Detection and tracking of moving objects at intersections using a network of laser scanners

IEEE Transactions on Intelligent Transportation Systems

Volumn 13, Issue 2, 2012, Pages 655-670

  Zhao, Huijing ^a   Sha, Jie ^a   Zhao, Yipu ^a   Xi, Junqiang ^b   Cui, Jinshi ^a   Zha, Hongbin ^a   Shibasaki, Ryosuke ^c  

^a Peking University   (China)

^b BEIJING INSTITUTE OF TECHNOLOGY   (China)

^c UNIVERSITY OF TOKYO   (Japan)

Author keywords

Detection; intersection; laser scanner; moving object; network sensing; tracking

Indexed keywords

DATA ASSOCIATION; DETECTION AND TRACKING OF MOVING OBJECTS; EXPERIMENTAL DATA; LASER SCANNER; LASER SCANS; MOVING OBJECTS; MOVING-OBJECT DETECTION; NETWORK-SENSING; PARTIAL OBSERVATION; STATE PARAMETERS;

ALGORITHMS; ERROR DETECTION; INTERSECTIONS; SCANNING; SURFACE DISCHARGES;

OBJECT RECOGNITION;

EID: 84861855795     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2011.2175218     Document Type: Article

References (27)

1. M. Valeraand S. A. Velastin, "Intelligent distributed surveillance systems: A review," Proc. Inst. Elect. Eng.-Vis. Image Process., vol. 152, no. 2, pp. 192-204, Apr. 2005. (Pubitemid 40643653)
2. D. B. Reid, "A multiple hypothesis filter for tracking multiple targets ina cluttered environment," Lockheed Missiles Space Co., Sunnyvale, CA, Tech. Rep. LMSC, D-560254, 1977.
3. D. B. Reid, "Analgorithm for tracking multiple targets," IEEE Trans. Autom. Control, vol. AC-24, no. 6, pp. 843-854, Dec. 1979.
4. C. J. Pai, H. R. Tyan, Y.M. Liang, H. Y. Liao,and S.W. Chen, "Pedestrian detectionand trackingat crossroads," Pattern Recognit., vol. 37, no. 5, pp. 1025-1034, May 2004.
5. R. Radand M. Jamzad, "Real time classificationand tracking of multiple vehicles in highways," Pattern Recognit. Lett., vol. 26, no. 10, pp. 1597-1607, Jul. 2005. (Pubitemid 40744199)
6. Z. Kim, "Realtime object tracking based on dynamic feature grouping with background subtraction," Proc. IEEE Comput. Vis. Pattern Recog., pp. 1-8, 2008.
7. S. Kamijo, Y. Matsushita, K. Ikeuchi,and M. Sakauchi, "Traffic monitoringandaccident detectionat intersections," IEEE Trans. Intell. Transp. Syst., vol. 1, no. 2, pp. 108-118, Jun. 2000.
8. H. Veeraraghavan, O. Masoud,and N. Papanikolopoulos, "Computer visionalgorithms for intersection monitoring," IEEE Trans. Intell. Transp. Syst., vol. 4, no. 2, pp. 78-89, Jun. 2003.
9. S. Atev, H. Arumugam, O. Masoud,and R. Janardan, "A vision-basedapproach to collision predictionat traffic intersections," IEEE Trans. Intell. Transp. Syst., vol. 6, no. 4, pp. 416-423, Dec. 2005. (Pubitemid 43015538)
10. Z. Tian,M. Kyte,and H. Liu, "Vehicle trackingand speed measurementat intersections using video-detection systems," ITE J., vol. 79, no. 1, pp. 42-46, 2009.
11. S. E. Shladover, Z. Kim, M. Cao, A. Sharafsaleh,and J.-Q. Li, "Bicyclist intersection crossing times: Quantitative measurements for selecting signal timing," Transp. Res. Rec., J. Transp. Res. Board, vol. 2128, pp. 86-95, 2009.
12. T. Zhaoand R. Nevatia, "Car detection in low resolutionaerial image," in Proc. IEEE Int. Conf. Comput. Vis., 2001, vol. 1, pp. 710-717. (Pubitemid 32795024)
13. I. Cohenand G. Medioni, "Detectingand tracking moving objects for video surveillance," Proc. IEEE Comput. Vis. Pattern Recog., vol. 2, pp. 319-325, 1999.
14. D. M. Gavrilaand S. Munder, "Multi-cue pedestrian detectionand tracking froma moving vehicle," Int. J. Comput. Vis., vol. 73, no. 1, pp. 41-59, Jun. 2007. (Pubitemid 46181616)
15. M. Betke, E. Haritauglu,and L. S. Davis, "Real-time multiple vehicle detectionand tracking froma moving vehicle," Mach. Vis. Appl., vol. 12, no. 2, pp. 69-83, Aug. 2000.
16. Z. Sun, G. Bebis,and R. Miller, "On-road vehicle detection: A review," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 5, pp. 694-711, May 2006.
17. B. Leibe, K. Schindler, N. Cornelis,and L. V. Gool, "Coupled object detectionand tracking from static camerasand moving vehicles," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 10, pp. 1683-1698, Oct. 2008.
18. D. Streller, K. Dietmayer,and J. Sparbert, "Vehicleand object models for robust tracking in traffic scenes using laser range images," in Proc. IEEE Int. Conf. Intell. Transp. Syst., 2001, pp. 118-123.
19. E. Prassler, J. Scholz,and A. Elfes, "Tracking people ina railway station during rush-hour," in Proc. ICVS, vol. 1542, LNCS, H. I. Christensen, Ed., 1999, pp. 162-179.
20. A. Mendesand U. Nunes, "Situation-based multitarget detectionand tracking with laserscanner in outdoor semi-structured environment," in Proc. IEEE/RSJ Conf. Intell. Robots Syst., 2004, vol. 1, pp. 88-93. (Pubitemid 40275582)
21. T. Vu, O. Aycard,and N. Appenrodt, "Online localizationand mapping with moving object tracking in dynamic outdoor environment," in Proc. IEEE Intell. Veh. Symp., 2007, pp. 190-195.
22. F. Fayadand V. Cherfaoui, "Tracking objects usinga laser scanner in driving situation based on modeling target shape," in Proc. IEEE Intell. Veh. Symp., 2007, pp. 44-49.
23. C. C. Wang, C. Thorpe, S. Thrun, M. Hebert,and H. Durrant-Whyte, "Simultaneous localization, mappingand moving object tracking," Int. J. Robot. Res., vol. 26, no. 9, pp. 889-916, Sep. 2007. (Pubitemid 47312699)
24. L. Alexander, P. M. Cheng, A. Gorjestani, A. Menon, B. Newstrom,and C. Shankwitz, "The minnesota mobile intersection surveillance system," in Proc. IEEE Intell. Transp. Syst. Conf., 2006, pp. 139-144. (Pubitemid 351492159)
25. H. Zhaoand R. Shibasaki, "A novel system for tracking pedestrians using multiple single-row laser range scanners," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 35, no. 2, pp. 283-291, Mar. 2005. (Pubitemid 40307905)
26. K. Nakamura, H. Zhao, R. Shibasaki, K. Sakamoto, T. Ohga,and N. Suzukawa, "Tracking pedestrians using multiple single-row laser range scannersand its reliability evaluation," Syst. Comput. Jpn., vol. 37, no. 7, pp. 1-11, Jun. 2006. (Pubitemid 43760020)
27. H. Zhao, J. Cui, H. Zha, K. Katabira, X. Shao,and R. Shibasaki, "Sensingan intersection usinga network of laser scannersand video cameras," IEEE Intell. Transp. Syst. Mag., vol. 1, no. 2, pp. 31-37, Summer 2009.