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Volumn 7, Issue 12, 1998, Pages 1673-1683

Image segmentation via adaptive K-mean clustering and knowledge-based morphological operations with biomedical applications

Author keywords

Cardiac imaging; Clustering; Gibbs random field; Image segmentation; K mean; Morphological operations

Indexed keywords

ALGORITHMS; BIOMEDICAL ENGINEERING; CARDIOLOGY; IMAGE ANALYSIS; KNOWLEDGE BASED SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

EID: 0032287848     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.730379     Document Type: Article
Times cited : (258)

References (33)
  • 1
    • 0015661904 scopus 로고
    • The 'robber mask' technique - I and II
    • B. Widrow, "The 'robber mask' technique - I and II," Pattern Recognit., vol. 5, pp. 175-211, 1973.
    • (1973) Pattern Recognit. , vol.5 , pp. 175-211
    • Widrow, B.1
  • 4
  • 6
    • 0018530611 scopus 로고
    • Maximum likelihood estimation of Markov-process blob boundaries in noisy images
    • D. B. Cooper, "Maximum likelihood estimation of Markov-process blob boundaries in noisy images," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-4, pp. 372-384, 1979.
    • (1979) IEEE Trans. Pattern Anal. Machine Intell. , vol.PAMI-4 , pp. 372-384
    • Cooper, D.B.1
  • 8
    • 0021886265 scopus 로고
    • Shape and dimensions of cardiac chambers: Importance of CT section thickness and orientation
    • E. A. Hoffman and E. L. Ritman, "Shape and dimensions of cardiac chambers: Importance of CT section thickness and orientation," Radiology, vol. 115, pp. 739-744, 1985.
    • (1985) Radiology , vol.115 , pp. 739-744
    • Hoffman, E.A.1    Ritman, E.L.2
  • 9
    • 0021317483 scopus 로고
    • Mass of left ventricular myocardium estimated with dynamic spatial reconstractor
    • T. Iwasaki et al., "Mass of left ventricular myocardium estimated with dynamic spatial reconstractor," Amer. J. Physiol., vol. 246, pp. H138-H142, 1984.
    • (1984) Amer. J. Physiol. , vol.246
    • Iwasaki, T.1
  • 10
    • 0025661499 scopus 로고
    • Extraction of left ventricle chamber from 3D CT images of the heart
    • W. E. Higgins, N. Chung, and E. L. Ritman, "Extraction of left ventricle chamber from 3D CT images of the heart," IEEE Trans. Med. Imag., vol. 9, pp. 384-395, 1990.
    • (1990) IEEE Trans. Med. Imag. , vol.9 , pp. 384-395
    • Higgins, W.E.1    Chung, N.2    Ritman, E.L.3
  • 11
    • 33747672813 scopus 로고
    • Interactive relaxation labeling for 3D cardiac image analysis
    • R. S. Acharya and D. B. Goldgof, Eds. San Jose, CA: SPIE, Feb.
    • W. E. Higgins, M. W. Hansen, and W. L. Sharp, "Interactive relaxation labeling for 3D cardiac image analysis," in Biomedical Image Processing and Biomedical Visualization, R. S. Acharya and D. B. Goldgof, Eds. San Jose, CA: SPIE, Feb. 1993, vol. 1905.
    • (1993) Biomedical Image Processing and Biomedical Visualization , vol.1905
    • Higgins, W.E.1    Hansen, M.W.2    Sharp, W.L.3
  • 12
    • 33747708243 scopus 로고
    • Left ventricle boundary detection from spatio-temporal volumetric CT images
    • R. S. Acharya and D. B. Goldgof, Eds. San Jose, CA: SPIE, Feb.
    • H. K. Tu and D. B. Goldgof, "Left ventricle boundary detection from spatio-temporal volumetric CT images," in Biomedical Image Processing and Biomedical Visualization, R. S. Acharya and D. B. Goldgof, Eds. San Jose, CA: SPIE, Feb. 1993, vol. 1905.
    • (1993) Biomedical Image Processing and Biomedical Visualization , vol.1905
    • Tu, H.K.1    Goldgof, D.B.2
  • 13
    • 0002083970 scopus 로고
    • Cardiac MR image segmentation using deformable models
    • R. S. Acharya and D. B. Goldgof, Eds. San Jose, CA: SPIE, Feb.
    • A. Singh, L. von Kurowski, and M. Y. Chiu, "Cardiac MR image segmentation using deformable models," in Biomedical Image Processing and Biomedical Visualization, R. S. Acharya and D. B. Goldgof, Eds. San Jose, CA: SPIE, Feb. 1993, vol. 1905.
    • (1993) Biomedical Image Processing and Biomedical Visualization , vol.1905
    • Singh, A.1    Von Kurowski, L.2    Chiu, M.Y.3
  • 14
    • 33747710852 scopus 로고
    • A finite element based deformable model for 3D biomedical image segmentation
    • R. S. Acharya and D. B. Goldgof, Eds. San Jose, CA: SPIE, Feb.
    • T. McInerney and D. Terzopoulos, "A finite element based deformable model for 3D biomedical image segmentation," in Biomedical Image Processing and Biomedical Visualization, R. S. Acharya and D. B. Goldgof, Eds. San Jose, CA: SPIE, Feb. 1993, vol. 1905.
    • (1993) Biomedical Image Processing and Biomedical Visualization , vol.1905
    • McInerney, T.1    Terzopoulos, D.2
  • 15
    • 0026842556 scopus 로고
    • An adaptive clustering algorithm for image segmentation
    • T. Pappas, "An adaptive clustering algorithm for image segmentation," in IEEE Trans. Signal Processing, 1992, vol. 40, pp. 901-914.
    • (1992) IEEE Trans. Signal Processing , vol.40 , pp. 901-914
    • Pappas, T.1
  • 16
    • 0025695074 scopus 로고
    • Fast computed tomography for quantitative cardiac analysis - State of the art and future perspectives
    • E. L. Ritman, "Fast computed tomography for quantitative cardiac analysis - state of the art and future perspectives," in Proc. Mayo Clinic, vol. 65, pp. 1336-1349, 1990.
    • (1990) Proc. Mayo Clinic , vol.65 , pp. 1336-1349
    • Ritman, E.L.1
  • 17
    • 85053581826 scopus 로고
    • R. A. Robb, Ed., Boca Raton, FL: CRC Press
    • R. A. Robb, Ed., Three-Dimensional Biomedical Imaging. Boca Raton, FL: CRC Press, 1985.
    • (1985) Three-Dimensional Biomedical Imaging
  • 20
    • 0002480122 scopus 로고
    • Two-dimensional discrete Gaussian Markov random field models for image processing
    • K. Lanal and A. Rosenfield, Eds. Amsterdam, The Netherlands: Elsevier
    • R. Chellappa, "Two-dimensional discrete Gaussian Markov random field models for image processing," in Progress in Pattern Recognition - 2, K. Lanal and A. Rosenfield, Eds. Amsterdam, The Netherlands: Elsevier, 1985, pp. 79-112.
    • (1985) Progress in Pattern Recognition - 2 , pp. 79-112
    • Chellappa, R.1
  • 21
    • 0025505758 scopus 로고
    • A model-fitting approach to cluster validation with application to stochastic model-based image segmentation
    • J. Zhang and J. W. Modestino, "A model-fitting approach to cluster validation with application to stochastic model-based image segmentation," IEEE Trans. Pattern Anal. Machine Intell., vol. 12, pp. 1009-1017, 1990.
    • (1990) IEEE Trans. Pattern Anal. Machine Intell. , vol.12 , pp. 1009-1017
    • Zhang, J.1    Modestino, J.W.2
  • 22
    • 0026124056 scopus 로고
    • Compound Gauss-Markov random fields for image estimation
    • F. C. Jeng and J. W. Woods, "Compound Gauss-Markov random fields for image estimation," IEEE Trans. Signal Processing, vol. 39, pp. 683-697, 1991.
    • (1991) IEEE Trans. Signal Processing , vol.39 , pp. 683-697
    • Jeng, F.C.1    Woods, J.W.2
  • 24
    • 0028466714 scopus 로고
    • Maximum-likelihood parameter estimation for unsupervised stochastic model-based image segmentation
    • J. Zhang, J. W. Modestino, and D. A. Langan, "Maximum-likelihood parameter estimation for unsupervised stochastic model-based image segmentation," IEEE Trans. Image Processing, vol. 4, pp. 404-420, 1994.
    • (1994) IEEE Trans. Image Processing , vol.4 , pp. 404-420
    • Zhang, J.1    Modestino, J.W.2    Langan, D.A.3
  • 25
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distribution, and the Bayesian restoration of images
    • S. Geman and D. Geman, "Stochastic relaxation, Gibbs distribution, and the Bayesian restoration of images," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-6, pp. 721-741, 1984.
    • (1984) IEEE Trans. Pattern Anal. Machine Intell. , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 26
    • 0023123263 scopus 로고
    • Modeling and segmentation of noisy and textured images using Gibbs random fields
    • H. Derin and H. Elliot, "Modeling and segmentation of noisy and textured images using Gibbs random fields," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-9, pp. 39-55, 1987.
    • (1987) IEEE Trans. Pattern Anal. Machine Intell. , vol.PAMI-9 , pp. 39-55
    • Derin, H.1    Elliot, H.2
  • 27
    • 0024715149 scopus 로고
    • Simultaneous parameter estimation and segmentation of Gibbs random fields using simulated annealing
    • S. Lakshmanan and H. Derin, "Simultaneous parameter estimation and segmentation of Gibbs random fields using simulated annealing," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 799-813, 1989.
    • (1989) IEEE Trans. Pattern Anal. Machine Intell. , vol.11 , pp. 799-813
    • Lakshmanan, S.1    Derin, H.2
  • 28
    • 85126499904 scopus 로고
    • Bayesian segmentation of MR images using 3D Gibbsian priors
    • M. Rabbani, M. I. Sezan, and A. M. Tekalp, Eds. San Jose, CA: SPIE, Feb.
    • M. M. Chang, A. M. Tekalp, and M. I. Sezan, "Bayesian segmentation of MR images using 3D Gibbsian priors," in Image and Video Processing, M. Rabbani, M. I. Sezan, and A. M. Tekalp, Eds. San Jose, CA: SPIE, Feb. 1993, vol. 1903.
    • (1993) Image and Video Processing , vol.1903
    • Chang, M.M.1    Tekalp, A.M.2    Sezan, M.I.3
  • 29
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice system
    • J. Besag, "Spatial interaction and the statistical analysis of lattice system," J. R. Stat. Soc., vol. 36, pp. 192-326, 1974.
    • (1974) J. R. Stat. Soc. , vol.36 , pp. 192-326
    • Besag, J.1
  • 30
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures
    • _, "On the statistical analysis of dirty pictures," J. R. Stat. Soc., vol. 48, pp. 259-302, 1986.
    • (1986) J. R. Stat. Soc. , vol.48 , pp. 259-302
  • 31
    • 0028955212 scopus 로고
    • CT volumetric data based left ventricle motion estimation: An integrated approach
    • C. W. Chen, J. Luo, K. J. Parker, and T. S. Huang, "CT volumetric data based left ventricle motion estimation: an integrated approach," J. Comput. Med. Imag. Graph., vol. 19, pp. 85-100, 1995.
    • (1995) J. Comput. Med. Imag. Graph. , vol.19 , pp. 85-100
    • Chen, C.W.1    Luo, J.2    Parker, K.J.3    Huang, T.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.