메뉴 건너뛰기




Volumn 46, Issue 2, 2016, Pages 546-557

A Level Set Approach to Image Segmentation with Intensity Inhomogeneity

Author keywords

Active contour model; bias field correction; intensity inhomogeneity; level set method; segmentation

Indexed keywords

ALGORITHMS; DROP BREAKUP; GAUSSIAN DISTRIBUTION; LEVEL MEASUREMENT; MAGNETIC RESONANCE; MAGNETIC RESONANCE IMAGING; MAXIMUM LIKELIHOOD; NUMERICAL METHODS;

EID: 84962292441     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2015.2409119     Document Type: Article
Times cited : (411)

References (33)
  • 1
    • 0035248865 scopus 로고    scopus 로고
    • Active contours without edges
    • Feb
    • T. F. Chan and L. A. Vese, "Active contours without edges, " IEEE Trans. Image Process., vol. 10, no. 2, pp. 266-277, Feb. 2001.
    • (2001) IEEE Trans. Image Process , vol.10 , Issue.2 , pp. 266-277
    • Chan, T.F.1    Vese, L.A.2
  • 2
    • 0030247213 scopus 로고    scopus 로고
    • Region competition: Unifying snakes, region growing, and Bayes/MDL for multiband image segmentation
    • Sep
    • S. C. Zhu and A. Yuille, "Region competition: Unifying snakes, region growing, and Bayes/MDL for multiband image segmentation, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 9, pp. 884-900, Sep. 1996.
    • (1996) IEEE Trans. Pattern Anal. Mach. Intell , vol.18 , Issue.9 , pp. 884-900
    • Zhu, S.C.1    Yuille, A.2
  • 3
    • 74749087232 scopus 로고    scopus 로고
    • Active contours with selective local or global segmentation: A new formulation and level set method
    • K. Zhang, L. Zhang, H. Song, and W. Zhou, "Active contours with selective local or global segmentation: A new formulation and level set method, " Image Vis. Comput., vol. 28, no. 4, pp. 668-676, 2010.
    • (2010) Image Vis. Comput , vol.28 , Issue.4 , pp. 668-676
    • Zhang, K.1    Zhang, L.2    Song, H.3    Zhou, W.4
  • 4
    • 84896861044 scopus 로고    scopus 로고
    • A nonlinear adaptive level set for image segmentation
    • Mar
    • B. Wang, X. Gao, D. Tao, and X. Li, "A nonlinear adaptive level set for image segmentation, " IEEE Trans. Cybern., vol. 44, no. 3, pp. 418-428, Mar. 2014.
    • (2014) IEEE Trans. Cybern , vol.44 , Issue.3 , pp. 418-428
    • Wang, B.1    Gao, X.2    Tao, D.3    Li, X.4
  • 5
    • 77952584617 scopus 로고    scopus 로고
    • A unified tensor level set for image segmentation
    • Jun
    • B. Wang, X. Gao, D. Tao, and X. Li, "A unified tensor level set for image segmentation, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 40, no. 3, pp. 857-867, Jun. 2010.
    • (2010) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.40 , Issue.3 , pp. 857-867
    • Wang, B.1    Gao, X.2    Tao, D.3    Li, X.4
  • 6
    • 84890441316 scopus 로고    scopus 로고
    • A fast and robust level set method for image segmentation using fuzzy clustering and lattice Boltzmann method
    • Jun
    • S. Balla-Arabé, X. Gao, and B. Wang, "A fast and robust level set method for image segmentation using fuzzy clustering and lattice Boltzmann method, " IEEE Trans. Cybern., vol. 43, no. 3, pp. 910-920, Jun. 2013.
    • (2013) IEEE Trans. Cybern , vol.43 , Issue.3 , pp. 910-920
    • Balla-Arabé, S.1    Gao, X.2    Wang, B.3
  • 7
    • 84990602490 scopus 로고
    • Optimal approximations by piecewise smooth functions and associated variational problems
    • D. Mumford and J. Shah, "Optimal approximations by piecewise smooth functions and associated variational problems, " Commun. Pure Appl. Math., vol. 42, no. 5, pp. 577-685, 1989.
    • (1989) Commun. Pure Appl. Math , vol.42 , Issue.5 , pp. 577-685
    • Mumford, D.1    Shah, J.2
  • 8
    • 0036891794 scopus 로고    scopus 로고
    • A multiphase level set framework for image segmentation using the Mumford and Shah model
    • L. A. Vese and T. F. Chan, "A multiphase level set framework for image segmentation using the Mumford and Shah model, " Int. J. Comput. Vis., vol. 50, no. 3, pp. 271-293, 2002.
    • (2002) Int. J. Comput. Vis , vol.50 , Issue.3 , pp. 271-293
    • Vese, L.A.1    Chan, T.F.2
  • 9
    • 54949141082 scopus 로고    scopus 로고
    • Localizing region-based active contours
    • Nov
    • S. Lankton and A. Tannenbaum, "Localizing region-based active contours, " IEEE Trans. Image Process., vol. 17, no. 11, pp. 2029-2039, Nov. 2008.
    • (2008) IEEE Trans. Image Process , vol.17 , Issue.11 , pp. 2029-2039
    • Lankton, S.1    Tannenbaum, A.2
  • 10
  • 11
    • 79959576791 scopus 로고    scopus 로고
    • A level set method for image segmentation in the presence of intensity inhomogeneities with application to MRI
    • Jul
    • C. Li et al., "A level set method for image segmentation in the presence of intensity inhomogeneities with application to MRI, " IEEE Trans. Image Process., vol. 20, no. 7, pp. 2007-2016, Jul. 2011.
    • (2011) IEEE Trans. Image Process , vol.20 , Issue.7 , pp. 2007-2016
    • Li, C.1
  • 12
    • 67349219183 scopus 로고    scopus 로고
    • On local region models and a statistical interpretation of the piecewise smooth Mumford-Shah functional
    • T. Brox and D. Cremers, "On local region models and a statistical interpretation of the piecewise smooth Mumford-Shah functional, " Int. J. Comput. Vis., vol. 84, no. 2, pp. 184-193, 2009.
    • (2009) Int. J. Comput. Vis , vol.84 , Issue.2 , pp. 184-193
    • Brox, T.1    Cremers, D.2
  • 13
    • 84881639543 scopus 로고    scopus 로고
    • Patch-driven neonatal brain MRI segmentation with sparse representation and level sets
    • San Francisco, CA, USA
    • L. Wang et al., "Patch-driven neonatal brain MRI segmentation with sparse representation and level sets, " in Proc. IEEE 10th Int. Symp. Biomed. Imag. (ISBI), San Francisco, CA, USA, 2013, pp. 1090-1093.
    • (2013) Proc IEEE 10th Int. Symp. Biomed. Imag. (ISBI) , pp. 1090-1093
    • Wang, L.1
  • 14
    • 84907457526 scopus 로고    scopus 로고
    • Improving the spatial resolution of landsat TM/ETM+ through fusion with SPOT5 images via learning-based super-resolution
    • Mar
    • H. Song, B. Huang, Q. Liu, and K. Zhang, "Improving the spatial resolution of landsat TM/ETM+ through fusion with SPOT5 images via learning-based super-resolution, " IEEE Trans. Geosci. Remote Sens., vol. 53, no. 3, pp. 1195-1204, Mar. 2015.
    • (2015) IEEE Trans. Geosci. Remote Sens , vol.53 , Issue.3 , pp. 1195-1204
    • Song, H.1    Huang, B.2    Liu, Q.3    Zhang, K.4
  • 15
    • 84910110868 scopus 로고    scopus 로고
    • Hyperspectral image denoising via low-rank matrix recovery
    • H. Song, G. Wang, and K. Zhang, "Hyperspectral image denoising via low-rank matrix recovery, " Remote Sens. Lett., vol. 5, no. 10, pp. 872-881, 2014.
    • (2014) Remote Sens. Lett , vol.5 , Issue.10 , pp. 872-881
    • Song, H.1    Wang, G.2    Zhang, K.3
  • 16
    • 84920517174 scopus 로고    scopus 로고
    • Multiple change detection for multispectral remote sensing images via joint sparse representation
    • Art. ID 123103
    • H. Song, G. Wang, and K. Zhang, "Multiple change detection for multispectral remote sensing images via joint sparse representation, " Opt. Eng., vol. 53, no. 12, 2014, Art. ID 123103.
    • (2014) Opt. Eng , vol.53 , Issue.12
    • Song, H.1    Wang, G.2    Zhang, K.3
  • 17
    • 84903756391 scopus 로고    scopus 로고
    • Active contours driven by regularized gradient flux flows for image segmentation
    • H. Song, "Active contours driven by regularized gradient flux flows for image segmentation, " Electron. Lett., vol. 50, no. 14, pp. 992-994, 2014.
    • (2014) Electron. Lett , vol.50 , Issue.14 , pp. 992-994
    • Song, H.1
  • 19
    • 85027917792 scopus 로고    scopus 로고
    • Image classification with densely sampled image windows and generalized adaptive multiple kernel learning
    • Mar
    • S. Yan, X. Xu, D. Xu, S. Lin, and X. Li, "Image classification with densely sampled image windows and generalized adaptive multiple kernel learning, " IEEE Trans. Cybern., vol. 45, no. 3, pp. 395-404, Mar. 2015.
    • (2015) IEEE Trans. Cybern , vol.45 , Issue.3 , pp. 395-404
    • Yan, S.1    Xu, X.2    Xu, D.3    Lin, S.4    Li, X.5
  • 20
    • 78651065942 scopus 로고    scopus 로고
    • A variational multiphase level set approach to simultaneous segmentation and bias correction
    • Hong Kong
    • K. Zhang, L. Zhang, and S. Zhang, "A variational multiphase level set approach to simultaneous segmentation and bias correction, " in Proc. IEEE Int. Conf. Image Process., Hong Kong, 2010, pp. 4105-4108.
    • (2010) Proc IEEE Int. Conf. Image Process , pp. 4105-4108
    • Zhang, K.1    Zhang, L.2    Zhang, S.3
  • 23
    • 85027914736 scopus 로고    scopus 로고
    • A variational approach to simultaneous image segmentation and bias correction
    • Oct
    • K. Zhang, Q. Liu, H. Song, and X. Li, "A variational approach to simultaneous image segmentation and bias correction, " IEEE Trans. Cybern., Oct. 2014.
    • (2014) IEEE Trans. Cybern
    • Zhang, K.1    Liu, Q.2    Song, H.3    Li, X.4
  • 25
    • 0033623981 scopus 로고    scopus 로고
    • Parametric estimate of intensity inhomogeneities applied to MRI
    • Mar
    • M. Styner, C. Brechbuhler, G. Szckely, and G. Gerig, "Parametric estimate of intensity inhomogeneities applied to MRI, " IEEE Trans. Med. Imag., vol. 19, no. 3, pp. 153-165, Mar. 2000.
    • (2000) IEEE Trans. Med. Imag , vol.19 , Issue.3 , pp. 153-165
    • Styner, M.1    Brechbuhler, C.2    Szckely, G.3    Gerig, G.4
  • 26
    • 67651092103 scopus 로고    scopus 로고
    • Active contours driven by local Gaussian distribution fitting energy
    • L. Wang, L. He, A. Mishra, and C. Li, "Active contours driven by local Gaussian distribution fitting energy, " Signal Process., vol. 89, no. 12, pp. 2435-2447, 2009.
    • (2009) Signal Process , vol.89 , Issue.12 , pp. 2435-2447
    • Wang, L.1    He, L.2    Mishra, A.3    Li, C.4
  • 28
    • 78649269028 scopus 로고    scopus 로고
    • Distance regularized level set evolution and its application to image segmentation
    • Dec
    • C. Li, C. Xu, C. Gui, and M. D. Fox, "Distance regularized level set evolution and its application to image segmentation, " IEEE Trans. Image Process., vol. 19, no. 12, pp. 3243-3254, Dec. 2010.
    • (2010) IEEE Trans. Image Process , vol.19 , Issue.12 , pp. 3243-3254
    • Li, C.1    Xu, C.2    Gui, C.3    Fox, M.D.4
  • 29
    • 84871645661 scopus 로고    scopus 로고
    • Reinitialization-free level set evolution via reaction diffusion
    • Jan
    • K. Zhang, L. Zhang, H. Song, and D. Zhang, "Reinitialization-free level set evolution via reaction diffusion, " IEEE Trans. Image Process., vol. 22, no. 1, pp. 258-271, Jan. 2013.
    • (2013) IEEE Trans. Image Process , vol.22 , Issue.1 , pp. 258-271
    • Zhang, K.1    Zhang, L.2    Song, H.3    Zhang, D.4
  • 30
    • 74449089236 scopus 로고    scopus 로고
    • Active contours driven by local image fitting energy
    • K. Zhang, H. Song, and L. Zhang, "Active contours driven by local image fitting energy, " Pattern Recognit., vol. 43, no. 4, pp. 1199-1206, 2010.
    • (2010) Pattern Recognit , vol.43 , Issue.4 , pp. 1199-1206
    • Zhang, K.1    Song, H.2    Zhang, L.3
  • 32
    • 84928195909 scopus 로고    scopus 로고
    • Robust visual tracking via online informative feature selection
    • H. Song, "Robust visual tracking via online informative feature selection, " Electron. Lett., vol. 50, no. 25, pp. 1931-1933, 2014.
    • (2014) Electron. Lett , vol.50 , Issue.25 , pp. 1931-1933
    • Song, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.