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Volumn 2351, Issue , 2003, Pages 93-108

Nonlinear shape statistics in mumford–shah based segmentation

Author keywords

Density estimation; Mercer kernels; Nonlinear statistics; Probabilistic kernel PCA; Segmentation; Shape learning; Variational methods

Indexed keywords

IMAGE SEGMENTATION; OBJECT RECOGNITION; STATISTICS; STOCHASTIC SYSTEMS;

EID: 84948994285     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-47967-8_7     Document Type: Conference Paper
Times cited : (57)

References (27)
  • 1
    • 0000874557 scopus 로고
    • Theoretical foundations of the potential function method in pattern recognition learning
    • M.A. Aizerman, E.M. Braverman, and L.I. Rozonoer. Theoretical foundations of the potential function method in pattern recognition learning. Automation and Remote Control, 25:821–837, 1964.
    • (1964) Automation and Remote Control , vol.25 , pp. 821-837
    • Aizerman, M.A.1    Braverman, E.M.2    Rozonoer, L.I.3
  • 3
    • 0032631689 scopus 로고    scopus 로고
    • Nonlinear modeling of scattered multivariate data and its application to shape change
    • B. Chalmond and S. C. Girard. Nonlinear modeling of scattered multivariate data and its application to shape change. IEEE PAMI, 21(5):422–432, 1999.
    • (1999) IEEE PAMI , vol.21 , Issue.5 , pp. 422-432
    • Chalmond, B.1    Girard, S.C.2
  • 4
    • 0011182147 scopus 로고
    • Active shape model search using local grey-level models: A quantitative evaluation
    • T. Cootes and C. Taylor. Active shape model search using local grey-level models: A quantitative evaluation. In J. Illingworth, editor, BMVC, pages 639–648, 1993.
    • (1993) J. Illingworth, Editor, BMVC , pp. 639-648
    • Cootes, T.1    Taylor, C.2
  • 5
    • 0033148228 scopus 로고    scopus 로고
    • A mixture model for representing shape variation
    • T.F. Cootes and C.J. Taylor. A mixture model for representing shape variation. Image and Vis. Comp., 17(8):567–574, 1999.
    • (1999) Image and Vis. Comp. , vol.17 , Issue.8 , pp. 567-574
    • Cootes, T.F.1    Taylor, C.J.2
  • 7
    • 84945269261 scopus 로고    scopus 로고
    • Nonlinear shape statistics via kernel spaces
    • In B. Radig and S. Florczyk, editors, Munich, Germany, Sept, Springer
    • D. Cremers, T. Kohlberger, and C. Schnörr. Nonlinear shape statistics via kernel spaces. In B. Radig and S. Florczyk, editors, Pattern Recognition, volume 2191 of LNCS, pages 269–276, Munich, Germany, Sept. 2001. Springer.
    • (2001) Pattern Recognition, Volume 2191 of LNCS , pp. 269-276
    • Cremers, D.1    Kohlberger, T.2    Schnörr, C.3
  • 8
    • 84967016941 scopus 로고    scopus 로고
    • Diffusion–snakes: Combining statistical shape knowledge and image information in a variational framework
    • Vancouver
    • D. Cremers, C. Schnörr, and J. Weickert. Diffusion–snakes: Combining statistical shape knowledge and image information in a variational framework. In IEEE First Workshop on Variational and Level Set Methods, pages 137–144, Vancouver, 2001.
    • (2001) IEEE First Workshop on Variational and Level Set Methods , pp. 137-144
    • Cremers, D.1    Schnörr, C.2    Weickert, J.3
  • 9
    • 84937393656 scopus 로고    scopus 로고
    • Diffusion–snakes using statistical shape knowledge
    • G. Sommer and Y.Y. Zeevi, editors, of LNCS, Kiel, Germany, Sept. 10–11, 2000. Springer
    • D. Cremers, C. Schnörr, J. Weickert, and C. Schellewald. Diffusion–snakes using statistical shape knowledge. In G. Sommer and Y.Y. Zeevi, editors, Algebraic Frames for the Perception-Action Cycle, volume 1888 of LNCS, pages 164–174, Kiel, Germany, Sept. 10–11, 2000. Springer.
    • Algebraic Frames for the Perception-Action Cycle , vol.1888 , pp. 164-174
    • Cremers, D.1    Schnörr, C.2    Weickert, J.3    Schellewald, C.4
  • 12
    • 0009406929 scopus 로고    scopus 로고
    • Automated pivot location for the cartesian-polar hybrid point distribution model
    • Edinburgh, UK
    • T. Heap and D. Hogg. Automated pivot location for the cartesian-polar hybrid point distribution model. In BMVC, pages 97–106, Edinburgh, UK, Sept. 1996.
    • (1996) BMVC , pp. 97-106
    • Heap, T.1    Hogg, D.2
  • 13
    • 0002451225 scopus 로고    scopus 로고
    • Improving specificity in pdms using a hierarchical approach
    • Colchester, UK
    • T. Heap and D. Hogg. Improving specificity in pdms using a hierarchical approach. In BMVC, Colchester, UK, 1997.
    • BMVC , pp. 1997
    • Heap, T.1    Hogg, D.2
  • 14
    • 0032075591 scopus 로고    scopus 로고
    • A hierarchical markov modeling approach for the segmentation and tracking of deformable shapes
    • C. Kervrann and F. Heitz. A hierarchical markov modeling approach for the segmentation and tracking of deformable shapes. Graphical Models and Image Processing, 60:173–195, 5 1998.
    • (1998) Graphical Models and Image Processing , vol.60 , Issue.5 , pp. 173-195
    • Kervrann, C.1    Heitz, F.2
  • 15
    • 0033682441 scopus 로고    scopus 로고
    • Statistical shape influence in geodesic active contours
    • Hilton Head Island, SC, June 13–15
    • M.E. Leventon, W.E.L. Grimson, and O. Faugeras. Statistical shape influence in geodesic active contours. In Proc. Conf. Computer Vis. and Pattern Recog., volume 1, pages 316–323, Hilton Head Island, SC, June 13–15, 2000.
    • (2000) Proc. Conf. Computer Vis. and Pattern Recog , vol.1 , pp. 316-323
    • Leventon, M.E.1    Grimson, W.2    Faugeras, O.3
  • 19
    • 0001473437 scopus 로고
    • On the estimation of a probability density function and the mode
    • E. Parzen. On the estimation of a probability density function and the mode. Annals of Mathematical Statistics, 33:1065–1076, 1962.
    • (1962) Annals of Mathematical Statistics , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 20
    • 0001529784 scopus 로고
    • Remarks on some nonparametric estimates of a density function
    • F. Rosenblatt. Remarks on some nonparametric estimates of a density function. Annals of Mathematical Statistics, 27:832–837, 1956.
    • (1956) Annals of Mathematical Statistics , vol.27 , pp. 832-837
    • Rosenblatt, F.1
  • 21
    • 84898929664 scopus 로고    scopus 로고
    • Em algorithms for PCA and SPCA
    • In M. Jordan, M. Kearns, and S. Solla, editors, Cambridge, MA, MIT Press
    • S. Roweis. Em algorithms for PCA and SPCA. In M. Jordan, M. Kearns, and S. Solla, editors, Advances in Neural Information Processing Systems 10, pages 626–632, Cambridge, MA, 1998. MIT Press.
    • (1998) Advances in Neural Information Processing Systems , vol.10 , pp. 626-632
    • Roweis, S.1
  • 22
    • 0001836232 scopus 로고    scopus 로고
    • Kernel PCA pattern reconstruction via approximate pre-images
    • In L. Niklasson, M. Boden, and T. Ziemke, editors, Berlin, Germany, Springer
    • B. Schölkopf, S. Mika, Smola A., G. Rätsch, and Müller K.-R. Kernel PCA pattern reconstruction via approximate pre-images. In L. Niklasson, M. Boden, and T. Ziemke, editors, ICANN, pages 147–152, Berlin, Germany, 1998. Springer.
    • (1998) ICANN , pp. 147-152
    • Schölkopf, B.1    Mika, S.2    Smola, A.3    Rätsch, G.4    Müller, K.-R.5
  • 23
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • B. Schölkopf, A. Smola, and K.-R. Müller. Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation, 10:1299–1319, 1998.
    • (1998) Neural Computation , vol.10 , pp. 1299-1319
    • Schölkopf, B.1    Smola, A.2    Müller, K.-R.3
  • 26
    • 0029358695 scopus 로고
    • Similarity and affine invariant distances between 2d point sets
    • M. Werman and D. Weinshall. Similarity and affine invariant distances between 2d point sets. IEEE PAMI, 17(8):810–814, 1995.
    • (1995) IEEE PAMI , vol.17 , Issue.8 , pp. 810-814
    • Werman, M.1    Weinshall, D.2
  • 27
    • 0030247213 scopus 로고    scopus 로고
    • Region competition: Unifying snakes, region growing, and Bayes/MDL for multiband image segmentation
    • S.C. Zhu and A. Yuille. Region competition: Unifying snakes, region growing, and Bayes/MDL for multiband image segmentation. IEEE PAMI, 18(9):884–900, 1996.
    • (1996) IEEE PAMI , vol.18 , Issue.9 , pp. 884-900
    • Zhu, S.C.1    Yuille, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.