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Volumn 8, Issue 3, 2014, Pages 182-194

Probabilistic shape-based segmentation method using level sets

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE SEGMENTATION; PRINCIPAL COMPONENT ANALYSIS;

EID: 84901941988     PISSN: 17519632     EISSN: 17519640     Source Type: Journal    
DOI: 10.1049/iet-cvi.2012.0226     Document Type: Article
Times cited : (16)

References (54)
  • 4
    • 0030287048 scopus 로고    scopus 로고
    • 'The expectation-maximization algorithm'
    • Moon, T.: 'The expectation-maximization algorithm', IEEE Signal Process. Mag., 1996, 11, pp. 47-60.
    • (1996) IEEE Signal Process. Mag. , vol.11 , pp. 47-60
    • Moon, T.1
  • 5
    • 20444466882 scopus 로고    scopus 로고
    • 'Density estimation using modified expectation maximization for a linear combination of gaussians'
    • Farag, A.A., El-Baz, A., Gimelfarb, G.: 'Density estimation using modified expectation maximization for a linear combination of gaussians', In Proc. Int. Conf. Image Processing, 2004, vol. 3, pp. 1871-1874.
    • (2004) Proc. Int. Conf. Image Processing , vol.3 , pp. 1871-1874
    • Farag, A.A.1    El-Baz, A.2    Gimelfarb, G.3
  • 7
    • 44749084234 scopus 로고
    • 'Fronts propogating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations'
    • Osher, S., Sethian, J.A.: 'Fronts propogating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations', J. Comput. Phys., 1988, 79, pp. 12-49.
    • (1988) J. Comput. Phys. , vol.79 , pp. 12-49
    • Osher, S.1    Sethian, J.A.2
  • 10
    • 0035248865 scopus 로고    scopus 로고
    • 'Active contours without edges'
    • Chan, T.F., Vese, L.A.: 'Active contours without edges', IEEE Trans. Image Process., 2001, 10, (2), pp. 266-277.
    • (2001) IEEE Trans. Image Process. , vol.10 , Issue.2 , pp. 266-277
    • Chan, T.F.1    Vese, L.A.2
  • 12
    • 68649097543 scopus 로고    scopus 로고
    • 'Automatic lung segmentation of volumetric low-dose ct scans using graph cuts'
    • Ali, A.M., Farag, A.A.: 'Automatic lung segmentation of volumetric low-dose ct scans using graph cuts'. Proc. Int. Symp. Visual Computing, 2008, 5358, pp. 258-267.
    • (2008) Proc. Int. Symp. Visual Computing , vol.5358 , pp. 258-267
    • Ali, A.M.1    Farag, A.A.2
  • 13
  • 15
    • 72449184635 scopus 로고    scopus 로고
    • 'A novel 3d segmentation of vertebral bones from volumetric ct images using graph cuts'
    • Aslan, M.S., Ali, A., Rara, H., et al.: 'A novel 3d segmentation of vertebral bones from volumetric ct images using graph cuts', Proceedings of ISVC, 2009, 5876, pp. 519-528.
    • (2009) Proceedings of ISVC , vol.5876 , pp. 519-528
    • Aslan, M.S.1    Ali, A.2    Rara, H.3
  • 16
    • 84948971678 scopus 로고    scopus 로고
    • 'Matching distance functions: a shape-to-area variational approach for global-to-local registration'
    • Paragios, N., Rousson, M., Ramesh, V.: 'Matching distance functions: a shape-to-area variational approach for global-to-local registration'. Proc. Seventh European Conf. Computer Vision, 2002, vol. 2351, pp. 775-789.
    • (2002) Proc. Seventh European Conf. Computer Vision , vol.2351 , pp. 775-789
    • Paragios, N.1    Rousson, M.2    Ramesh, V.3
  • 21
    • 79955466522 scopus 로고    scopus 로고
    • 'A nonrigid kernel-based framework for 2d-3d pose estimation and 2d image segmentation'
    • Sandhu, R., Dambreville, S., Yezzi, A., Tannenbaum, A.: 'A nonrigid kernel-based framework for 2d-3d pose estimation and 2d image segmentation'. IEEE Trans. Pattern Anal. Mach. Intell., 2011, 33, (6), pp. 1098-1115.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell , vol.33 , Issue.6 , pp. 1098-1115
    • Sandhu, R.1    Dambreville, S.2    Yezzi, A.3    Tannenbaum, A.4
  • 24
    • 33748170722 scopus 로고    scopus 로고
    • 'Shape registration in implicit spaces using information theory and free form deformations'
    • Huang, X., Paragios, N., Metaxas, D.: 'Shape registration in implicit spaces using information theory and free form deformations', IEEE Trans. Pattern Anal. Mach. Intell., 2006, 28, (8), pp. 1303-1318.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell. , vol.28 , Issue.8 , pp. 1303-1318
    • Huang, X.1    Paragios, N.2    Metaxas, D.3
  • 25
    • 0038736725 scopus 로고    scopus 로고
    • 'A shape-based approach to the segmentation of medical imagery using level sets'
    • Tsai, A., Yezzi, A., Wells, W., et al.: 'A shape-based approach to the segmentation of medical imagery using level sets', IEEE Trans. Med. Imaging, 2003, 22, (2), pp. 137-154.
    • (2003) IEEE Trans. Med. Imaging , vol.22 , Issue.2 , pp. 137-154
    • Tsai, A.1    Yezzi, A.2    Wells, W.3
  • 26
    • 84901946742 scopus 로고    scopus 로고
    • 'Registration with uncertainties and statistical modelling of shapes with variabile metric kernels'
    • Taron, M., Paragios, N., Jolly, M.P.: 'Registration with uncertainties and statistical modelling of shapes with variabile metric kernels', IEEE Trans. Pattern Anal. Mach. Intell., 2007, 1, (8), pp. 1-14.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.1 , Issue.8 , pp. 1-14
    • Taron, M.1    Paragios, N.2    Jolly, M.P.3
  • 27
    • 33744920320 scopus 로고    scopus 로고
    • 'Kernel density estimation and intrinsic alignment for shape priors in level set segmentation'
    • Cremers, D., Osher, S.J., Soatto, S.: 'Kernel density estimation and intrinsic alignment for shape priors in level set segmentation', Int. J. Comput. Vis., 2006, 69, (3), pp. 335-351.
    • (2006) Int. J. Comput. Vis. , vol.69 , Issue.3 , pp. 335-351
    • Cremers, D.1    Osher, S.J.2    Soatto, S.3
  • 28
    • 78449244118 scopus 로고    scopus 로고
    • 'Robust statistical shape models for mri bone segmentation in presence of small field of view'
    • Schmid, J., Kim, J., Thalmann, N.M.: 'Robust statistical shape models for mri bone segmentation in presence of small field of view', Med. Image Anal., 2011, 15, pp. 155-168.
    • (2011) Med. Image Anal. , vol.15 , pp. 155-168
    • Schmid, J.1    Kim, J.2    Thalmann, N.M.3
  • 29
    • 79955710870 scopus 로고    scopus 로고
    • 'Deformable probability maps: probabilistic shape and appearance-based object segmentation'
    • Tsechpenakis, G., Chatzis, S.P.: 'Deformable probability maps: probabilistic shape and appearance-based object segmentation', Comput. Vis. Image Underst., 2011, 115, pp. 1157-1169.
    • (2011) Comput. Vis. Image Underst. , vol.115 , pp. 1157-1169
    • Tsechpenakis, G.1    Chatzis, S.P.2
  • 30
    • 79952138691 scopus 로고    scopus 로고
    • 'Adaptively learning local shape statistics for prostate segmentation in ultrasoung'
    • Yan, P., Xu, S., Turkbey, B., Kruecker, J.: 'Adaptively learning local shape statistics for prostate segmentation in ultrasoung', IEEE Trans. Biomed. Eng., 2011, 58, pp. 633-641.
    • (2011) IEEE Trans. Biomed. Eng. , vol.58 , pp. 633-641
    • Yan, P.1    Xu, S.2    Turkbey, B.3    Kruecker, J.4
  • 31
    • 79960718493 scopus 로고    scopus 로고
    • 'A new osteophyte segmentation algorithm using the partial shape model and its applications to rabbit femur anterior cruciate ligament transection via micro-ct imaging'
    • Saha, P.K., Liang, G., Elkins, J.M., et al.: 'A new osteophyte segmentation algorithm using the partial shape model and its applications to rabbit femur anterior cruciate ligament transection via micro-ct imaging', IEEE Trans. Biomed. Eng., 2011, 58, (8), pp. 2212-2238.
    • (2011) IEEE Trans. Biomed. Eng. , vol.58 , Issue.8 , pp. 2212-2238
    • Saha, P.K.1    Liang, G.2    Elkins, J.M.3
  • 32
    • 78449277422 scopus 로고    scopus 로고
    • 'Shape break-and-repair strategy and its application to automated medical image segmentation'
    • Pu, J., Paik, D.S., Meng, X., Roos, J.E., Rubin, G.D.: 'Shape break-and-repair strategy and its application to automated medical image segmentation', IEEE Trans. Vis. Comput. Graph., 2011, 17, (1), pp. 115-125.
    • (2011) IEEE Trans. Vis. Comput. Graph. , vol.17 , Issue.1 , pp. 115-125
    • Pu, J.1    Paik, D.S.2    Meng, X.3    Roos, J.E.4    Rubin, G.D.5
  • 33
    • 79957978931 scopus 로고    scopus 로고
    • 'A probabilistic model for automatic segmentation of the esophagus in 3-d ct scans'
    • Feulner, J., Zhou, S.K., Hammon, M., et al.: 'A probabilistic model for automatic segmentation of the esophagus in 3-d ct scans', IEEE Trans. Med. Imaging, 2011, 30, (6), pp. 1252-1265.
    • (2011) IEEE Trans. Med. Imaging , vol.30 , Issue.6 , pp. 1252-1265
    • Feulner, J.1    Zhou, S.K.2    Hammon, M.3
  • 37
    • 67349192210 scopus 로고    scopus 로고
    • 'Automated model-based vertebra detection, identification, and segmentation in ct images'
    • Klinder, T., Ostermann, J., Ehm, M., Franz, A., Kneser, R., Lorenz, C.: 'Automated model-based vertebra detection, identification, and segmentation in ct images', Med. Image Anal., 2009, 13, pp. 471-482.
    • (2009) Med. Image Anal. , vol.13 , pp. 471-482
    • Klinder, T.1    Ostermann, J.2    Ehm, M.3    Franz, A.4    Kneser, R.5    Lorenz, C.6
  • 38
    • 0033682441 scopus 로고    scopus 로고
    • 'Statistical shape influence in geodesic active contours'
    • Leventon, M., Grimson, E., Faugeras, O.: 'Statistical shape influence in geodesic active contours'. Proc. Int. Conf. CVPR, 2000, vol. 1, pp. 316-323.
    • (2000) Proc. Int. Conf. CVPR , vol.1 , pp. 316-323
    • Leventon, M.1    Grimson, E.2    Faugeras, O.3
  • 39
    • 77956025338 scopus 로고    scopus 로고
    • 'Shape-based active contours for fast video segmentation'
    • Mahmoodi, S.: 'Shape-based active contours for fast video segmentation', IEEE Trans. Signal Process. Lett., 2009, 16, (10), pp. 857-860.
    • (2009) IEEE Trans. Signal Process. Lett. , vol.16 , Issue.10 , pp. 857-860
    • Mahmoodi, S.1
  • 40
    • 84990602490 scopus 로고
    • 'Optimal approximations by piecewise smooth functions and associated variational problems'
    • Mumford, D., Shah, J.: 'Optimal approximations by piecewise smooth functions and associated variational problems', Commun. Pure Appl. Math., 1989, 42, (4), pp. 577-688.
    • (1989) Commun. Pure Appl. Math. , vol.42 , Issue.4 , pp. 577-688
    • Mumford, D.1    Shah, J.2
  • 41
    • 79952142427 scopus 로고    scopus 로고
    • 'Active volume models for medical image segmentation'
    • Shen, T., Li, H., Huang, X.: 'Active volume models for medical image segmentation', IEEE Trans. Med. Imaging, 2011, 30, (3), pp. 774-792.
    • (2011) IEEE Trans. Med. Imaging , vol.30 , Issue.3 , pp. 774-792
    • Shen, T.1    Li, H.2    Huang, X.3
  • 42
    • 80053073770 scopus 로고    scopus 로고
    • 'Lung segmentation in chest radiographs by fusing shape information in iterative thresholding'
    • Dawoud, A.: 'Lung segmentation in chest radiographs by fusing shape information in iterative thresholding', IET Comput. Vis., 2011, 5, (3), pp. 185-190.
    • (2011) IET Comput. Vis. , vol.5 , Issue.3 , pp. 185-190
    • Dawoud, A.1
  • 43
    • 79959535980 scopus 로고    scopus 로고
    • 'Automated segmentation of the lumbar pedicle in ct images for spinal fusion surgery'
    • Lee, J., Kim, S., Kim, Y.S., Chung, W.K.: 'Automated segmentation of the lumbar pedicle in ct images for spinal fusion surgery', IEEE Trans. Biomed. Eng., 2011, 58, (7), pp. 2051-2064.
    • (2011) IEEE Trans. Biomed. Eng. , vol.58 , Issue.7 , pp. 2051-2064
    • Lee, J.1    Kim, S.2    Kim, Y.S.3    Chung, W.K.4
  • 44
    • 77957563337 scopus 로고    scopus 로고
    • 'A coupled global registration and segmentation framework with application to magnetic resonance prostate imagery'
    • Gao, Y., Sandhu, R., Fichtinger, G., Tannenbaum, A.R.: 'A coupled global registration and segmentation framework with application to magnetic resonance prostate imagery', IEEE Trans. Med. Imaging, 2010, 29, pp. 1781-1794.
    • (2010) IEEE Trans. Med. Imaging , vol.29 , pp. 1781-1794
    • Gao, Y.1    Sandhu, R.2    Fichtinger, G.3    Tannenbaum, A.R.4
  • 45
    • 77749264352 scopus 로고    scopus 로고
    • 'Segmentation of the left ventricle from cardiac mri images using a subject-specific dynamical model'
    • Zhu, Y., Papademetris, X., Sinusas, A.J., Duncan, J.: 'Segmentation of the left ventricle from cardiac mri images using a subject-specific dynamical model', IEEE Trans. Med. Imaging, 2010, 29, (3), pp. 669-687.
    • (2010) IEEE Trans. Med. Imaging , vol.29 , Issue.3 , pp. 669-687
    • Zhu, Y.1    Papademetris, X.2    Sinusas, A.J.3    Duncan, J.4
  • 46
    • 79351469805 scopus 로고    scopus 로고
    • 'Interactive 3d medical image segmentation with energy-minimizing implicit functions'
    • Heckel, F., Konrad, O., Hahn, H.K., Peitgen, H.O.: 'Interactive 3d medical image segmentation with energy-minimizing implicit functions', Comput. Graph., 2011, vol. 35, pp. 275-287.
    • (2011) Comput. Graph. , vol.35 , pp. 275-287
    • Heckel, F.1    Konrad, O.2    Hahn, H.K.3    Peitgen, H.O.4
  • 47
    • 0742268833 scopus 로고    scopus 로고
    • 'Two-dimensional PCA: a new approach to appearance based face representation and recognition'
    • Yang, J., Zhang, D., Frangi, A.F.: 'Two-dimensional PCA: a new approach to appearance based face representation and recognition', IEEE Trans. Pattern Anal. Mach. Intell., 2004, 26, pp. 308-313.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , pp. 308-313
    • Yang, J.1    Zhang, D.2    Frangi, A.F.3
  • 48
    • 79952902125 scopus 로고    scopus 로고
    • 'A relay level set method for automatic image segmentation'
    • Gao, X., Wang, B., Tao, D., Li, X.: 'A relay level set method for automatic image segmentation', IEEE Trans. Syst. Man Cybern., 2011, 41, (2), pp. 518-526.
    • (2011) IEEE Trans. Syst. Man Cybern. , vol.41 , Issue.2 , pp. 518-526
    • Gao, X.1    Wang, B.2    Tao, D.3    Li, X.4
  • 50
    • 33947370895 scopus 로고    scopus 로고
    • 'Correlation pattern recognition for face recognition'
    • Kumar, B.V.K.V., Savvides, M., Xie, C.: 'Correlation pattern recognition for face recognition', Proc. IEEE, 2006, 94, (11), pp. 1963-1976.
    • (2006) Proc. IEEE , vol.94 , Issue.11 , pp. 1963-1976
    • Kumar, B.V.K.V.1    Savvides, M.2    Xie, C.3
  • 51
    • 0000238336 scopus 로고
    • 'A simplex method for function minimization'
    • Nelder, A.J., Mead, R.: 'A simplex method for function minimization', Comput. J., 1968, 7, pp. 308-313.
    • (1968) Comput. J. , vol.7 , pp. 308-313
    • Nelder, A.J.1    Mead, R.2
  • 52
    • 0032251894 scopus 로고    scopus 로고
    • 'Convergence properties of the nelder-mead simplex method in low dimensions'
    • Lagarias, J.C., Reeds, J.A., Wright, M.H., Wright, P.E.: 'Convergence properties of the nelder-mead simplex method in low dimensions', SIAM J. Optim., 1998, 9, (1), pp. 112-147.
    • (1998) SIAM J. Optim. , vol.9 , Issue.1 , pp. 112-147
    • Lagarias, J.C.1    Reeds, J.A.2    Wright, M.H.3    Wright, P.E.4
  • 53
    • 84901929026 scopus 로고    scopus 로고
    • Caltech.
    • Weber, M., Perona, P.: Available at http://www.vision.caltech.edu/htmlfiles/archive.html, Caltech.
    • Weber, M.1    Perona, P.2
  • 54
    • 84901928708 scopus 로고    scopus 로고
    • Microsoft research cambridge object recognition image database, version 1.0.
    • Microsoft research cambridge object recognition image database, version 1.0.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.