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Volumn 12, Issue 1, 2011, Pages 284-290

Scale-adaptive spatial appearance feature density approximation for object tracking

Author keywords

Gaussian mixture model (GMM); image cue; object appearance representation; tracking; traffic surveillance

Indexed keywords

GAUSSIAN MIXTURE MODEL; IMAGE CUE; OBJECT APPEARANCE REPRESENTATION; TRACKING; TRAFFIC SURVEILLANCE;

EID: 79952072338     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2010.2090871     Document Type: Article
Times cited : (14)

References (35)
  • 1
    • 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, P. McLauchlan, and J. Malik, "A real-time computer vision system for vehicle tracking and traffic surveillance," Transp. Res.: Part C, 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
  • 2
    • 0347771137 scopus 로고    scopus 로고
    • Content-based event retrieval using semantic scene interpretation for automated traffic surveillance
    • Sep.
    • Y. K. Jung, K. W. Lee, and Y. S. Ho, "Content-based event retrieval using semantic scene interpretation for automated traffic surveillance," IEEE Trans. Intell. Transp. Syst., vol. 2, no. 3, pp. 151-163, Sep. 2001.
    • (2001) IEEE Trans. Intell. Transp. Syst. , vol.2 , Issue.3 , pp. 151-163
    • Jung, Y.K.1    Lee, K.W.2    Ho, Y.S.3
  • 3
    • 2942594628 scopus 로고    scopus 로고
    • Traffic accident prediction using 3-D model-based vehicle tracking
    • May
    • W. M. Hu, X. J. Xiao, D. Xie, T. Tan, and S. Maybank, "Traffic accident prediction using 3-D model-based vehicle tracking," IEEE Trans. Veh. Technol., vol. 53, no. 3, pp. 677-694, May 2004.
    • (2004) IEEE Trans. Veh. Technol. , vol.53 , Issue.3 , pp. 677-694
    • Hu, W.M.1    Xiao, X.J.2    Xie, D.3    Tan, T.4    Maybank, S.5
  • 5
    • 72649096732 scopus 로고    scopus 로고
    • Learning to recognize video-based spatiotemporal events
    • Dec.
    • H. Veeraraghavan and N. P. Papanikolopoulos, "Learning to recognize video-based spatiotemporal events," IEEE Trans. Intell. Transp. Syst., vol. 10, no. 4, pp. 628-638, Dec. 2009.
    • (2009) IEEE Trans. Intell. Transp. Syst. , vol.10 , Issue.4 , pp. 628-638
    • Veeraraghavan, H.1    Papanikolopoulos, N.P.2
  • 6
    • 50649107683 scopus 로고    scopus 로고
    • Learning, modeling, and classification of vehicle track patterns from live video
    • Sep.
    • B. T.Morris and M. M. Trivedi, "Learning, modeling, and classification of vehicle track patterns from live video," IEEE Trans. Intell. Transp. Syst., vol. 9, no. 3, pp. 425-437, Sep. 2008.
    • (2008) IEEE Trans. Intell. Transp. Syst. , vol.9 , Issue.3 , pp. 425-437
    • Morris, B.T.1    Trivedi, M.M.2
  • 7
    • 72649092893 scopus 로고    scopus 로고
    • Estimating the driving state of oncoming vehicles from a moving platform using stereo vision
    • Dec.
    • A. Barth and U. Franke, "Estimating the driving state of oncoming vehicles from a moving platform using stereo vision," IEEE Trans. Intell. Transp. Syst., vol. 10, no. 4, pp. 560-571, Dec. 2009.
    • (2009) IEEE Trans. Intell. Transp. Syst. , vol.10 , Issue.4 , pp. 560-571
    • Barth, A.1    Franke, U.2
  • 8
    • 67650227468 scopus 로고    scopus 로고
    • Real-time pedestrian detection and tracking at nighttime for driver-assistance systems
    • Jun.
    • J. Ge, Y. Luo, and G. Tei, "Real-time pedestrian detection and tracking at nighttime for driver-assistance systems," IEEE Trans. Intell. Transp. Syst., vol. 10, no. 2, pp. 283-298, Jun. 2009.
    • (2009) IEEE Trans. Intell. Transp. Syst. , vol.10 , Issue.2 , pp. 283-298
    • Ge, J.1    Luo, Y.2    Tei, G.3
  • 10
    • 1242277316 scopus 로고    scopus 로고
    • Learning-based spatio-temporal vehicle tracking and indexing for transportation multimedia database systems
    • DOI 10.1109/TITS.2003.821290
    • S.-C. Chen, M.-L. Shyu, S. Peeta, and C. Zhang, "Learning-based spatio-temporal vehicle tracking and indexing for transportation multimedia database systems," IEEE Trans. Intell. Transp. Syst., vol. 4, no. 3, pp. 154-167, Sep. 2003. (Pubitemid 38237484)
    • (2003) IEEE Transactions on Intelligent Transportation Systems , vol.4 , Issue.3 , pp. 154-167
    • Chen, S.-C.1    Shyu, M.-L.2    Peeta, S.3    Zhang, C.4
  • 12
    • 33746632635 scopus 로고    scopus 로고
    • Automatic traffic surveillance system for vehicle tracking and classification
    • Jun.
    • J.-W. Hsieh, S.-H. Yu, Y.-S. Chen, and W.-F. Hu, "Automatic traffic surveillance system for vehicle tracking and classification," IEEE Trans. Intell. Transp. Syst., vol. 7, no. 2, pp. 175-187, Jun. 2006.
    • (2006) IEEE Trans. Intell. Transp. Syst. , vol.7 , Issue.2 , pp. 175-187
    • Hsieh, J.-W.1    Yu, S.-H.2    Chen, Y.-S.3    Hu, W.-F.4
  • 13
    • 40349116320 scopus 로고    scopus 로고
    • Real-time incremental segmentation and tracking of vehicles at low camera angles using stable features
    • Mar.
    • N. K. Kanhere and S. T. Birchfield, "Real-time incremental segmentation and tracking of vehicles at low camera angles using stable features," IEEE Trans. Intell. Transp. Syst., vol. 9, no. 1, pp. 148-160, Mar. 2008.
    • (2008) IEEE Trans. Intell. Transp. Syst. , vol.9 , Issue.1 , pp. 148-160
    • Kanhere, N.K.1    Birchfield, S.T.2
  • 14
    • 4544342966 scopus 로고    scopus 로고
    • A novel method for resolving vehicle occlusion in a monocular traffic-image sequence
    • Sep.
    • C. C. C. Pang, W. W. L. Lam, and N. H. C. Yung, "A novel method for resolving vehicle occlusion in a monocular traffic-image sequence," IEEE Trans. Intell. Transp. Syst., vol. 5, no. 3, pp. 129-141, Sep. 2004.
    • (2004) IEEE Trans. Intell. Transp. Syst. , vol.5 , Issue.3 , pp. 129-141
    • Pang, C.C.C.1    Lam, W.W.L.2    Yung, N.H.C.3
  • 15
    • 0344982859 scopus 로고    scopus 로고
    • Fast vehicle detection with probabilistic feature grouping and its application to vehicle tracking
    • Nice, France, Oct.
    • Z. Kim and J. Malik, "Fast vehicle detection with probabilistic feature grouping and its application to vehicle tracking," in Proc. IEEE 9th ICCV, Nice, France, Oct. 2003, pp. 524-531.
    • (2003) Proc. IEEE 9th ICCV , pp. 524-531
    • Kim, Z.1    Malik, J.2
  • 18
    • 39749173057 scopus 로고    scopus 로고
    • Incremental learning for robust visual tracking
    • DOI 10.1007/s11263-007-0075-7, Special issue on Machine Learning for Vision, Guest Editors: William Freeman, Pietro Perona and Bernhard Scholkopf
    • D. A. Ross, J. Lim, R.-S. Lin, and M.-H. Yang, "Incremental learning for robust visual tracking," Int. J. Comput. Vis., vol. 77, no. 1-3, pp. 125-141, May 2008. (Pubitemid 351294740)
    • (2008) International Journal of Computer Vision , vol.77 , Issue.1-3 , pp. 125-141
    • Ross, D.A.1    Lim, J.2    Lin, R.-S.3    Yang, M.-H.4
  • 19
    • 40349102102 scopus 로고    scopus 로고
    • Automatic vehicle detection using local features - A statistical approach
    • DOI 10.1109/TITS.2007.908572, 4459098
    • C.-C. R. Wang and J.-J. J. Lien, "Automatic vehicle detection using local features-A statistical approach," IEEE Trans. Intell. Transp. Syst., vol. 9, no. 1, pp. 83-96, Mar. 2008. (Pubitemid 351337433)
    • (2008) IEEE Transactions on Intelligent Transportation Systems , vol.9 , Issue.1 , pp. 83-96
    • Wang, C.-C.R.1    Lien, J.-J.J.2
  • 20
    • 10644231951 scopus 로고    scopus 로고
    • Stochastic car tracking with line- and color-based features
    • Dec.
    • T. Xiong and C. Debrunner, "Stochastic car tracking with line- and color-based features," IEEE Trans. Intell. Transp. Syst., vol. 5, no. 4, pp. 324-328, Dec. 2004.
    • (2004) IEEE Trans. Intell. Transp. Syst. , vol.5 , Issue.4 , pp. 324-328
    • Xiong, T.1    Debrunner, C.2
  • 21
    • 45249085466 scopus 로고    scopus 로고
    • Pedestrian detection and tracking using a mixture of view-based shape-texture models
    • Jun.
    • S. Munder, C. Schnörr, and D. M. Gavrila, "Pedestrian detection and tracking using a mixture of view-based shape-texture models," IEEE Trans. Intell. Transp. Syst., vol. 9, no. 2, pp. 333-343, Jun. 2008.
    • (2008) IEEE Trans. Intell. Transp. Syst. , vol.9 , Issue.2 , pp. 333-343
    • Munder, S.1    Schnörr, C.2    Gavrila, D.M.3
  • 23
    • 77953123083 scopus 로고    scopus 로고
    • A general active-learning framework for on-road vehicle recognition and tracking
    • Jun.
    • S. Sivaraman and M. M. Trivedi, "A general active-learning framework for on-road vehicle recognition and tracking," IEEE Trans. Intell. Transp. Syst., vol. 11, no. 2, pp. 267-276, Jun. 2010.
    • (2010) IEEE Trans. Intell. Transp. Syst. , vol.11 , Issue.2 , pp. 267-276
    • Sivaraman, S.1    Trivedi, M.M.2
  • 24
    • 77953119665 scopus 로고    scopus 로고
    • Rear-lamp vehicle detection and tracking in low-exposure color video for night conditions
    • Jun.
    • R. O'Malley, E. Jones, and M. Glavin, "Rear-lamp vehicle detection and tracking in low-exposure color video for night conditions," IEEE Trans. Intell. Transp. Syst., vol. 11, no. 2, pp. 453-462, Jun. 2010.
    • (2010) IEEE Trans. Intell. Transp. Syst. , vol.11 , Issue.2 , pp. 453-462
    • O'Malley, R.1    Jones, E.2    Glavin, M.3
  • 25
    • 77649275523 scopus 로고    scopus 로고
    • On exploration of classifier ensemble synergism in pedestrian detection
    • Mar.
    • L. Oliveira, U. Nunes, and P. Peixoto, "On exploration of classifier ensemble synergism in pedestrian detection," IEEE Trans. Intell. Transp. Syst., vol. 11, no. 1, pp. 16-27, Mar. 2010.
    • (2010) IEEE Trans. Intell. Transp. Syst. , vol.11 , Issue.1 , pp. 16-27
    • Oliveira, L.1    Nunes, U.2    Peixoto, P.3
  • 27
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the em algorithm
    • A. P. Dempster, N.M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. R. Stat. Soc., Ser. B, vol. 39, no. 1, pp. 1-38, 1977.
    • (1977) J. R. Stat. Soc., Ser. B , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 28
    • 45349101870 scopus 로고    scopus 로고
    • Sequential kernel density approximation and its application to real-time visual tracking
    • Jul.
    • B. Han, D. Comaniciu, Y. Zhu, and L. S. Davis, "Sequential kernel density approximation and its application to real-time visual tracking," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 7, pp. 1186-1197, Jul. 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.7 , pp. 1186-1197
    • Han, B.1    Comaniciu, D.2    Zhu, Y.3    Davis, L.S.4
  • 31
    • 0042941939 scopus 로고    scopus 로고
    • Mean-shift blob tracking through scale space
    • Madison, WI
    • R. Collins, "Mean-shift blob tracking through scale space," in Proc. IEEE Conf. CVPR, Madison, WI, 2003, pp. 234-240.
    • (2003) Proc. IEEE Conf. CVPR , pp. 234-240
    • Collins, R.1
  • 32
    • 5044222503 scopus 로고    scopus 로고
    • An EM-like algorithm for color-histogrambased object tracking
    • Washington, DC
    • Z. Zivkovic and B. Kröse, "An EM-like algorithm for color-histogrambased object tracking," in Proc. IEEE Conf. CVPR, Washington, DC, 2004, pp. 798-803.
    • (2004) Proc. IEEE Conf. CVPR , pp. 798-803
    • Zivkovic, Z.1    Kröse, B.2
  • 34
    • 0035507681 scopus 로고    scopus 로고
    • Saliency, scale and image description
    • DOI 10.1023/A:1012460413855
    • T. Kadir and M. Brady, "Saliency, scale and image description," Int. J. Comput. Vis., vol. 45, no. 2, pp. 83-105, Nov. 2001. (Pubitemid 33125858)
    • (2001) International Journal of Computer Vision , vol.45 , Issue.2 , pp. 83-105
    • Kadir, T.1    Brady, M.2
  • 35
    • 33749629103 scopus 로고    scopus 로고
    • Multi-part target representation for color tracking
    • DOI 10.1109/ICIP.2005.1529854, 1529854, IEEE International Conference on Image Processing 2005, ICIP 2005
    • E. Maggio and A. Cavallaro, "Multi-part target representation for colour tracking," in Proc. IEEE ICIP, Genoa, Italy, 2005, pp. 729-732. (Pubitemid 44538741)
    • (2005) Proceedings - International Conference on Image Processing, ICIP , vol.1 , pp. 729-732
    • Maggio, E.1    Cavallaro, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.