메뉴 건너뛰기




Volumn 15, Issue 6, 1996, Pages 871-880

Unsupervised vector image segmentation by a tree structure-ICM algorithm

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; MEDICAL IMAGING; PARAMETER ESTIMATION; TREES (MATHEMATICS); VECTORS;

EID: 0030417785     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/42.544504     Document Type: Article
Times cited : (48)

References (48)
  • 1
    • 0016355478 scopus 로고    scopus 로고
    • A new look at the statistical model identification, 19, pp. 716-723, 1974.
    • H. Akaike, "A new look at the statistical model identification, " IEEE Trans. Automat. Contr., vol. AC-19, pp. 716-723, 1974.
    • IEEE Trans. Automat. Contr., Vol. AC
    • Akaike, H.1
  • 2
    • 0014060964 scopus 로고    scopus 로고
    • A clustering technique for summarizing multivariate data, vol. 12, pp. 153-155, 1967.
    • G. H. Ball and D. J. Hall, "A clustering technique for summarizing multivariate data, " Behavioral Sei, vol. 12, pp. 153-155, 1967.
    • Behavioral Sei
    • Ball, G.H.1    Hall, D.J.2
  • 3
    • 0027453616 scopus 로고    scopus 로고
    • Model-based Gaussian and nonGaussian clustering, 803-821, 1993.
    • J. D. Banfield and A. E. Raftery, "Model-based Gaussian and nonGaussian clustering, " Biometrics, pp. 803-821, 1993.
    • Biometrics, Pp.
    • Banfield, J.D.1    Raftery, A.E.2
  • 4
    • 33747482165 scopus 로고    scopus 로고
    • On the statistical analysis of dirty pictures, J. vol. 48, no. 3, pp. 259-302, 1986.
    • J. Besag, "On the statistical analysis of dirty pictures, " J. Roy. Stat. Soc., ser. B, vol. 48, no. 3, pp. 259-302, 1986.
    • Roy. Stat. Soc., Ser. B
    • Besag, J.1
  • 5
  • 6
    • 0026104394 scopus 로고    scopus 로고
    • Multiple resolution segmentation of texture images, vol. 13, pp. 99-113, 1991.
    • C. Bouman and B. Liu, "Multiple resolution segmentation of texture images, " IEEE Trans. Pattern Anal. Machine Intell, vol. 13, pp. 99-113, 1991.
    • IEEE Trans. Pattern Anal. Machine Intell
    • Bouman, C.1    Liu, B.2
  • 7
    • 0028392841 scopus 로고    scopus 로고
    • A multiscale random field model for Bayesian image segmentation, vol. 3, pp. 162 177, 1994.
    • C. Bouman and M. Shapiro, "A multiscale random field model for Bayesian image segmentation, " IEEE Trans. Image Processing, vol. 3, pp. 162 177, 1994.
    • IEEE Trans. Image Processing
    • Bouman, C.1    Shapiro, M.2
  • 8
    • 0027875650 scopus 로고    scopus 로고
    • The integration of image segmentation maps using region and edge information, vol. 15, pp. 1241-1252, 1993.
    • C. C. Chu and J. K. Aggarwal, "The integration of image segmentation maps using region and edge information, " IEEE Trans. Pattern Anal. Machine Intell, vol. 15, pp. 1241-1252, 1993.
    • IEEE Trans. Pattern Anal. Machine Intell
    • Chu, C.C.1    Aggarwal, J.K.2
  • 9
    • 0002629270 scopus 로고    scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm, J. vol. 39, no. 1, pp. 1-38, 1977.
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, " Maximum likelihood from incomplete data via the EM algorithm, " J. Roy. Stat. Soc., ser. B, vol. 39, no. 1, pp. 1-38, 1977.
    • Roy. Stat. Soc., Ser. B
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 10
    • 84988774221 scopus 로고    scopus 로고
    • Model selection based on asymptotic Bayes theory, in 7th SP Workshop on Statistical Signal & Array Processing, 19, pp. 7-10.
    • P. M. Djuric, "Model selection based on asymptotic Bayes theory, " in Proc. 7th SP Workshop on Statistical Signal & Array Processing, 19, pp. 7-10.
    • Proc.
    • Djuric, P.M.1
  • 14
    • 0026151642 scopus 로고    scopus 로고
    • Parallel and deterministic algorithms from MRF's: Surface reconstruction, vol. 13, pp. 401112, 1991.
    • D. Geiger and F. Girosi, "Parallel and deterministic algorithms from MRF's: Surface reconstruction, " IEEE Trans. Pattern Anal. Machine Intell, vol. 13, pp. 401112, 1991.
    • IEEE Trans. Pattern Anal. Machine Intell
    • Geiger, D.1    Girosi, F.2
  • 15
    • 0021518209 scopus 로고    scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images, 6, pp. 721-741, 1984.
    • S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images, " IEEE Trans. Pattern Anal. Machine Intell, vol. PAMI6, pp. 721-741, 1984.
    • IEEE Trans. Pattern Anal. Machine Intell, Vol. PAMI
    • Geman, S.1    Geman, D.2
  • 18
    • 0026987170 scopus 로고    scopus 로고
    • Discontinuity-preserving vector smoothing on multivariate MR images via vector mean field annealing, 69-80, 1992.
    • Y. S. Han and W. E. Snyder, "Discontinuity-preserving vector smoothing on multivariate MR images via vector mean field annealing, " Proc. SPIE Math. Methods Med. Imag., pp. 69-80, 1992.
    • Proc. SPIE Math. Methods Med. Imag., Pp.
    • Han, Y.S.1    Snyder, W.E.2
  • 20
    • 0027969440 scopus 로고    scopus 로고
    • Multiscale minimization of global energy functions in some visual recovery problems, vol. 59, pp. 125-134, 1994.
    • F. Heitz, P. Ferez, and P. Bouthemy, "Multiscale minimization of global energy functions in some visual recovery problems, " CVGIP: Image Understanding, vol. 59, pp. 125-134, 1994.
    • CVGIP: Image Understanding
    • Heitz, F.1    Ferez, P.2    Bouthemy, P.3
  • 21
    • 0026940657 scopus 로고    scopus 로고
    • Color images' segmentation using scale space filter and Markov random field, vol. 25, pp. 1217-1229, 1992.
    • [211 C. L. Huang, T. Y. Cheng, and C. C. Chen, "Color images' segmentation using scale space filter and Markov random field, " Pattern. Recog., vol. 25, pp. 1217-1229, 1992.
    • Pattern. Recog.
    • Huang, C.L.1    Cheng, T.Y.2    Chen, C.C.3
  • 23
    • 0026124056 scopus 로고    scopus 로고
    • Compound Gauss-Markov random fields for image estimation, vol. 39, pp. 683-697, 1991.
    • F. C. Jeng and J. W. Wood, "Compound Gauss-Markov random fields for image estimation, " IEEE Trans. Signal Processing, vol. 39, pp. 683-697, 1991.
    • IEEE Trans. Signal Processing
    • Jeng, F.C.1    Wood, J.W.2
  • 25
    • 0028996751 scopus 로고    scopus 로고
    • Unsupervised adaptive image segmentation, in 19, pp. 2399-2402.
    • Z. Kato, J. Zerubia, and M. Berthod, "Unsupervised adaptive image segmentation, " in Proc. ICASSP, 19, pp. 2399-2402.
    • Proc. ICASSP
    • Kato, Z.1    Zerubia, J.2    Berthod, M.3
  • 26
    • 0027290373 scopus 로고    scopus 로고
    • Design and theoretical analysis of a vector field segmentation algorithm, in 19, vol. 5, pp. 5-8.
    • I. B. Kerfont and Y. Bresler, "Design and theoretical analysis of a vector field segmentation algorithm, " in Proc. ICASSP, 19, vol. 5, pp. 5-8.
    • Proc. ICASSP
    • Kerfont, I.B.1    Bresler, Y.2
  • 28
    • 85177174522 scopus 로고    scopus 로고
    • Cluster validation for unsupervised stochastic model-based image segmentation, in 19, vol. 2 , pp. 197-201.
    • D. A. Langan, J. W. Modestino, and J. Zhang, "Cluster validation for unsupervised stochastic model-based image segmentation, " in Proc. ICIP, 19, vol. 2 , pp. 197-201.
    • Proc. ICIP
    • Langan, D.A.1    Modestino, J.W.2    Zhang, J.3
  • 29
    • 0024715149 scopus 로고    scopus 로고
    • Simultaneous parameter estimation and segmentation of Gibbs random fields using simulated annealing, vol. 11, pp. 799-813, 1989.
    • 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.
    • IEEE Trans. Pattern Anal. Machine Intell
    • Lakshmanan, S.1    Derin, H.2
  • 31
    • 0001863842 scopus 로고    scopus 로고
    • Constructing simple stable descriptions for image partitioning, vol. 3, pp. 73-102. 1989.
    • Y. G. Leclerc, "Constructing simple stable descriptions for image partitioning, " Int. J. Comput. Vision, vol. 3, pp. 73-102. 1989.
    • Int. J. Comput. Vision
    • Leclerc, Y.G.1
  • 32
    • 0026904282 scopus 로고    scopus 로고
    • Parameter estimation of finite mixtures using EM algorithm and information criteria with application to medical image processing, vol. 39, pp. 1126-1133, 1992. [33] J. Marroquin, S. Mitter, and T. Poggio, Probabilistic solution of illposed problems in computational vision. J. Amer. Stat. Assoc., vol. 82. pp. 76-89, 1987.
    • Z. Liang, R. J. Jaszczak, and R. E. Coleman, "Parameter estimation of finite mixtures using EM algorithm and information criteria with application to medical image processing, " IEEE Trans. Nucl. Sci., vol. 39, pp. 1126-1133, 1992. [33] J. Marroquin, S. Mitter, and T. Poggio, "Probabilistic solution of illposed problems in computational vision." J. Amer. Stat. Assoc., vol. 82. pp. 76-89, 1987.
    • IEEE Trans. Nucl. Sci.
    • Liang, Z.1    Jaszczak, R.J.2    Coleman, R.E.3
  • 33
    • 0027591549 scopus 로고    scopus 로고
    • SEM algorithm and unsupervised statistical segmentation of satellite images, vol. 31, pp. 618-633, 1993.
    • P. Masson and W. Pieczynski, "SEM algorithm and unsupervised statistical segmentation of satellite images, " IEEE Trans. Geosci. Remote Sensing, vol. 31, pp. 618-633, 1993.
    • IEEE Trans. Geosci. Remote Sensing
    • Masson, P.1    Pieczynski, W.2
  • 34
    • 0029307021 scopus 로고    scopus 로고
    • Combining image compression and classification using vector quantization, 17, pp. 461-473, 1995.
    • K. L. Oehler and R. M. Gray, "Combining image compression and classification using vector quantization, " IEEE Trans. Pattern Anal. Machine Intell. vul. 17, pp. 461-473, 1995.
    • IEEE Trans. Pattern Anal. Machine Intell. Vul.
    • Oehler, K.L.1    Gray, R.M.2
  • 35
    • 0027795313 scopus 로고    scopus 로고
    • Unsupervised segmentation of textured color images using Markov random field models, in 19, pp. 776-777.
    • D. K. Panjwani and G. Healey, "Unsupervised segmentation of textured color images using Markov random field models, " in IEEE Conf. Comput. Vision and Pattern Recog., 19, pp. 776-777.
    • IEEE Conf. Comput. Vision and Pattern Recog.
    • Panjwani, D.K.1    Healey, G.2
  • 36
    • 0026842556 scopus 로고    scopus 로고
    • An adaptive clustering algorithm for image segmenta tion, vol. 40, pp. 901-914, 1992.
    • T. N. Pappas, "An adaptive clustering algorithm for image segmenta tion, " IEEE Trans. Signal Processing, vol. 40, pp. 901-914, 1992.
    • IEEE Trans. Signal Processing
    • Pappas, T.N.1
  • 37
    • 0027597017 scopus 로고    scopus 로고
    • A unified approach to treestructure and multistage vector quantization for noisy channels, vol. 39, pp. 835-850, 1993.
    • N. Phamdo, N. Farvardin, and T. Moriya, "A unified approach to treestructure and multistage vector quantization for noisy channels, " IEEE Trans. Inform. Theory, vol. 39, pp. 835-850, 1993.
    • IEEE Trans. Inform. Theory
    • Phamdo, N.1    Farvardin, N.2    Moriya, T.3
  • 38
    • 0026984885 scopus 로고    scopus 로고
    • Order statistics in digital image processing, 1893-1921, 1992.
    • I. Pitas and A. N. Venetsanopoulos, "Order statistics in digital image processing, " Proc. IEEE, pp. 1893-1921, 1992.
    • Proc. IEEE, Pp.
    • Pitas, I.1    Venetsanopoulos, A.N.2
  • 40
    • 0019543792 scopus 로고    scopus 로고
    • An approximate solution to normal mixture identification with application to unsupervised pattern classification, 1-3, pp. 163-179, 1981.
    • J. G. Postaire and C. P. A. Vasseur, "An approximate solution to normal mixture identification with application to unsupervised pattern classification, " IEEE Trans. Pattern Anal. Machine Intell, vol. PAM1-3, pp. 163-179, 1981.
    • IEEE Trans. Pattern Anal. Machine Intell, Vol. PAM
    • Postaire, J.G.1    Vasseur, C.P.A.2
  • 41
    • 0026899931 scopus 로고    scopus 로고
    • Segmentation of polarimetric synthetic aperture radar data, vol. 1, pp. 281-300, 1992.
    • E. Rignot and R. Chellappa, "Segmentation of polarimetric synthetic aperture radar data, " IEEE Trans. Image Processing, vol. 1, pp. 281-300, 1992.
    • IEEE Trans. Image Processing
    • Rignot, E.1    Chellappa, R.2
  • 42
    • 0026260871 scopus 로고    scopus 로고
    • A greedy tree growing algorithm for the design of variable rate vector quantizers, vol. 39, pp. 2500-2507, 1991.
    • E. A. Riskin and R. M. Gray, "A greedy tree growing algorithm for the design of variable rate vector quantizers, " IEEE Trans. Signal Processing, vol. 39, pp. 2500-2507, 1991.
    • IEEE Trans. Signal Processing
    • Riskin, E.A.1    Gray, R.M.2
  • 43
    • 0018015137 scopus 로고    scopus 로고
    • Modeling by shortest data description, vol. 14, pp. 465-4-78, 1978.
    • J. Rissanen, "Modeling by shortest data description, " Automatica, vol. 14, pp. 465-4-78, 1978.
    • Automatica
    • Rissanen, J.1
  • 45
    • 44049114806 scopus 로고    scopus 로고
    • Unsupervised segmentation of noisy and textured images using Markov random fields, vol. 54, pp. 308-328, 1992.
    • C. Won and H. Derin, "Unsupervised segmentation of noisy and textured images using Markov random fields, " CVGIP: Graphical Models and Image Processing, vol. 54, pp. 308-328, 1992.
    • CVGIP: Graphical Models and Image Processing
    • Won, C.1    Derin, H.2
  • 46
    • 0029276962 scopus 로고    scopus 로고
    • A new criterion for automatic multilevel thresholding, vol. 4, pp. 370-378, 1995.
    • J. C. Yen, F. J. Chang, and S Chang, "A new criterion for automatic multilevel thresholding, " IEEE Trans. Image Processing, vol. 4, pp. 370-378, 1995.
    • IEEE Trans. Image Processing
    • Yen, J.C.1    Chang, F.J.2    Chang, S.3
  • 47
    • 0025505758 scopus 로고    scopus 로고
    • A model-fitting approach to cluster validation with application to stochastic model-base image segmentation, vol. 12, pp. 1009-1017, 1990.
    • J. Zhang and J. W. Modestino, "A model-fitting approach to cluster validation with application to stochastic model-base image segmentation, " lEEETrans. Pattern Anal. Machine Intell., vol. 12, pp. 1009-1017, 1990.
    • LEEETrans. Pattern Anal. Machine Intell.
    • Zhang, J.1    Modestino, J.W.2
  • 48
    • 0026938712 scopus 로고    scopus 로고
    • The mean fields theory in EM procedures for Markov random fields, vol. 40, pp. 2570-2583, 1992.
    • J. Zhang, "The mean fields theory in EM procedures for Markov random fields, " IEEE Irans. Signal Processing, vol. 40, pp. 2570-2583, 1992.
    • IEEE Irans. Signal Processing
    • Zhang, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.