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Volumn 63, Issue 5, 2015, Pages 1115-1129

Robust L2E estimation of transformation for non-rigid registration

Author keywords

Dense correspondence; L2E estimator; non rigid; outlier; registration; regularization

Indexed keywords

ALGORITHMS; IMAGE MATCHING; IMAGE REGISTRATION; ITERATIVE METHODS; STATISTICS;

EID: 84922569289     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2014.2388434     Document Type: Article
Times cited : (297)

References (61)
  • 1
    • 0026967479 scopus 로고
    • A survey of image registration techniques
    • L. G. Brown, "A survey of image registration techniques," ACM Comput. Surv., vol. 24, no. 4, pp. 325-376, 1992.
    • (1992) ACM Comput. Surv. , vol.24 , Issue.4 , pp. 325-376
    • Brown, L.G.1
  • 3
    • 0042904903 scopus 로고    scopus 로고
    • A new point matching algorithm for non-rigid registration
    • H. Chui and A. Rangarajan, "A new point matching algorithm for non-rigid registration," Comput. Vis. Image Understand., vol. 89, pp. 114-141, 2003.
    • (2003) Comput. Vis. Image Understand. , vol.89 , pp. 114-141
    • Chui, H.1    Rangarajan, A.2
  • 4
    • 79953049203 scopus 로고    scopus 로고
    • SIFT flow: Dense correspondence across scenes and its applications
    • C. Liu, J. Yuen, and A. Torralba, "SIFT flow: Dense correspondence across scenes and its applications," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 5, pp. 978-994, 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.5 , pp. 978-994
    • Liu, C.1    Yuen, J.2    Torralba, A.3
  • 5
    • 0036537472 scopus 로고    scopus 로고
    • A taxonomy and evaluation of dense two-frame stereo correspondence algorithms
    • D. Scharstein and R. Szeliski, "A taxonomy and evaluation of dense two-frame stereo correspondence algorithms," Int. J. Comput. Vis., vol. 47, no. 1, pp. 7-42, 2002.
    • (2002) Int. J. Comput. Vis. , vol.47 , Issue.1 , pp. 7-42
    • Scharstein, D.1    Szeliski, R.2
  • 6
    • 0019647180 scopus 로고
    • An iterative image registration technique with an application to stereo vision
    • B. D. Lucas T. Kanade, "An iterative image registration technique with an application to stereo vision," in Proc. Int. Joint Conf. Artif. Intell., 1981, pp. 674-679.
    • (1981) Proc. Int. Joint Conf. Artif. Intell. , pp. 674-679
    • Lucas, B.D.1    Kanade, T.2
  • 7
    • 0019698606 scopus 로고
    • Determining optical flow
    • B. K. P. Horn and B. G. Schunck, "Determining optical flow," Artif. intell., vol. 17, no. 1, pp. 185-203, 1981.
    • (1981) Artif. Intell. , vol.17 , Issue.1 , pp. 185-203
    • Horn, B.K.P.1    Schunck, B.G.2
  • 8
    • 4644354464 scopus 로고    scopus 로고
    • Pictorial structures for object recognition
    • P. F. Felzenszwalb and D. P. Huttenlocher, "Pictorial structures for object recognition," Int. J. Comput. Vis., vol. 61, no. 1, pp. 55-79, 2005.
    • (2005) Int. J. Comput. Vis. , vol.61 , Issue.1 , pp. 55-79
    • Felzenszwalb, P.F.1    Huttenlocher, D.P.2
  • 9
    • 0345377801 scopus 로고    scopus 로고
    • Robust registration of 2Dand 3D point sets
    • A.W. Fitzgibbon, "Robust registration of 2Dand 3D point sets," Image Vis. Comput., vol. 21, pp. 1145-1153, 2003.
    • (2003) Image Vis. Comput. , vol.21 , pp. 1145-1153
    • Fitzgibbon, A.W.1
  • 11
    • 0035481405 scopus 로고    scopus 로고
    • Structural graph matching using theEMalgorithm and singular value decomposition
    • B. Luo and E. R. Hancock, "Structural graph matching using theEMalgorithm and singular value decomposition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 10, pp. 1120-1136, 2001.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell. , vol.23 , Issue.10 , pp. 1120-1136
    • Luo, B.1    Hancock, E.R.2
  • 12
    • 0036538619 scopus 로고    scopus 로고
    • Shape matching and object recognition using shape contexts
    • S. Belongie, J. Malik, and J. Puzicha, "Shape matching and object recognition using shape contexts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 24, pp. 509-522, 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.24 , pp. 509-522
    • Belongie, S.1    Malik, J.2    Puzicha, J.3
  • 13
    • 0035419755 scopus 로고    scopus 로고
    • Parametric statistical modeling by minimum integrated square error
    • D. W. Scott, "Parametric statistical modeling by minimum integrated square error," Technometrics, vol. 43, no. 3, pp. 274-285, 2001.
    • (2001) Technometrics , vol.43 , Issue.3 , pp. 274-285
    • Scott, D.W.1
  • 14
    • 0001640740 scopus 로고    scopus 로고
    • Robust and efficient estimation by minimising a density power divergence
    • A.Basu, I. R. Harris,N.L.Hjort, andM. C. Jones, "Robust and efficient estimation by minimising a density power divergence," Biometrika, vol. 85, no. 3, pp. 549-559, 1998.
    • (1998) Biometrika , vol.85 , Issue.3 , pp. 549-559
    • Basu, A.1    Harris, I.R.2    Hjort, N.L.3    Jones, M.C.4
  • 15
    • 5844297152 scopus 로고
    • Theory of reproducing kernels
    • N. Aronszajn, "Theory of reproducing kernels," Trans. Amer. Math. Soc., vol. 68, no. 3, pp. 337-404, 1950.
    • (1950) Trans. Amer. Math. Soc. , vol.68 , Issue.3 , pp. 337-404
    • Aronszajn, N.1
  • 16
    • 0043237770 scopus 로고    scopus 로고
    • Image registration methods: A survey
    • B. Zitová and J. Flusser, "Image registration methods: A survey," Image Vis. Comput., vol. 21, pp. 977-1000, 2003.
    • (2003) Image Vis. Comput. , vol.21 , pp. 977-1000
    • Zitová, B.1    Flusser, J.2
  • 18
    • 0019574599 scopus 로고
    • Random sample consensus: A paradigm for model fitting with application to image analysis and automated cartography
    • M. A. Fischler and R. C. Bolles, "Random sample consensus: A paradigm for model fitting with application to image analysis and automated cartography," Commun. ACM, vol. 24, no. 6, pp. 381-395, 1981.
    • (1981) Commun. ACM , vol.24 , Issue.6 , pp. 381-395
    • Fischler, M.A.1    Bolles, R.C.2
  • 19
    • 0033894631 scopus 로고    scopus 로고
    • MLESAC: A new robust estimator with application to estimating image geometry
    • P. H. S. Torr and A. Zisserman, "MLESAC: A new robust estimator with application to estimating image geometry," Comput. Vis. Image Understand., vol. 78, no. 1, pp. 138-156, 2000.
    • (2000) Comput. Vis. Image Understand. , vol.78 , Issue.1 , pp. 138-156
    • Torr, P.H.S.1    Zisserman, A.2
  • 22
    • 0002595644 scopus 로고
    • Generalized deformable models, statistical physics, matching problems
    • A. L. Yuille, "Generalized deformable models, statistical physics, matching problems," Neural Comput., vol. 2, no. 1, pp. 1-24, 1990.
    • (1990) Neural Comput. , vol.2 , Issue.1 , pp. 1-24
    • Yuille, A.L.1
  • 24
    • 78049528457 scopus 로고    scopus 로고
    • Point set registration: Coherent point drift
    • A. Myronenko and X. Song, "Point set registration: Coherent point drift," IEEE Trans. Pattern Anal. Mach. Intell. , vol. 32, no. 12, pp. 2262-2275, 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.12 , pp. 2262-2275
    • Myronenko, A.1    Song, X.2
  • 25
    • 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," in Proc. Eur. Conf. Comput. Vis., 2004, pp. 558-569.
    • (2004) Proc. Eur. Conf. Comput. Vis. , pp. 558-569
    • Tsin, Y.1    Kanade, T.2
  • 26
    • 79959497055 scopus 로고    scopus 로고
    • Robust point set registration using gaussian mixture models
    • B. Jian and B. C. Vemuri, "Robust point set registration using gaussian mixture models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 8, pp. 1633-1645, 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.8 , pp. 1633-1645
    • Jian, B.1    Vemuri, B.C.2
  • 27
    • 33745875649 scopus 로고    scopus 로고
    • A robust algorithm for point set registration using mixture of gaussians
    • B. Jian and B. C. Vemuri, "A robust algorithm for point set registration using mixture of gaussians," in Proc. IEEE Int. Conf. Comput. Vis., 2005, pp. 1246-1251.
    • (2005) Proc. IEEE Int. Conf. Comput. Vis. , pp. 1246-1251
    • Jian, B.1    Vemuri, B.C.2
  • 28
    • 33144483552 scopus 로고    scopus 로고
    • Robust point matching for nonrigid shapes by preserving local neighborhood structures
    • Y. Zheng and D. Doermann, "Robust point matching for nonrigid shapes by preserving local neighborhood structures," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 4, pp. 643-649, 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell. , vol.28 , Issue.4 , pp. 643-649
    • Zheng, Y.1    Doermann, D.2
  • 29
    • 78650511224 scopus 로고    scopus 로고
    • Topology preserving relaxation labeling for nonrigid pointmatching
    • J.-H. Lee and C.-H. Won, "topology preserving relaxation labeling for nonrigid pointmatching," IEEE Trans. Pattern Anal.Mach. Intell., vol. 33, no. 2, pp. 427-432, 2011.
    • (2011) IEEE Trans. Pattern Anal.Mach. Intell. , vol.33 , Issue.2 , pp. 427-432
    • Lee, J.-H.1    Won, C.-H.2
  • 30
    • 33748170722 scopus 로고    scopus 로고
    • Shape Registration in implicit spaces using information theory and free form deformations
    • X. Huang, N. Paragios, and D. N. Metaxas, "Shape Registration in implicit spaces using information theory and free form deformations," IEEE Trans. Pattern Anal.Mach. Intell., vol. 28, no. 8, pp. 1303-1318, 2006.
    • (2006) IEEE Trans. Pattern Anal.Mach. Intell. , vol.28 , Issue.8 , pp. 1303-1318
    • Huang, X.1    Paragios, N.2    Metaxas, D.N.3
  • 31
    • 79551554972 scopus 로고    scopus 로고
    • Rigid and articulated point registration with expectation conditional maximization
    • R. Horaud, F. Forbes, M. Yguel, G. Dewaele, and J. Zhang, "Rigid and articulated point registration with expectation conditional maximization," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 3, pp. 587-602, 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.3 , pp. 587-602
    • Horaud, R.1    Forbes, F.2    Yguel, M.3    Dewaele, G.4    Zhang, J.5
  • 32
    • 57149135436 scopus 로고    scopus 로고
    • Feature correspondence via graph matching: Models and global optimization
    • L. Torresani, V. Kolmogorov, and C. Rother, "Feature correspondence via graph matching: Models and global optimization," in Proc. Eur. Conf. Comput. Vis., 2008, pp. 596-609.
    • (2008) Proc. Eur. Conf. Comput. Vis. , pp. 596-609
    • Torresani, L.1    Kolmogorov, V.2    Rother, C.3
  • 33
    • 0021819405 scopus 로고
    • Computational experiments with a feature based stereo algorithm
    • W. E. L. Grimson, "Computational experiments with a feature based stereo algorithm," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-7, no. 1, pp. 17-34, 1985.
    • (1985) IEEE Trans. Pattern Anal. Mach. Intell. , vol.PAMI-7 , Issue.1 , pp. 17-34
    • Grimson, W.E.L.1
  • 34
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 35
    • 0041416425 scopus 로고    scopus 로고
    • Robust wide baseline stereo from maximally stable extremal regions
    • J. Matas, O. Chum, M. Urban, and T. Pajdla, "Robust wide baseline stereo from maximally stable extremal regions," Br. Mach. Vis. Conf., vol. 1, pp. 384-393, 2002.
    • (2002) Br. Mach. Vis. Conf. , vol.1 , pp. 384-393
    • Matas, J.1    Chum, O.2    Urban, M.3    Pajdla, T.4
  • 36
    • 33847080485 scopus 로고    scopus 로고
    • Image alignment and stitching: A tutorial
    • R. Szeliski, "Image alignment and stitching: A tutorial," Found. Trends Comput. Graph. Vis., vol. 2, no. 1, pp. 1-104, 2006.
    • (2006) Found. Trends Comput. Graph. Vis. , vol.2 , Issue.1 , pp. 1-104
    • Szeliski, R.1
  • 38
    • 80051900232 scopus 로고    scopus 로고
    • Nonrigid dense correspondence with applications for image enhancement
    • Y. HaCohen, E. Shechtman, D. B. Goldman, and D. Lischinski, "Nonrigid dense correspondence with applications for image enhancement," ACM Trans. Graph., vol. 30, no. 4, p. 70, 2011.
    • (2011) ACM Trans. Graph. , vol.30 , Issue.4 , pp. 70
    • Hacohen, Y.1    Shechtman, E.2    Goldman, D.B.3    Lischinski, D.4
  • 40
    • 84916618475 scopus 로고    scopus 로고
    • Non-rigid visible and infrared face registration via regularized gaussian fields criterion
    • J. Ma, J. Zhao, Y. Ma, and J. Tian, "Non-rigid visible and infrared face registration via regularized gaussian fields criterion," Pattern Recognit., vol. 48, no. 3, pp. 772-784, 2015.
    • (2015) Pattern Recognit. , vol.48 , Issue.3 , pp. 772-784
    • Ma, J.1    Zhao, J.2    Ma, Y.3    Tian, J.4
  • 41
    • 84937408815 scopus 로고    scopus 로고
    • Robust multimodal image registration using local frequency representations
    • B. C. Vemuri, J. Liu, and J. L. Marroquín, "Robust multimodal image registration using local frequency representations," in Proc. Inf. Process. Med. Imag., 2001, pp. 176-182.
    • (2001) Proc. Inf. Process. Med. Imag. , pp. 176-182
    • Vemuri, B.C.1    Liu, J.2    Marroquín, J.L.3
  • 42
    • 0036557905 scopus 로고    scopus 로고
    • Local frequency representations for robust multimodal image registration
    • J. Liu, B. C. Vemuri, and J. L. Marroquín, "Local frequency representations for robust multimodal image registration," IEEE Trans. Med. Imag., vol. 21, no. 5, pp. 462-469, 2002.
    • (2002) IEEE Trans. Med. Imag. , vol.21 , Issue.5 , pp. 462-469
    • Liu, J.1    Vemuri, B.C.2    Marroquín, J.L.3
  • 44
    • 0000860704 scopus 로고
    • A mathematical analysis of the motion coherence theory
    • A. L. Yuille and N.M. Grzywacz, "A mathematical analysis of the motion coherence theory," Int. J. Comput. Vis., vol. 3, no. 2, pp. 155-175, 1989.
    • (1989) Int. J. Comput. Vis. , vol.3 , Issue.2 , pp. 155-175
    • Yuille, A.L.1    Grzywacz, N.M.2
  • 45
    • 14544299611 scopus 로고    scopus 로고
    • On learning vector-valued functions
    • C. A. Micchelli and M. Pontil, "On learning vector-valued functions," Neural Comput., vol. 17, no. 1, pp. 177-204, 2005.
    • (2005) Neural Comput. , vol.17 , Issue.1 , pp. 177-204
    • Micchelli, C.A.1    Pontil, M.2
  • 48
    • 84905739305 scopus 로고    scopus 로고
    • Mismatch removal via coherent spatial relations
    • J. Chen, J. Ma, C. Yang, and J. Tian, "Mismatch removal via coherent spatial relations," J. Electron. Imag., vol. 23, no. 4, pp. 043 012-043 012, 2014.
    • (2014) J. Electron. Imag. , vol.23 , Issue.4 , pp. 043012
    • Chen, J.1    Ma, J.2    Yang, C.3    Tian, J.4
  • 50
    • 9444250658 scopus 로고    scopus 로고
    • Regularized least-squares classification
    • Amsterdam, The Netherlands: IOS Press, NATO Science Series, III: Computer and Systems Sciences
    • R. Rifkin, G. Yeo, and T. Poggio, "Regularized least-squares classification," in Advances in Learning Theory: Methods, Models and Applications. Amsterdam, The Netherlands: IOS Press, 2003, vol. 190, NATO Science Series, III: Computer and Systems Sciences, pp. 131-154.
    • (2003) Advances in Learning Theory: Methods, Models and Applications , vol.190 , pp. 131-154
    • Rifkin, R.1    Yeo, G.2    Poggio, T.3
  • 51
    • 84881032491 scopus 로고    scopus 로고
    • Regularized vector field learning with sparse approximation for mismatch removal
    • J. Ma, J. Zhao, J. Tian, X. Bai, and Z. Tu, "Regularized vector field learning with sparse approximation for mismatch removal," Pattern Recognit., vol. 46, no. 12, pp. 3519-3532, 2013.
    • (2013) Pattern Recognit. , vol.46 , Issue.12 , pp. 3519-3532
    • Ma, J.1    Zhao, J.2    Tian, J.3    Bai, X.4    Tu, Z.5
  • 52
    • 0032685832 scopus 로고    scopus 로고
    • Using spin-images for efficient object recognition in cluttered 3-D scenes
    • A. E. Johnson and M. Hebert, "Using spin-images for efficient object recognition in cluttered 3-D scenes," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 5, pp. 433-449, 1999.
    • (1999) IEEE Trans. Pattern Anal. Mach. Intell. , vol.21 , Issue.5 , pp. 433-449
    • Johnson, A.E.1    Hebert, M.2
  • 53
    • 74549174770 scopus 로고    scopus 로고
    • Rejecting mismatches by correspondence function
    • X. Li and Z. Hu, "Rejecting mismatches by correspondence function," Int. J. Comput. Vis., vol. 89, no. 1, pp. 1-17, 2010.
    • (2010) Int. J. Comput. Vis. , vol.89 , Issue.1 , pp. 1-17
    • Li, X.1    Hu, Z.2
  • 54
    • 84896454883 scopus 로고    scopus 로고
    • Robust point matching via vector field consensus
    • J.Ma, J. Zhao, J. Tian, A. L. Yuille, and Z. Tu, "Robust point matching via vector field consensus," IEEE Trans. Image Process., vol. 23, no. 4, pp. 1706-1721, 2014.
    • (2014) IEEE Trans. Image Process. , vol.23 , Issue.4 , pp. 1706-1721
    • Ma, J.1    Zhao, J.2    Tian, J.3    Yuille, A.L.4    Tu, Z.5
  • 55
    • 84915747672 scopus 로고    scopus 로고
    • Image feature matching via progressive vector field consensus
    • J. Ma, Y. Ma, J. Zhao, and J. Tian, "Image feature matching via progressive vector field consensus," IEEE Signal Process. Lett., vol. 22, no. 6, pp. 767-771, 2015.
    • (2015) IEEE Signal Process. Lett. , vol.22 , Issue.6 , pp. 767-771
    • Ma, J.1    Ma, Y.2    Zhao, J.3    Tian, J.4
  • 56
    • 84867889794 scopus 로고    scopus 로고
    • In defence of RANSAC for outlier rejection in deformable registration
    • Q.-H. Tran, T.-J. Chin, G. Carneiro, M. S. Brown, and D. Suter, "In defence of RANSAC for outlier rejection in deformable registration," in Proc. ECCV, 2012, pp. 274-287.
    • (2012) Proc. ECCV , pp. 274-287
    • Tran, Q.-H.1    Chin, T.-J.2    Carneiro, G.3    Brown, M.S.4    Suter, D.5
  • 60
    • 33749261433 scopus 로고    scopus 로고
    • Image deformation using moving least squares
    • S. Schaefer, T. McPhail, and J. Warren, "Image deformation using moving least squares,"ACM Trans.Graph., vol. 25, no. 3, pp. 533-540, 2006.
    • (2006) ACM Trans.Graph. , vol.25 , Issue.3 , pp. 533-540
    • Schaefer, S.1    McPhail, T.2    Warren, J.3
  • 61
    • 0032381035 scopus 로고    scopus 로고
    • The approximation power of moving least-squares
    • D. Levin, "The approximation power of moving least-squares," Math. Comput., vol. 67, no. 224, pp. 1517-1531, 1998.
    • (1998) Math. Comput. , vol.67 , Issue.224 , pp. 1517-1531
    • Levin, D.1


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