메뉴 건너뛰기




Volumn 32, Issue 11, 2011, Pages 1532-1540

Unsupervised multi-class segmentation of SAR images using triplet Markov fields models based on edge penalty

Author keywords

Edge penalty; Multi class segmentation; Multi region merging; New energy function; SAR image; Triplet Markov random field (TMF)

Indexed keywords

EDGE PENALTY; ENERGY FUNCTIONS; MARKOV RANDOM FIELDS; MULTI-CLASS; MULTI-REGION MERGING; SAR IMAGES;

EID: 79957527724     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2011.04.009     Document Type: Article
Times cited : (20)

References (21)
  • 1
    • 23844503626 scopus 로고    scopus 로고
    • Unsupervised image segmentation using triplet Markov fields
    • DOI 10.1016/j.cviu.2005.04.003, PII S1077314205000470
    • D. Benboudjema, and W. Pieczynski Unsupervised image segmentation using triplet Markov fields Comput. Vision Image Understand. 99 3 2005 476 498 (Pubitemid 41162467)
    • (2005) Computer Vision and Image Understanding , vol.99 , Issue.3 , pp. 476-498
    • Benboudjema, D.1    Pieczynski, W.2
  • 2
    • 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. Machine Intell. 29 8 2007 1367 1378 (Pubitemid 47040436)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.8 , pp. 1367-1378
    • Benboudjema, D.1    Pieczynski, W.2
  • 4
    • 12844260165 scopus 로고    scopus 로고
    • An unsupervised segmentation method based on MPM for SAR images
    • DOI 10.1109/LGRS.2004.839649
    • Yongfeng Cao, and Hong Sun An unsupervised segmentation method based on MPM for SAR images IEEE Trans. Geosci. Remote Sens. Lett. 2 1 2005 55 58 (Pubitemid 40162805)
    • (2005) IEEE Geoscience and Remote Sensing Letters , vol.2 , Issue.1 , pp. 55-58
    • Cao, Y.1    Sun, H.2    Xu, X.3
  • 5
    • 0032202666 scopus 로고    scopus 로고
    • Quantitative comparison of the performance of SAR segmentation algorithms
    • PII S1057714998077483
    • R. Caves, S. Quegna, and R. White Quantitative comparison of the performance of SAR segmentation algorithms IEEE Trans. Image Process. 17 11 1998 1534 1546 (Pubitemid 128745427)
    • (1998) IEEE Transactions on Image Processing , vol.7 , Issue.11 , pp. 1534-1546
    • Caves, R.1    Quegan, S.2    White, R.3
  • 6
    • 0141905889 scopus 로고    scopus 로고
    • Texture analysis and classification of ERS SAR images for map updating of urban areas in the Netherlands
    • R.J. Dekker Texture analysis and classification of ERS SAR images for map updating of urban areas in the Netherlands IEEE Trans. Geosci. Remote Sens. 41 9 2003 1950 1958
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.9 , pp. 1950-1958
    • Dekker, R.J.1
  • 8
    • 0032687294 scopus 로고    scopus 로고
    • Estimation of Markov random field prior parameters using Markov chain Monte Carlo maximum likelihood
    • X. Descombes, R.D. Morris, J. Zerubia, and M. Berthod Estimation of Markov random field prior parameters using Markov chain Monte Carlo maximum likelihood IEEE Trans. Image Process. 8 7 1999 954 963
    • (1999) IEEE Trans. Image Process. , vol.8 , Issue.7 , pp. 954-963
    • Descombes, X.1    Morris, R.D.2    Zerubia, J.3    Berthod, M.4
  • 10
  • 11
    • 0031147239 scopus 로고    scopus 로고
    • Estimation of generalized multisensor hidden markov chains and unsupervised image segmentation
    • N. Giordana, and W. Pieczynski Estimation of generalized multisensory hidden Markov chains and unsupervised image segmentation IEEE Trans. Pattern Anal. Machine Intell. 19 5 1997 465 475 (Pubitemid 127762238)
    • (1997) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.19 , Issue.5 , pp. 465-475
    • Giordana, N.1    Pieczynski, W.2
  • 13
    • 0029755897 scopus 로고    scopus 로고
    • Coherent radar detection against K-distributed clutter with partially correlated texture
    • P. Lombardo, and A. Farina Coherent radar detection against K-distributed clutter with partially correlated texture Signal Process. 48 1 1996 1 15
    • (1996) Signal Process. , vol.48 , Issue.1 , pp. 1-15
    • Lombardo, P.1    Farina, A.2
  • 15
    • 0000703338 scopus 로고    scopus 로고
    • Pairwise Markov random fields and segmentation of textured images
    • W. Pieczynski, and A.-N. Tebbache Pairwise Markov random fields and segmentation of textured images Machine Graphics Vision 9 3 2000 705 718
    • (2000) Machine Graphics Vision , vol.9 , Issue.3 , pp. 705-718
    • Pieczynski, W.1    Tebbache, A.-N.2
  • 16
    • 24944572607 scopus 로고    scopus 로고
    • Supervised segmentation of remote sensing images based on a tree-structured MRF model
    • DOI 10.1109/TGRS.2005.852163
    • G. Poggi, G. Scarpa, and J. Zerubia Supervised segmentation of remote sensing images based on a tree-structured MRF model IEEE Trans. Geosci. Remote Sens. 43 8 2005 1901 1911 (Pubitemid 41329037)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.8 , pp. 1901-1911
    • Poggi, G.1    Scarpa, G.2    Zerubia, J.B.3
  • 17
    • 7044247421 scopus 로고    scopus 로고
    • A new statistical model for Markovian classification of urban areas in high-resolution SAR images
    • C. Tison, J.M. Nicolas, F. Tupin, and H. Maitre A new statistical model for Markovian classification of urban areas in high-resolution SAR images IEEE Trans. Geosci. Remote Sens. 42 10 2004 2046 2057
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.10 , pp. 2046-2057
    • Tison, C.1    Nicolas, J.M.2    Tupin, F.3    Maitre, H.4
  • 19
    • 36348963479 scopus 로고    scopus 로고
    • Combining local and global features for image segmentation using iterative classification and region merging
    • Yu, Qiyao, Clausi, D.A.; 2005. Combining local and global features for image segmentation using iterative classification and region merging. In: Proc. Second Canadian Conf. Computer and Robot Vision, pp. 579-586.
    • (2005) Proc. Second Canadian Conf. Computer and Robot Vision , pp. 579-586
    • Qiyao, Y.1    Clausi, D.A.2
  • 20
    • 36349035278 scopus 로고    scopus 로고
    • SAR sea-ice image analysis based on iterative region growing using semantics
    • Qiyao Yu, and D.A. Clausi SAR sea-ice image analysis based on iterative region growing using semantics IEEE Trans. Geosci. Remote Sens. 45 12 2007 3918 3931
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.12 , pp. 3918-3931
    • Yu, Q.1    Clausi, D.A.2
  • 21
    • 56549121535 scopus 로고    scopus 로고
    • Image segmentation using edge penalties and region growing
    • Qiyao Yu, and D.A. Clausi Image segmentation using edge penalties and region growing IEEE Trans. Pattern Anal. Machine Intell. 30 12 2008 2126 2139
    • (2008) IEEE Trans. Pattern Anal. Machine Intell. , vol.30 , Issue.12 , pp. 2126-2139
    • Yu, Q.1    Clausi, D.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.