메뉴 건너뛰기




Volumn 24, Issue 11, 2006, Pages 1218-1232

A comparison between feature-based and EM-based contour tracking

Author keywords

Active contour; EM algorithm; Empirical information matrix; Generative model; Kalman filter

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; FEATURE EXTRACTION; INFORMATION MANAGEMENT; KALMAN FILTERING; MATHEMATICAL MODELS; OPTIMIZATION;

EID: 33749248997     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2005.06.013     Document Type: Article
Times cited : (5)

References (38)
  • 4
    • 0033717069 scopus 로고    scopus 로고
    • Efficient deformable template detection and localization without user initialization
    • Coughlan J., Yuille A., English C., and Snow D. Efficient deformable template detection and localization without user initialization. Computer Vision and Image Understanding 78 3 (2000) 303-319
    • (2000) Computer Vision and Image Understanding , vol.78 , Issue.3 , pp. 303-319
    • Coughlan, J.1    Yuille, A.2    English, C.3    Snow, D.4
  • 5
    • 84995321238 scopus 로고    scopus 로고
    • H. Dahlkamp, A. Ottlik, H. Nagel, Comparison of edge-driven algorithms for model-based motion estimation, in: Proc. Workshop on Spatial Coherence for Visual Motion Analysis: SCVMA' 04, 2004.
  • 6
    • 35048831450 scopus 로고    scopus 로고
    • H. Dahlkamp, A.E.C. Pece, A. Ottlik, H.-H., Nagel, Differential analysis of two model-based vehicle tracking approaches, Pattern Recognition, Proceedings of the 26th DAGM Symposium, LNCS 3175, pp. 71-78, Springer, 2004.
  • 12
    • 0029752066 scopus 로고    scopus 로고
    • An active testing model for tracking roads in satellite images
    • Geman D., and Jedynak B. An active testing model for tracking roads in satellite images. IEEE Transactions on PAMI 18 1 (1996) 1-14
    • (1996) IEEE Transactions on PAMI , vol.18 , Issue.1 , pp. 1-14
    • Geman, D.1    Jedynak, B.2
  • 13
    • 3142768434 scopus 로고    scopus 로고
    • The contracting curve density algorithm: fitting parametric curve models to images using local self-adapting separation criteria
    • Hanek R., and Beetz M. The contracting curve density algorithm: fitting parametric curve models to images using local self-adapting separation criteria. International Journal of Computer Vision 59 3 (2004) 233-258
    • (2004) International Journal of Computer Vision , vol.59 , Issue.3 , pp. 233-258
    • Hanek, R.1    Beetz, M.2
  • 14
    • 84995344470 scopus 로고    scopus 로고
    • D.W. Hansen, A.E.C. Pece, Iris tracking with feature free contours, in: Proceedings of the workshop on Analysis and Modelling of Faces and Gestures: AMFG 2003, October 2003.
  • 17
    • 0002433921 scopus 로고
    • Tracking with rigid models
    • Blake A., and Yuille A. (Eds), MIT Press, Cambridge, MA
    • Harris C., and Harris C. Tracking with rigid models. In: Blake A., and Yuille A. (Eds). Active Vision (1992), MIT Press, Cambridge, MA 59-73
    • (1992) Active Vision , pp. 59-73
    • Harris, C.1    Harris, C.2
  • 18
    • 0032681789 scopus 로고    scopus 로고
    • J. Huang, D. Mumford. Statistics of natural images and models, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition: CVPR'99, vol. 1, 1999, pp. 541-547.
  • 20
    • 0023209061 scopus 로고    scopus 로고
    • M. Kass, A. Witkin, D. Terzopoulos. Snakes: active contour models, in Proceedings of the International Conference on Computer Vision: ICCV'97, 1987, pp. 259-268.
  • 21
    • 0031152923 scopus 로고    scopus 로고
    • 3D pose estimation by directly matching polyhedral models to gray value gradients
    • Kollnig H., and Nagel H.-H. 3D pose estimation by directly matching polyhedral models to gray value gradients. International Journal of Computer Vision 23 3 (1997) 283-302
    • (1997) International Journal of Computer Vision , vol.23 , Issue.3 , pp. 283-302
    • Kollnig, H.1    Nagel, H.-H.2
  • 22
    • 0032655028 scopus 로고    scopus 로고
    • H. Leuck, H-H. Nagel. Automatic differentiation facilitates OF-integration into steering-angle-based road vehicle tracking, in: Proceedings of the International Conference on Computer Vision and Pattern Recognition: CVPR'99, vol. 2, 1999, pp. 360-365.
  • 23
    • 0032321325 scopus 로고    scopus 로고
    • J. MacCormick, A. Blake. A probabilistic contour discriminant for object localisation, in Proc. International Conference on Computer Vision: ICCV'98, 1998, pp. 390-395.
  • 27
    • 0037199031 scopus 로고    scopus 로고
    • Generative-model-based tracking by cluster analysis of image differences
    • Pece A.E.C. Generative-model-based tracking by cluster analysis of image differences. Robotics and Autonomous Systems 39 3-4 (2002) 181-194
    • (2002) Robotics and Autonomous Systems , vol.39 , Issue.3-4 , pp. 181-194
    • Pece, A.E.C.1
  • 28
    • 84995335263 scopus 로고    scopus 로고
    • A.E.C. Pece. The Kalman-EM contour tracker, in Proceedings of the Third Workshop on Statistical and Computational Theories of Vision: SCTV, 2003.
  • 29
    • 84995321241 scopus 로고    scopus 로고
    • A.E.C. Pece. Contour tracking based on marginalized likelihood ratios. Image and Vision Computing, in press.
  • 30
    • 0032089816 scopus 로고    scopus 로고
    • A statistically-based Newton method for pose refinement
    • Pece A.E.C., and Worrall D. A statistically-based Newton method for pose refinement. Image and Vision Computing 16 8 (1998) 541-544
    • (1998) Image and Vision Computing , vol.16 , Issue.8 , pp. 541-544
    • Pece, A.E.C.1    Worrall, D.2
  • 33
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood and the EM algorithm
    • Redner R.A., and Walker F. Mixture densities, maximum likelihood and the EM algorithm. SIAM Review 26 (1984) 195-239
    • (1984) SIAM Review , vol.26 , pp. 195-239
    • Redner, R.A.1    Walker, F.2
  • 34
    • 0141519262 scopus 로고    scopus 로고
    • Learning the statistics of people in images and video
    • Sidenbladh H., and Black J. Learning the statistics of people in images and video. International Journal of Computer Vision 54 1/2/3 (2003) 183-209
    • (2003) International Journal of Computer Vision , vol.54 , Issue.1-2 -3 , pp. 183-209
    • Sidenbladh, H.1    Black, J.2
  • 35
    • 84995321239 scopus 로고    scopus 로고
    • R.S. Stephens, Real-time 3D object tracking. In Proceedings of the Alvey Vision Conference, pp. 85-90, 1989.
  • 37
    • 84995344002 scopus 로고    scopus 로고
    • A.D. Worrall, J.M. Ferryman, G.D. Sullivan, D. Baker. Pose and structure recovery using active models, in Proceedings of the British Machine Vision Conference: BMVC'95, 1995, pp. 137-146.
  • 38
    • 0033876561 scopus 로고    scopus 로고
    • Fundamental limits of Bayesian inference: order parameters and phase transitions for road tracking
    • Yuille A.L., and Coughlan M. Fundamental limits of Bayesian inference: order parameters and phase transitions for road tracking. IEEE Transactions on PAMI 22 2 (2000) 160-173
    • (2000) IEEE Transactions on PAMI , vol.22 , Issue.2 , pp. 160-173
    • Yuille, A.L.1    Coughlan, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.