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Volumn 32, Issue 12, 2010, Pages 2262-2275

Point set registration: Coherent point drifts

Author keywords

alignment; coherence; Coherent Point Drift (CPD); correspondence; EM algorithm; Gaussian mixture model (GMM); matching; nonrigid; point sets; Registration; regularization; rigid

Indexed keywords

COHERENCE; COHERENT POINT DRIFT (CPD); CORRESPONDENCE; EM ALGORITHMS; GAUSSIAN MIXTURE MODEL; MATCHING; NONRIGID; POINT SET; REGISTRATION; REGULARIZATION; RIGID;

EID: 78049528457     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2010.46     Document Type: Article
Times cited : (2608)

References (49)
  • 2
    • 0028515989 scopus 로고
    • Iterative point matching for registration of free-form curves and surfaces
    • Oct.
    • Z. Zhang, "Iterative Point Matching for Registration of Free-Form Curves and Surfaces," Int'l J. Computer Vision, vol. 13, no. 2, pp. 119-152, Oct. 1994.
    • (1994) Int'l J. Computer Vision , vol.13 , Issue.2 , pp. 119-152
    • Zhang, Z.1
  • 3
    • 0345377801 scopus 로고    scopus 로고
    • Robust registration of 2D and 3D point sets
    • A.W. Fitzgibbon, "Robust Registration of 2D and 3D Point Sets," Image and Vision Computing, vol. 21, pp. 1145-1153, 2003.
    • (2003) Image and Vision Computing , vol.21 , pp. 1145-1153
    • Fitzgibbon, A.W.1
  • 6
    • 0035481405 scopus 로고    scopus 로고
    • Structural graph matching using the em algorithm and singular value decomposition
    • Oct.
    • B. Luo and E.R. Hancock, "Structural Graph Matching Using the EM Algorithm and Singular Value Decomposition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 10, pp. 1120-1136, Oct. 2001.
    • (2001) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.23 , Issue.10 , pp. 1120-1136
    • Luo, B.1    Hancock, E.R.2
  • 8
    • 0042904903 scopus 로고    scopus 로고
    • A new point matching algorithm for non-rigid registration
    • Feb.
    • H. Chui and A. Rangarajan, "A New Point Matching Algorithm for Non-Rigid Registration," Computer Vision and Image Understanding, vol. 89, nos. 2/3, pp. 114-141, Feb. 2003.
    • (2003) Computer Vision and Image Understanding , vol.89 , Issue.2-3 , pp. 114-141
    • Chui, H.1    Rangarajan, A.2
  • 10
    • 0029309296 scopus 로고
    • On the problem of correspondence in range data and some inelastic uses for elastic nets
    • May
    • A. Joshi and C.-H. Lee, "On the Problem of Correspondence in Range Data and Some Inelastic Uses for Elastic Nets," IEEE Trans. Neural Networks, vol. 6, no. 3, pp. 716-723, May 1995.
    • (1995) IEEE Trans. Neural Networks , vol.6 , Issue.3 , pp. 716-723
    • Joshi, A.1    Lee, C.-H.2
  • 11
    • 0030674039 scopus 로고    scopus 로고
    • Statistical approaches to feature-based object recognition
    • Jan.
    • W.M. Wells, "Statistical Approaches to Feature-Based Object Recognition," Int'l J. Computer Vision, vol. 22, nos. 1/2, pp. 63-98, Jan. 1997.
    • (1997) Int'l J. Computer Vision , vol.22 , Issue.1-2 , pp. 63-98
    • Wells, W.M.1
  • 13
    • 0242271359 scopus 로고    scopus 로고
    • A unified framework for alignment and correspondence
    • B. Luo and E.R. Hancock, "A Unified Framework for Alignment and Correspondence," Computer Vision and Image Understanding, vol. 92, no. 1, pp. 26-55, 2003.
    • (2003) Computer Vision and Image Understanding , vol.92 , Issue.1 , pp. 26-55
    • Luo, B.1    Hancock, E.R.2
  • 22
    • 34250830971 scopus 로고
    • Principal warps: Thin-plate splines and the decomposition of deformationS
    • June
    • F.L. Bookstein, "Principal Warps: Thin-Plate Splines and the Decomposition of Deformations," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 11, no. 6, pp. 567-585, June 1989.
    • (1989) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.11 , Issue.6 , pp. 567-585
    • Bookstein, F.L.1
  • 23
    • 35048880786 scopus 로고    scopus 로고
    • A correlation-based approach to robust point set registration
    • Y. Tsin and T. Kanade, "A Correlation-Based Approach to Robust Point Set Registration," Proc. Eighth European Conf. Computer Vision, vol. 3, pp. 558-569, 2004.
    • (2004) Proc. Eighth European Conf. Computer Vision , vol.3 , pp. 558-569
    • Tsin, Y.1    Kanade, T.2
  • 24
    • 33745875649 scopus 로고    scopus 로고
    • A robust algorithm for point set registration using mixture of gaussians
    • Oct.
    • B. Jian and B.C. Vemuri, "A Robust Algorithm for Point Set Registration Using Mixture of Gaussians," Proc. 10th IEEE Int'l Conf. Computer Vision, vol. 2, pp. 1246-1251, Oct. 2005.
    • (2005) Proc. 10th IEEE Int'l Conf. Computer Vision , vol.2 , pp. 1246-1251
    • Jian, B.1    Vemuri, B.C.2
  • 25
    • 33748170722 scopus 로고    scopus 로고
    • Shape registration in implicit spaces using information theory and free form deformations
    • Aug.
    • X. Huang, N. Paragios, and D.N. Metaxas, "Shape Registration in Implicit Spaces Using Information Theory and Free Form Deformations," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 28, no. 8, pp. 1303-1318, Aug. 2006.
    • (2006) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.28 , Issue.8 , pp. 1303-1318
    • Huang, X.1    Paragios, N.2    Metaxas, D.N.3
  • 28
    • 0000860704 scopus 로고
    • A mathematical analysis of the motion coherence theory
    • June
    • A.L. Yuille and N.M. Grzywacz, "A Mathematical Analysis of the Motion Coherence Theory," Int'l J. Computer Vision, vol. 3, no. 2, pp. 155-175, June 1989.
    • (1989) Int'l J. Computer Vision , vol.3 , Issue.2 , pp. 155-175
    • Yuille, A.L.1    Grzywacz, N.M.2
  • 32
    • 0026137964 scopus 로고
    • Least-squares estimation of transformation parameters between two point patterns
    • Apr.
    • S. Umeyama, "Least-Squares Estimation of Transformation Parameters Between Two Point Patterns," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 13, no. 4, pp. 376-380, Apr. 1991.
    • (1991) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.13 , Issue.4 , pp. 376-380
    • Umeyama, S.1
  • 33
    • 77956381842 scopus 로고    scopus 로고
    • On the closed-form solution of the rotation matrix arising in computer vision problems
    • arXiv:0904.1613v1, Oregon Health and Science Univ.
    • A. Myronenko and X. Song, "On the Closed-Form Solution of the Rotation Matrix Arising in Computer Vision Problems," Technical Report arXiv:0904.1613v1, Oregon Health and Science Univ., 2009.
    • (2009) Technical Report
    • Myronenko, A.1    Song, X.2
  • 34
    • 0037028849 scopus 로고    scopus 로고
    • Iterative procrustes alignment with the em algorithm
    • Apr.
    • B. Luo and E.R. Hancock, "Iterative Procrustes Alignment with the EM Algorithm," Image and Vision Computing, vol. 20, nos. 5/6, pp. 377-396, Apr. 2002.
    • (2002) Image and Vision Computing , vol.20 , Issue.5-6 , pp. 377-396
    • Luo, B.1    Hancock, E.R.2
  • 36
    • 0040675320 scopus 로고    scopus 로고
    • On different facets of regularization theory
    • Z. Chen and S. Haykin, "On Different Facets of Regularization Theory," Neural Computation, vol. 14, no. 12, pp. 2791-2846, 2002.
    • (2002) Neural Computation , vol.14 , Issue.12 , pp. 2791-2846
    • Chen, Z.1    Haykin, S.2
  • 38
    • 0001219859 scopus 로고
    • Regularization theory and neural networks architectures
    • F. Girosi, M. Jones, and T. Poggio, "Regularization Theory and Neural Networks Architectures," Neural Computation, vol. 7, no. 2, pp. 219-269, 1995.
    • (1995) Neural Computation , vol.7 , Issue.2 , pp. 219-269
    • Girosi, F.1    Jones, M.2    Poggio, T.3
  • 39
    • 0015000439 scopus 로고
    • Some results on tchebycheffian spline functions
    • G. Kimeldorf and G. Wahba, "Some Results on Tchebycheffian Spline Functions," J. Math. Analysis and Applications, vol. 33, no. 1, pp. 82-95, 1971.
    • (1971) J. Math. Analysis and Applications , vol.33 , Issue.1 , pp. 82-95
    • Kimeldorf, G.1    Wahba, G.2
  • 40
    • 0002788893 scopus 로고    scopus 로고
    • A view of the em algorithm that justifies incremental, sparse, and other variants
    • M.I. Jordan, ed. Kluwer Academic Publishers
    • R.M. Neal and G.E. Hinton, "A View of the EM Algorithm that Justifies Incremental, Sparse, and Other Variants," Learning in Graphical Models, M.I. Jordan, ed., Kluwer Academic Publishers, 1998.
    • (1998) Learning in Graphical Models
    • Neal, R.M.1    Hinton, G.E.2
  • 41
    • 0001935440 scopus 로고
    • Splines minimizing rotation-invariant semi-norms in sobolev spaces
    • Springer
    • J. Duchon, "Splines Minimizing Rotation-Invariant Semi-Norms in Sobolev Spaces," Constructive Theory of Functions of Several Variables, vol. 571, pp. 85-100, Springer, 1977.
    • (1977) Constructive Theory of Functions of Several Variables , vol.571 , pp. 85-100
    • Duchon, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.