Multimodal highway monitoring for robust incident detection

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2010, Pages 837-842

  Pucher, Michael ^a   Schabus, Dietmar ^a   Schallauer, Peter ^b   Lypetskyy, Yuriy ^b   Graf, Franz ^b   Rainer, Harald ^b   Stadtschnitzer, Michael ^b   Sternig, Sabine ^c   Birchbauer, Josef ^d   Schneider, Wolfgang ^d   Schalko, Bernhard ^e  

^a TELECOMMUNICATIONS RESEARCH CENTER VIENNA FTW   (Austria)

^b JOANNEUM RESEARCH   (Austria)

^c GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

^d SIEMENS AG ÖSTERREICH   (Austria)

^e Autobahnen und Schnellstrassen Finanzierungs Aktiengesellschaft   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO SENSORS; DETECTION AND TRACKING; INCIDENT DETECTION; MICROPHONE ARRAYS; MULTI-MODAL; MULTIMODAL SENSOR FUSION; REALISTIC DATA; ROBUST TRACKING; TRAFFIC JAMS; WEATHER CONDITIONS;

INTELLIGENT SYSTEMS; SENSORS; TRAFFIC CONGESTION;

TRANSPORTATION;

EID: 78650430127     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2010.5625035     Document Type: Conference Paper

References (19)

1. S. Sternig, P.Roth, H. Grabner, and H. Bischof, "Robust Adaptive Classifier Grids for Object Detection from Static Cameras", in Proceedings Computer Vision Winter Workshop 2009, 2009.
2. P. Roth, S. Sternig, H. Grabner, and H. Bischof, "Classifier Grids for Learning Robust Adaptive Object Detectors", In Proceedings CVPR 2009, 2009.
3. H. Grabner and H. Bischof, "On-line boosting and vision", Proc. of CVPR 2006, volume I, pages 260-267. IEEE CS, 2006
4. J. Shi and C. Tomasi, "Good Features to Track", IEEE Conference on Computer Vision and Pattern Recognition, pages 593-600, 1994.
5. J. H. Lee and J. B. Ra, "Block motion estimation based on selective integral projections", Proc. IEEE Internat. Conf. Image Process., Rochester, NY, pp. 689-692, Sept. 2002.
6. E.F. Berliner, "Acoustic Highway Monitoring", US Patent Nr. 6,195,608, February 2001.
7. A. Criminisi, I. D. Reid, and A. Zissermann, A plane measuring device, Image Vision Computing, 17(8), 625-634, 1999.
8. N. Strobel, S. Spors, and R. Rabenstein, Joint Audio-Video Object Localization and Tracking, IEEE Signal Processing Magazine, January 2001.
9. P. K. Varshney, Multisensor Data Fusion, Electronics and Communications Engineering Journal, vol. 9, pp. 245-253, December 1997.
10. M.J. Beal, H. Attias, and N. Jojic, "Audio-Video Sensor Fusion with Probabilistic Graphical Models", Proc. ECCV, 2002.
11. Highway Monitoring (HI-MONI), http://hi-moni.ftw.at.
12. N. J. B. McFarlane and C. P. Schofield, "Segmentation and tracking of piglets", Machine Vision and Applications, 1995.
13. V. N. Vapnik, "The Nature of Statistical Learning Theory", Springer, 1995.
14. D.L. Hall, An Introduction to Multisensor Data Fusion, Proc. of the IEEE, 85(1), January 1997.
15. C. Neti, G. Potamianos, J. Luettin, I. Matthews, H. Glotin, D. Vergyri, J. Sison, A. Mashari, and J. Zhou, Audio-visual speech recognition, Technical Report, John Hopkins Workshop, October 2000.
16. M. Kpesi, M. Neffe, T. Van Pham, M. Grabner, H. Grabner, and A. Juffinger, "Audio-Visual Feature Extraction for Semi-Automatic Annotation of Meetings", Proc. of MMSP'06, Victoria, BC, Canada, October 2006.
17. N. Strobel, S. Spors, and R. Rabenstein, Joint Audio-Video Object Localization and Tracking, IEEE Signal Processing Magazine, January 2001.
18. A. Klausner, A. Tengg, and B. Rinner, "Vehicle Classification on Multi-Sensor Smart Cameras using Feature and Decision Fusion", Proc. of the International Conference on Distributed Smart Cameras (ICDSC'07), Vienna, Austria, September 2007.
19. C. Coue, T. Fraichard, P. Bessiere, and E. Mazer, "Using Baysian Programming for Multi-Sensor Multi-Target Tracking in Automotive Applications", Proc. of Int. COnf. on Robotics and Automation, Taipeh, Taiwan, May 2003.