comput. Vis. Image Underst., vol.109, no.2, pp. 146-162, 2008.
11. P. Kelly, N. E. O'Connor, and A. F. Smeaton, "Robust pedestrian detection and tracking in crowded scenes," Image Vision Comput., vol.27, no.10, pp. 1445-1458, 2009.
12. M. Brand, N. Oliver, and A. Pentland, "Coupled hidden markov models for complex action recognition," in CVPR '97: Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97). Washington, DC, USA: IEEE Computer Society, 1997, p. 994.
13. N. Chleq and M. Thonnat, "Realtime image sequence interpretation for video-surveillance applications," in Proceedings of International Conference on Image Processing. Washington, DC, USA: IEEE Computer Society, 1996, pp. 801-804.
14. J. Aslam, Z. Butler, F. Constantin, V. Crespi, G. Cybenko, and D. Rus, "Tracking a moving object with a binary sensor network," in SenSys '03: Proceedings of the 1st international conference on Embedded networked sensor systems. New York, NY, USA: ACM, 2003, pp. 150-161.
15. L. Gu, D. Jia, P. Vicaire, T. Yan, L. Luo, A. Tirumala, Q. Cao, T. He, J. A. Stankovic, T. Abdelzaher, and B. H. Krogh, "Lightweight detection and classif cation for wireless sensor networks in realistic environments," in SenSys '05: Proceedings of the 3rd international conference on Embedded networked sensor systems. New York, NY, USA: ACM, 2005, pp. 205-217.
16. L. Jiang, A. Kamthe, and A. E. Cerpa, "A wireless pedestrian tracking network," in SenSys '09: Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems. New York, NY, USA: ACM, 2009, pp. 393-394.
17. T. He, S. Krishnamurthy, L. Luo, T. Yan, L. Gu, R. Stoleru, G. Zhou, Q. Cao, P. Vicaire, J. A. Stankovic, T. F. Abdelzaher, J. Hui, and B. Krogh, "Vigilnet: An integrated sensor network system for energy-effcient surveillance," ACM Trans. Sen. Netw., vol.2, no.1, pp. 1-38, 2006.
18. G. R. Bradski, "Real Time Face and Object Tracking as a Component of a Perceptual User Interface," in WACV '98: Proceedings of the 4th IEEE Workshop on Applications of Computer Vision (WACV'98). Washington, DC, USA: IEEE Computer Society, 1998, p. 214.
19. R. Cucchiara, C. Grana, M. Piccardi, and A. Prati, "Detecting moving objects, ghosts, and shadows in video streams," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.25, no.10, pp. 13371342, 2003.
20. I. Haritaoglu, D. Harwood, and L. S. Davis, "W4: Real-Time Surveillance of People and Their Activities," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.22, no.8, pp. 809-830, 2000.
21. B. Lo and S. Velastin, "Automatic congestion detection system for underground platforms," Intelligent Multimedia, Jan 2001.
22. A. M. Elgammal, D. Harwood, and L. S. Davis, "Non-parametric model for background subtraction," in ECCV (2), 2000, pp. 751-767.
23. N. McFarlane and C. Schof eld, "Segmentation and tracking of piglets in images," MVA, vol.8, no.3, pp. 187-193, 1995.
24. D. Comaniciu, V. Ramesh, and P. Meer, "Real-time tracking of non-rigid objects using mean shift," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, vol.2, 2000, pp. 142-149 vol.2.
25. P. Perez, C. Hue, J. Vermaak, and M. Gangnet, "Color-based probabilistic tracking," in ECCV '02: Proceedings ofthe 7th European Conference on Computer Vision-Part I. London, UK: Springer-Verlag, 2002, pp. 661-675.
26. T. Liu and H. Chen, "Real-time tracking using trust-region methods," IEEE Trans. Pattern Anal. Mach. Intell., vol.26, no.3, pp. 397-402, 2004.
27. F. Porikli and X. Li, "Traff c congestion estimation using hmm models without vehicle tracking," Intelligent Vehicles Symposium, pp. 188-193, 2004.
28. F. Bashir and F. Porikli, "Performance evaluation of object detection and tracking systems," in IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS2006), June 2006.