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Volumn 13, Issue 2, 2012, Pages 527-540

Adaptive multicue background subtraction for robust vehicle counting and classification

Author keywords

3 D reconstruction; Computer vision; tracking; traffic image analysis; traffic information systems

Indexed keywords

3D RECONSTRUCTION; BACKGROUND SUBTRACTION; CURRENT FRAME; DISPARITY MAP; INDUCTIVE LOOP DETECTORS; MARKOV CHAIN MONTE CARLO METHOD; NOISY IMAGE; RAINY DAYS; REAL TIME; ROBUST ADAPTIVE; STANDARD CAMERAS; TRACKING AND CLASSIFICATION; TRAFFIC FLOW; TRAFFIC IMAGES; TRAFFIC INFORMATION SYSTEMS; TRAFFIC JAMS; VEHICLE COUNTING; VISION-BASED SYSTEM; VOLUME ESTIMATIONS;

EID: 84861880898     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2011.2174358     Document Type: Article
Times cited : (141)

References (41)
  • 1
    • 84861902910 scopus 로고    scopus 로고
    • Nat. Renewable Energy Lab. (NREL), (2000) SOLPOS 2.0, Distributed by NREL. Center for Renewable Energy Resources. Renewable Resource Data Center. [Online]. Available
    • Nat. Renewable Energy Lab. (NREL), (2000) SOLPOS 2.0, Distributed by NREL. Center for Renewable Energy Resources. Renewable Resource Data Center. [Online]. Available: http://rredc.nrel.gov/solar/codesandalgorithms/solpos
  • 2
    • 84861880277 scopus 로고    scopus 로고
    • Computer vision traffic sensor for fixed and Pan-Tilt-Zoom cameras
    • Washington, DC, Tech. Rep. Highway IDEA Project 140
    • S. Birchfield,W. Sarasua, and N. Kanhere, "Computer vision traffic sensor for fixed and Pan-Tilt-Zoom cameras," Transp. Res. Board, Washington, DC, Tech. Rep. Highway IDEA Project 140, 2010.
    • (2010) Transp. Res. Board
    • Birchfield, S.1    Kanhere, N.2
  • 3
    • 34548525509 scopus 로고    scopus 로고
    • A method for vehicle count in the presence of multiple-vehicle occlusions in traffic images
    • DOI 10.1109/TITS.2007.902647
    • C. C. C. Pang, W. W. L. Lam, and N. H. C. Yung, "A method for vehicle count in the presence of multiple-vehicle occlusions in traffic images," IEEE Trans. Intell. Transport. Syst., vol. 8, no. 3, pp. 441-459, Sep. 2007. (Pubitemid 47383467)
    • (2007) IEEE Transactions on Intelligent Transportation Systems , vol.8 , Issue.3 , pp. 441-459
    • Pang, C.C.C.1    Lam, W.W.L.2    Yung, N.H.C.3
  • 4
    • 77954319248 scopus 로고    scopus 로고
    • Urban road user detection and classification using 3D wire frame models
    • Jun.
    • N. Buch, J. Orwell, and S. A. Velastin, "Urban road user detection and classification using 3D wire frame models," IET Comput. Vis. J., vol. 4, no. 2, pp. 105-116, Jun. 2010.
    • (2010) IET Comput. Vis. J. , vol.4 , Issue.2 , pp. 105-116
    • Buch, N.1    Orwell, J.2    Velastin, S.A.3
  • 5
    • 0033875141 scopus 로고    scopus 로고
    • Incremental recognition of traffic situations from video image sequences
    • DOI 10.1016/S0262-8856(99)00021-9
    • M. Haag and H. H. Nagel, "Incremental recognition of traffic situations from video image sequences," Image Vis. Comput., vol. 18, no. 2, pp. 137-153, Jan. 2000. (Pubitemid 30526183)
    • (2000) Image and Vision Computing , vol.18 , Issue.2 , pp. 137-153
    • Haag, M.1    Nagel, H.-H.2
  • 6
    • 84861905206 scopus 로고    scopus 로고
    • Background subtraction survey for highway surveillance
    • Stellenbosch, South Africa
    • Z. Mayo and J. R. Tapamo, "Background subtraction survey for highway surveillance," in Proc. Annu. Symp. PRASA, Stellenbosch, South Africa, 2009, pp. 77-82.
    • (2009) Proc. Annu. Symp. PRASA , pp. 77-82
    • Mayo, Z.1    Tapamo, J.R.2
  • 7
    • 67349172715 scopus 로고    scopus 로고
    • Combining shadow detection and simulation for estimation of vehicle size and position
    • B. Johansson, J. Wiklund, P. Forssén, and G. Granlund, "Combining shadow detection and simulation for estimation of vehicle size and position," Pattern Recognit. Lett., vol. 30, pp. 751-759, 2009.
    • (2009) Pattern Recognit. Lett. , vol.30 , pp. 751-759
    • Johansson, B.1    Wiklund, J.2    Forssén, P.3    Granlund, G.4
  • 9
    • 0003301612 scopus 로고    scopus 로고
    • A statistical approach for realtime robust background subtraction and shadow detection
    • T. Horprasert, D. Harwood, and L. Davis, "A statistical approach for realtime robust background subtraction and shadow detection," in Proc. IEEE ICCV, 1999, pp. 256-261.
    • (1999) Proc. IEEE ICCV , pp. 256-261
    • Horprasert, T.1    Harwood, D.2    Davis, L.3
  • 10
    • 0032634283 scopus 로고    scopus 로고
    • Adaptive background mixture models for real-time tracking
    • C. Stauffer andW. E. Grimson, "Adaptive background mixture models for real-time tracking," in Proc. IEEE CVPR, 1999, vol. 2, pp. 246-252.
    • (1999) Proc. IEEE CVPR , vol.2 , pp. 246-252
    • Stauffer, C.1    Grimson, W.E.2
  • 11
    • 34250631015 scopus 로고    scopus 로고
    • Robust background subtraction with shadow and highlight removal for indoor surveillance
    • DOI 10.1109/IROS.2006.282156, 4059132, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2006
    • J. Hu, T. Su, and S. Jeng, "Robust background subtraction with shadow and highlight removal for indoor surveillance," in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst., 2006, pp. 4545-4550. (Pubitemid 46928640)
    • (2006) IEEE International Conference on Intelligent Robots and Systems , pp. 4545-4550
    • Hu, J.-S.1    Su, T.-M.2    Jeng, S.-C.3
  • 12
    • 84944070277 scopus 로고    scopus 로고
    • Non-parametric model for background subtraction
    • A. Elgammal, D. Harwood, and L. Davis, "Non-parametric model for background subtraction," in Proc. Eur. Conf. Comput. Vis. Part II, 2000, vol. LNCS 1843, pp. 751-767.
    • (2000) Proc. Eur. Conf. Comput. Vis. , vol.LNCS 1843 , Issue.PART II , pp. 751-767
    • Elgammal, A.1    Harwood, D.2    Davis, L.3
  • 17
    • 2342451249 scopus 로고    scopus 로고
    • Time-scale change detection applied to real-time abnormal stationarity monitoring
    • Feb.
    • D. Aubert, F. Guichard, and S. Bouchafa, "Time-scale change detection applied to real-time abnormal stationarity monitoring," Real-Time Imag., vol. 10, no. 1, pp. 9-22, Feb. 2004.
    • (2004) Real-Time Imag. , vol.10 , Issue.1 , pp. 9-22
    • Aubert, D.1    Guichard, F.2    Bouchafa, S.3
  • 18
    • 0001853433 scopus 로고    scopus 로고
    • Detection of moving cast shadows for object segmentation
    • Mar.
    • R. Mech and J. Ostermann, "Detection of moving cast shadows for object segmentation," IEEE Trans. Multimedia, vol. 1, no. 1, pp. 65-76, Mar. 1999.
    • (1999) IEEE Trans. Multimedia , vol.1 , Issue.1 , pp. 65-76
    • Mech, R.1    Ostermann, J.2
  • 20
    • 0027606780 scopus 로고
    • Model-based object tracking in monocular image sequences of road traffic scenes
    • D. Roller, K. Daniilidis, and H. H. Nagel, "Model-based object tracking in monocular image sequences of road traffic scenes," Int. J. Comput. Vis., vol. 10, no. 3, pp. 257-281, Jun. 1993. (Pubitemid 23683064)
    • (1993) International Journal of Computer Vision , vol.10 , Issue.3 , pp. 257-281
    • Koller, D.1    Daniilidis, K.2    Nagel, H.-H.3
  • 21
    • 0042456305 scopus 로고    scopus 로고
    • The Sakbot system for moving object detection and tracking
    • ch. 12, P. Remagnino, G. A. Jones, N. Paragios, and C. S. Regazzoni, Eds. Berlin, Germany: Springer-Verlag
    • R. Cucchiara, C. Grana, G. Neri, M. Piccardi, and A. Prati, "The Sakbot system for moving object detection and tracking," in Video-Based Surveillance Systems-Computer Vision and Distributed Processing, P. Remagnino, G. A. Jones, N. Paragios, and C. S. Regazzoni, Eds. Berlin, Germany: Springer-Verlag, 2001, ch. 12, pp. 145-157.
    • (2001) Video-Based Surveillance Systems-Computer Vision and Distributed Processing , pp. 145-157
    • Cucchiara, R.1    Grana, C.2    Neri, G.3    Piccardi, M.4    Prati, A.5
  • 25
    • 33644981417 scopus 로고    scopus 로고
    • Video-based lane estimation and tracking for driver assistance: Survey, system, and evaluation
    • Mar.
    • J. C. McCall and M. M. Trivedi, "Video-based lane estimation and tracking for driver assistance: Survey, system, and evaluation," IEEE Trans. Intell. Transp. Syst., vol. 7, no. 1, pp. 20-37, Mar. 2006.
    • (2006) IEEE Trans. Intell. Transp. Syst. , vol.7 , Issue.1 , pp. 20-37
    • McCall, J.C.1    Trivedi, M.M.2
  • 27
    • 24644487862 scopus 로고    scopus 로고
    • Vehicle segmentation and tracking from a low-angle off-axis camera
    • N. K. Kanhere, S. J. Pundlik, and S. T. Birchfield, "Vehicle segmentation and tracking from a low-angle off-axis camera," in Proc. IEEE CVPR, 2005, pp. 1152-1157.
    • (2005) Proc. IEEE CVPR , pp. 1152-1157
    • Kanhere, N.K.1    Pundlik, S.J.2    Birchfield, S.T.3
  • 29
    • 0032147322 scopus 로고    scopus 로고
    • A real-time computer vision system for vehicle tracking and traffic surveillance
    • DOI 10.1016/S0968-090X(98)00019-9, PII S0968090X98000199
    • B. Coifman, D. Beymer, and P. McLauchlan, "A real-time computer vision system for vehicle tracking and tracking surveillance," Transp. Res. Part C, Emerging Technol., vol. 6, no. 4, pp. 271-288, Aug. 1998. (Pubitemid 29229133)
    • (1998) Transportation Research Part C: Emerging Technologies , vol.6 , Issue.4 , pp. 271-288
    • Coifman, B.1    Beymer, D.2    McLauchlan, P.3    Malik, J.4
  • 30
    • 43249084257 scopus 로고    scopus 로고
    • Real-time vehicles tracking based on Kalman filter in an ITS
    • X. Zou, D. Li, and J. Liu, "Real-time vehicles tracking based on Kalman filter in an ITS," in Proc. Int. Symp. Photoelectron. Detection Imag., 2007, vol. SPIE 6623, p. 662 306.
    • (2007) Proc. Int. Symp. Photoelectron. Detection Imag. , vol.SPIE 6623 , Issue.306 , pp. 662
    • Zou, X.1    Li, D.2    Liu, J.3
  • 32
  • 33
    • 28044451749 scopus 로고    scopus 로고
    • MCMC-based particle filtering for tracking a variable number of interacting targets
    • DOI 10.1109/TPAMI.2005.223
    • Z. Khan, T. Balch, and F. Dellaert, "MCMC-based particle filtering for tracking a variable number of interacting targets," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 11, pp. 1805-1819, Nov. 2005. (Pubitemid 41685115)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.11 , pp. 1805-1819
    • Khan, Z.1    Balch, T.2    Dellaert, F.3
  • 34
    • 84861914933 scopus 로고    scopus 로고
    • Background subtraction fusing colour, intensity and edge cues
    • I. Huerta, D. Rowe, and M. Mozerov, "Background subtraction fusing colour, intensity and edge cues," in Proc. Conf. AMDO, 2008, vol. LNCS 5098, pp. 279-288.
    • (2008) Proc. Conf. AMDO , vol.LNCS 5098 , pp. 279-288
    • Huerta, I.1    Rowe, D.2    Mozerov, M.3
  • 35
    • 0006584239 scopus 로고
    • Watershed and skeleton by influence zones: A distance-based approach
    • Sep.
    • E. Preteux, "Watershed and skeleton by influence zones: A distance-based approach," J. Math. Imag. Vis., vol. 1, no. 3, pp. 239-255, Sep. 1992.
    • (1992) J. Math. Imag. Vis. , vol.1 , Issue.3 , pp. 239-255
    • Preteux, E.1
  • 36
    • 10844274765 scopus 로고    scopus 로고
    • Realization of the contrast limited adaptive histogram equalization (CLAHE) for real-time image enhancement
    • Aug.
    • A. M. Reza, "Realization of the contrast limited adaptive histogram equalization (CLAHE) for real-time image enhancement," J. Math. Imag. Vis., vol. 38, no. 1, pp. 35-44, Aug. 2004.
    • (2004) J. Math. Imag. Vis. , vol.38 , Issue.1 , pp. 35-44
    • Reza, A.M.1
  • 37
    • 0022267462 scopus 로고
    • Topological structural analysis of digitized binary images by border following
    • S. Suzuki and K. Be, "Topological structural analysis of digitized binary images by border following," Comput. Vis., Graph., Image Process., vol. 30, no. 1, pp. 32-46, 1985. (Pubitemid 15490080)
    • (1985) Computer Vision, Graphics, and Image Processing , vol.30 , Issue.1 , pp. 32-46
    • Suzuki Satoshi1    Abe Keiichi2
  • 41
    • 77953356397 scopus 로고    scopus 로고
    • Tracking of vehicle trajectory by combining a camera and a laser rangefinder
    • Apr.
    • Y. Goyat, T. Chateau, and L. Trassoudaine, "Tracking of vehicle trajectory by combining a camera and a laser rangefinder," Mach. Vis. Appl., vol. 21, no. 3, pp. 275-286, Apr. 2010.
    • (2010) Mach. Vis. Appl. , vol.21 , Issue.3 , pp. 275-286
    • Goyat, Y.1    Chateau, T.2    Trassoudaine, L.3


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