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Volumn 5, Issue 5, 2012, Pages 1383-1393

Evaluating SAR sea ice image segmentation using edge-preserving region-based MRFs

Author keywords

Instantaneous coefficient of variation; Markov random field (MRF); Sea ice segmentation; Synthetic aperture radar (SAR); Watersheds

Indexed keywords

COEFFICIENT OF VARIATION; COMPUTATIONAL SAVINGS; COMPUTATIONAL TIME; EDGE PRESERVING; EXTRACTION PROCESS; FEATURE MODELS; INTENSITY IMAGES; MARKOV RANDOM FIELDS; OPTIMIZATION PROCESS; QUANTITATIVE ASSESSMENTS; REGION-BASED; SAR IMAGES; SEARCH SPACES; SEGMENTATION ACCURACY; SEGMENTATION METHODS; SEGMENTATION PROCESS; SPECKLE NOISE; TESTING RESULTS; WATER-SHED ALGORITHM;

EID: 84869880702     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2012.2217940     Document Type: Article
Times cited : (28)

References (38)
  • 1
    • 84870745854 scopus 로고    scopus 로고
    • Canadian Ice Services. [Online].Available
    • Canadian Ice Services. [Online]. Available: http://ice-glaces.ec.gc.ca
  • 2
    • 0033501849 scopus 로고    scopus 로고
    • Thinning of the Arctic sea-ice cover
    • DOI 10.1029/1999GL010863
    • D. Rothrock, Y. Yu, and G. Maykut, "Thinning of the Arctic sea-ice cover," Geophys. Res. Lett., vol. 26, no. 23, pp. 3469-3472, 2000. (Pubitemid 30137330)
    • (1999) Geophysical Research Letters , vol.26 , Issue.23 , pp. 3469-3472
    • Rothrock, D.A.1    Yu, Y.2    Maykut, G.A.3
  • 3
    • 84870740364 scopus 로고    scopus 로고
    • [Online]. Available
    • World Meteorology Organization. [Online]. Available: http://www. wmo.ch/index-en.html
  • 5
    • 0033569091 scopus 로고    scopus 로고
    • Unsupervised segmentation of ERS and Radarsat sea ice images using multiresolution peak detection and aggregated population equalization
    • L. K. Soh and C. Tsatsoulis, "Unsupervised segmentation of ERS and RADARSAT sea ice images using multiresolution peak detection and aggregated population equalization," Int. J. Remote Sens., vol. 20, no. 15-16, pp. 3087-3109, 1999. (Pubitemid 30014827)
    • (1999) International Journal of Remote Sensing , vol.20 , Issue.15-16 , pp. 3087-3109
    • Soh, L.-K.1    Tsatsoulis, C.2
  • 6
    • 1242331304 scopus 로고    scopus 로고
    • Comparing co-occurrence probabilities and Markov
    • random fields for texture analysis of SAR sea ice imagery
    • D. A. Clausi and B. Yue, "Comparing co-occurrence probabilities and Markov random fields for texture analysis of SAR sea ice imagery," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 1, pp. 215-228, 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.1 , pp. 215-228
    • Clausi, D.A.1    Yue, B.2
  • 7
    • 1242331303 scopus 로고    scopus 로고
    • ARKTOS: An intelligent system for SAR sea ice image classification
    • L. K. Soh, C. Tsatsoulis, D. Gineris, and C. Bertoia, "ARKTOS: An intelligent system for SAR sea ice image classification," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 1, pp. 229-248, 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.1 , pp. 229-248
    • Soh, L.K.1    Tsatsoulis, C.2    Gineris, D.3    Bertoia, C.4
  • 8
    • 36348963479 scopus 로고    scopus 로고
    • Combine local and global features for image segmentation using iterative classification and region merging
    • Q. Yu and D. A. Clausi, "Combine local and global features for image segmentation using iterative classification and region merging," in Proc. 2nd Can. Conf. Comput. Robot Vision, 2005, pp. 579-586.
    • (2005) Proc. 2nd Can. Conf. Comput. Robot Vision , pp. 579-586
    • Yu, Q.1    Clausi, D.A.2
  • 9
    • 14644412825 scopus 로고    scopus 로고
    • Unsupervised segmentation of synthetic aperture radar sea ice imagery using a novel Markov
    • random field model
    • H. Deng and D. A. Clausi, "Unsupervised segmentation of synthetic aperture radar sea ice imagery using a novel Markov random field model," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 528-538, 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.3 , pp. 528-538
    • Deng, H.1    Clausi, D.A.2
  • 10
    • 29044441580 scopus 로고    scopus 로고
    • Operational map-guided classification of SAR sea ice imagery
    • DOI 10.1109/TGRS.2005.857897
    • P. Maillard, D. A. Clausi, and H. Deng, "Operational map-guided classification of SAR sea ice imagery," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 2, pp. 2940-2951, 2005. (Pubitemid 41788558)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.12 , pp. 2940-2951
    • Maillard, P.1    Clausi, D.A.2    Deng, H.3
  • 11
    • 34948874822 scopus 로고    scopus 로고
    • Improved classification of SAR sea ice imagery based on segmentation
    • DOI 10.1109/IGARSS.2006.955, 4242103, 2006 IEEE International Geoscience and Remote Sensing Symposium, IGARSS
    • W. Yang, C. He, Y. Cao, H. Sun, and X. Xu, "Improved classification of SAR sea ice imagery based on segmentation," in Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), 2006, pp. 3727-3730. (Pubitemid 47516377)
    • (2006) International Geoscience and Remote Sensing Symposium (IGARSS) , pp. 3727-3730
    • Yang, W.1    He, C.2    Cao, Y.3    Sun, H.4    Xu, X.5
  • 12
    • 34548787616 scopus 로고    scopus 로고
    • Univ. Waterloo, Dept. Systems Design Eng., Waterloo, ON, Canada Ph.D. dissertation
    • Q. Yu, "Automated SAR Sea Ice Interpretation," Ph.D. dissertation, Univ. Waterloo, Dept. Systems Design Eng., Waterloo, ON, Canada, 2006.
    • (2006) Automated SAR Sea Ice Interpretation
    • Yu, Q.1
  • 13
    • 36349035278 scopus 로고    scopus 로고
    • SAR sea-ice image analysis based on iterative region growing using semantics
    • DOI 10.1109/TGRS.2007.908876
    • Q. Yu and D. A. Clausi, "SAR sea-ice image analysis based on iterative region growing using semantics," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 12, pp. 3919-3931, 2007. (Pubitemid 350157829)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.12 , pp. 3919-3931
    • Yu, Q.1    Clausi, D.A.2
  • 14
    • 56549121535 scopus 로고    scopus 로고
    • IRGS:MRF based image segmentation using edge penalties and region growing
    • Q. Yu and D. A. Clausi, "IRGS:MRF based image segmentation using edge penalties and region growing," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 12, pp. 2126-2139, 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.12 , pp. 2126-2139
    • Yu, Q.1    Clausi, D.A.2
  • 17
    • 80052327171 scopus 로고    scopus 로고
    • Unsupervised full-polarimetric SAR data segmentation as a tool for classification of agricultural areas
    • D. H. Koekman, M. A. M. Vissers, and T. N. Tran, "Unsupervised full-polarimetric SAR data segmentation as a tool for classification of agricultural areas," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS), vol. 4, no. 2, pp. 402-411, 2011.
    • (2011) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS) , vol.4 , Issue.2 , pp. 402-411
    • Koekman, D.H.1    Vissers, M.A.M.2    Tran, T.N.3
  • 20
  • 21
    • 84863517929 scopus 로고    scopus 로고
    • Markov random field models for non-quadratic regularization of complex SAR images
    • D. Gleich, "Markov random field models for non-quadratic regularization of complex SAR images," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS), vol. 5, no. 3, pp. 952-961, 2012.
    • (2012) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS) , vol.5 , Issue.3 , pp. 952-961
    • Gleich, D.1
  • 22
    • 33750598062 scopus 로고    scopus 로고
    • Supervised SAR image MPM segmentation based on region-based hierarchical model
    • DOI 10.1109/LGRS.2006.879105, 1715308
    • Y. Yang, H. Sun, and C. He, "Supervised SAR image MPM segmentation based on region-based hierarchical model," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 4, pp. 517-521, 2006. (Pubitemid 44679663)
    • (2006) IEEE Geoscience and Remote Sensing Letters , vol.3 , Issue.4 , pp. 517-521
    • Yang, Y.1    Sun, H.2    He, C.3
  • 23
    • 34548060974 scopus 로고    scopus 로고
    • Integration of synthetic aperture radar image segmentation method using Markov random field on region adjacency graph
    • DOI 10.1049/iet-rsn:20060128
    • G. S. Xia, C. He, and H. Sun, "Integration of synthetic aperture radar image segmentation method using Markov random field on region adjacency graph," IET Radar Sonar Navig., vol. 1, no. 5, pp. 348-353, 2007. (Pubitemid 47293496)
    • (2007) IET Radar, Sonar and Navigation , vol.1 , Issue.5 , pp. 348-353
    • Xia, G.-S.1    He, C.2    Sun, H.3
  • 24
    • 82455216917 scopus 로고    scopus 로고
    • Segmentation of SAR intensity imagery with a voronoi tessellation, Bayesian inference, and reversible jump MCMC algorithm
    • Y. Li, J. Li, and M. A. Chapman, "Segmentation of SAR intensity imagery with a voronoi tessellation, Bayesian inference, and reversible jump MCMC algorithm," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 4, pp. 1872-1881, 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.4 , pp. 1872-1881
    • Li, Y.1    Li, J.2    Chapman, M.A.3
  • 25
    • 0000495496 scopus 로고
    • A Markov random field model-based approach to image interpretation
    • Jun
    • J. W. Modestino and J. Zhang, "A Markov random field model-based approach to image interpretation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 14, no. 6, pp. 606-615, Jun. 1992.
    • (1992) IEEE Trans. Pattern Anal. Mach. Intell. , vol.14 , Issue.6 , pp. 606-615
    • Modestino, J.W.1    Zhang, J.2
  • 26
    • 0033730971 scopus 로고    scopus 로고
    • Asimple unsupervised MRF model based image segmentation approach
    • A. Sarkar,M. K.Biswas, andK.M. S. Sharma, "Asimple unsupervised MRF model based image segmentation approach," IEEE Trans. Image Process., vol. 9, no. 5, pp. 801-812, 2000.
    • (2000) IEEE Trans. Image Process. , vol.9 , Issue.5 , pp. 801-812
    • Sarkar, A.1    Biswas, M.K.2    Sharma, K.M.S.3
  • 27
    • 0036870577 scopus 로고    scopus 로고
    • Speckle reducing anisotropic diffusion
    • Y. Yu and S. T. Acton, "Speckle reducing anisotropic diffusion," IEEE Trans. Image Process., vol. 11, no. 11, pp. 1260-1270, 2002.
    • (2002) IEEE Trans. Image Process. , vol.11 , Issue.11 , pp. 1260-1270
    • Yu, Y.1    Acton, S.T.2
  • 28
    • 9744258807 scopus 로고    scopus 로고
    • Edge detection in ultrasound imagery using the instantaneous coefficient of variation
    • Y. Yu and S. T. Acton, "Edge detection in ultrasound imagery using the instantaneous coefficient of variation," IEEE Trans. Image Process., vol. 13, no. 12, pp. 1640-1655, 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.12 , pp. 1640-1655
    • Yu, Y.1    Acton, S.T.2
  • 29
    • 3843110415 scopus 로고    scopus 로고
    • Automated delineation of coastline from polarimetric SAR imagery
    • DOI 10.1080/0143116032000160444
    • Y. Yu and S. T. Acton, "Automated delineation of coastline from polarimetric SAR imagery," Int. J. Remote Sens., vol. 25, no. 17, pp. 3423-3438, 2004. (Pubitemid 39039744)
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.17 , pp. 3423-3438
    • Yu, Y.1    Acton, S.T.2
  • 31
    • 0026172104 scopus 로고
    • Watersheds in digital spaces: An efficient algorithm based on immersion simulations
    • DOI 10.1109/34.87344
    • L. Vincent and P. Soille, "Watershed in digital spaces: An efficient algorithm based on immersion simulations," IEEE Trans. Pattern Anal. Mach. Intell., vol. 13, no. 6, pp. 583-598, Jun. 1991. (Pubitemid 21675616)
    • (1991) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.13 , Issue.6 , pp. 583-598
    • Vincent Luc1    Soille Pierre2
  • 34
    • 0000624880 scopus 로고    scopus 로고
    • An optimal multiedge detector for SAR image segmentation
    • PII S0196289298011954
    • R. Fjortoft, A. Lopes, P. Marthon, and E. Cubero-Castan, "An optimal multiedge detector for SAR image segmentation," IEEE Trans. Geosci. Remote Sens., vol. 36, pp. 793-802, May 1998. (Pubitemid 128748490)
    • (1998) IEEE Transactions on Geoscience and Remote Sensing , vol.36 , Issue.3 , pp. 793-802
    • Fjortoft, R.1    Lopes, A.2    Marthon, P.3
  • 35
    • 0018998148 scopus 로고
    • Digital image enhancement and noise filtering by use of local statistics
    • J. S. Lee, "Digital image enhancement and noise filtering by use of local statistics," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-2, pp. 165-168, 1980.
    • (1980) IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-2 , pp. 165-168
    • Lee, J.S.1
  • 36
    • 0025522850 scopus 로고
    • Adaptive speckle filters and Scene heterogeneity
    • A. Lopes, R. Touzi, and E. Nezry, "Adaptive speckle filters and Scene heterogeneity," IEEE Trans. Geosci. Remote Sens., vol. 28, no. 6, pp. 992-1000, 1990.
    • (1990) IEEE Trans. Geosci. Remote Sens. , vol.28 , Issue.6 , pp. 992-1000
    • Lopes, A.1    Touzi, R.2    Nezry, E.3
  • 38
    • 84869865479 scopus 로고    scopus 로고
    • EM processing using mean field-like approximations for Markov model-based image segmentation
    • G. Celeux, F. Forbes, and N. Peyrard, "EM processing using mean field-like approximations for Markov model-based image segmentation," INRIA, Research Report RR-4105, 2001.
    • (2001) INRIA, Research Report RR-4105
    • Celeux, G.1    Forbes, F.2    Peyrard, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.