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Volumn 10, Issue 5, 2013, Pages 971-975

Unsupervised SAR image segmentation using a hierarchical TMF model

Author keywords

Bayesian inference; hierarchical triplet Markov field (HTMF) model; multiclass segmentation; synthetic aperture radar (SAR) image

Indexed keywords

BAYESIAN INFERENCE; GENERALIZED GAMMA DISTRIBUTION; LOCAL IMAGE CHARACTERISTIC; MULTI-CLASS SEGMENTATIONS; PROBABILITY COMPUTATIONS; SPATIAL STRUCTURE INFORMATION; SYNTHETIC APERTURE RADAR (SAR) IMAGES; TRIPLET MARKOV FIELDS;

EID: 84879971854     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2012.2227295     Document Type: Article
Times cited : (14)

References (14)
  • 1
    • 34447285018 scopus 로고    scopus 로고
    • Unsupervised statistical segmentation of nonstationary images using triplet Markov fields
    • DOI 10.1109/TPAMI.2007.1059
    • D. Benboudjema and W. Pieczynski, "Unsupervised statistical segmentation of nonstationary images using triplet Markov fields," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 8, pp. 1367-1378, Aug. 2007. (Pubitemid 47040436)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.8 , pp. 1367-1378
    • Benboudjema, D.1    Pieczynski, W.2
  • 2
    • 79957527724 scopus 로고    scopus 로고
    • Unsupervised multi-class segmentation of SAR images using triplet Markov fields models based on edge penalty
    • Aug
    • Y. Wu, M. Li, P. Zhang, H. T. Zong, P. Xiao, and C. Y. Liu, "Unsupervised multi-class segmentation of SAR images using triplet Markov fields models based on edge penalty," Pattern Recognit. Lett., vol. 32, no. 11, pp. 1532-1540, Aug. 2011.
    • (2011) Pattern Recognit. Lett. , vol.32 , Issue.11 , pp. 1532-1540
    • Wu, Y.1    Li, M.2    Zhang, P.3    Zong, H.T.4    Xiao, P.5    Liu, C.Y.6
  • 3
    • 84863477364 scopus 로고    scopus 로고
    • SAR image multiclass segmentation using a multiscale TMF model in wavelet domain
    • Nov
    • P. Zhang, M. Li, Y. Wu, M. Liu, F. Wang, and L. Gan, "SAR image multiclass segmentation using a multiscale TMF model in wavelet domain," IEEE Geosci. Remote Sens. Lett., vol. 9, no. 6, pp. 1099-1103, Nov. 2012.
    • (2012) IEEE Geosci. Remote Sens. Lett. , vol.9 , Issue.6 , pp. 1099-1103
    • Zhang, P.1    Li, M.2    Wu, Y.3    Liu, M.4    Wang, F.5    Gan, L.6
  • 4
    • 84862198208 scopus 로고    scopus 로고
    • Unsupervised multi-class segmentation of SAR images using fuzzy triplet Markov fields model
    • Nov
    • P. Zhang, M. Li, Y. Wu, L. Gan, M. Liu, F. Wang, and G. F. Liu, "Unsupervised multi-class segmentation of SAR images using fuzzy triplet Markov fields model," Pattern Recognit., vol. 45, no. 11, pp. 4018-4033, Nov. 2012.
    • (2012) Pattern Recognit. , vol.45 , Issue.11 , pp. 4018-4033
    • Zhang, P.1    Li, M.2    Wu, Y.3    Gan, L.4    Liu, M.5    Wang, F.6    Liu, G.F.7
  • 5
    • 14644395523 scopus 로고    scopus 로고
    • A hierarchical Markovian model for multiscale region-based classification of vector-valued images
    • DOI 10.1109/TGRS.2004.842405
    • A. Katartzis, I. Vanhamel, and H. Sahli, "A hierarchical Markovian model for multiscale region-based classification of vector-valued images," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 548-558, Mar. 2005. (Pubitemid 40320276)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.3 , pp. 548-558
    • Katartzis, A.1    Vanhamel, I.2    Sahli, H.3
  • 6
    • 0034229994 scopus 로고    scopus 로고
    • Sonar image segmentation using an unsupervised hierarchical MRF model
    • Jul
    • M. Mignotte, C. Collet, P. Perez, and P. Bouthemy, "Sonar image segmentation using an unsupervised hierarchical MRF model," IEEE Trans. Image Process., vol. 9, no. 7, pp. 1216-1231, Jul. 2000.
    • (2000) IEEE Trans. Image Process. , vol.9 , Issue.7 , pp. 1216-1231
    • Mignotte, M.1    Collet, C.2    Perez, P.3    Bouthemy, P.4
  • 7
    • 0033878097 scopus 로고    scopus 로고
    • Discrete Markov image modeling and inference on the quadtree
    • DOI 10.1109/83.826777
    • J. M. Laferte, P. Perez, and F. Heitz, "Discrete Markov modeling and inference on the quad-tree," IEEE Trans. Image Process., vol. 9, no. 3, pp. 390-404, Mar. 2000. (Pubitemid 30572360)
    • (2000) IEEE Transactions on Image Processing , vol.9 , Issue.3 , pp. 390-404
    • Laferte, J.-M.1    Perez, P.2    Heitz, F.3
  • 8
    • 84879917038 scopus 로고    scopus 로고
    • EM procedures using mean field-like approximations for Markov model-based image segmentation
    • France, Tech. Rep. 4105
    • G. Celeux, F. Forbes, and N. Peyrard, EM procedures using mean field-like approximations for Markov model-based image segmentation, INRIA, Le Chesnay, France, Tech. Rep. 4105. [Online]. Available: http://hal.inria.fr/inria- 00072526/en/
    • INRIA, le Chesnay
    • Celeux, G.1    Forbes, F.2    Peyrard, N.3
  • 10
    • 0023123263 scopus 로고
    • Modeling and segmentation of noisy and textured images using gibbs random fields
    • H. Derin and H. Elliott, "Modeling and segmentation of noisy and textured images using Gibbs random fields," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-9, no. 1, pp. 39-55, Jan. 1987. (Pubitemid 17534848)
    • (1987) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.PAMI-9 , Issue.1 , pp. 39-55
    • Derin, H.1    Elliott, H.2
  • 11
    • 77952581843 scopus 로고    scopus 로고
    • An efficient and flexible statistical model based on generalized gamma distribution for amplitude SAR images
    • Jun
    • H. C. Li, W. Hong, Y. R. Wu, and P. Z. Fan, "An efficient and flexible statistical model based on generalized gamma distribution for amplitude SAR images," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 6, pp. 2711- 2722, Jun. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.6 , pp. 2711-2722
    • Li, H.C.1    Hong, W.2    Wu, Y.R.3    Fan, P.Z.4
  • 12
    • 48349091769 scopus 로고    scopus 로고
    • Globally convergent algorithms for estimating generalized gamma distributions in fast signal and image processing
    • Aug
    • K. S. Song, "Globally convergent algorithms for estimating generalized gamma distributions in fast signal and image processing," IEEE Trans. Image Process., vol. 17, no. 8, pp. 1233-1250, Aug. 2008.
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.8 , pp. 1233-1250
    • Song, K.S.1
  • 13
    • 75449118923 scopus 로고    scopus 로고
    • PolSAR data segmentation by combining tensor space cluster analysis and Markovian framework
    • Jan
    • Y. H.Wang, C. Z. Han, and F. Tupin, "PolSAR data segmentation by combining tensor space cluster analysis and Markovian framework," IEEE Geosci. Remote Sens. Lett., vol. 7, no. 1, pp. 210-214, Jan. 2010.
    • (2010) IEEE Geosci. Remote Sens. Lett. , vol.7 , Issue.1 , pp. 210-214
    • Wang, Y.H.1    Han, C.Z.2    Tupin, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.