메뉴 건너뛰기




Volumn 21, Issue 11, 2014, Pages 1370-1374

A higher-order MRF based variational model for multiplicative noise reduction

Author keywords

Despeckling; fields of experts; MRFs; non convex optimization; speckle noise

Indexed keywords

ALGORITHMS; CONVEX OPTIMIZATION; IMAGE RECONSTRUCTION; MARKOV PROCESSES; OPTIMIZATION; PHASE NOISE; SPECKLE; SYNTHETIC APERTURE RADAR;

EID: 84904631965     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2014.2337274     Document Type: Article
Times cited : (36)

References (24)
  • 1
    • 84904671383 scopus 로고    scopus 로고
    • [Online]. Available
    • [Online]. Available: http://academic.emporia.edu/aberjame/student/ graves1/project.html
  • 2
    • 84904604468 scopus 로고    scopus 로고
    • [Online]. Available
    • [Online]. Available: http://gpu4vision.icg.tugraz.at/
  • 3
    • 84655161948 scopus 로고    scopus 로고
    • Fast MAP despeckling based on laplacian-gaussian modeling of wavelet coefficients
    • F. Argenti, T. Bianchi, A. Lapini, and L. Alparone, "Fast MAP despeckling based on laplacian-gaussian modeling of wavelet coefficients," IEEE Geosci. Remote Sensing Lett., vol. 9, no. 1, pp. 13-17, 2012.
    • (2012) IEEE Geosci. Remote Sensing Lett. , vol.9 , Issue.1 , pp. 13-17
    • Argenti, F.1    Bianchi, T.2    Lapini, A.3    Alparone, L.4
  • 4
    • 49449100276 scopus 로고    scopus 로고
    • A variational approach to removing multiplicative noise
    • G. Aubert and J.-F. Aujol, "A variational approach to removing multiplicative noise," SIAM J. Appl. Math., vol. 68, no. 4, pp. 925-946, 2008.
    • (2008) SIAM J. Appl. Math. , vol.68 , Issue.4 , pp. 925-946
    • Aubert, G.1    Aujol, J.-F.2
  • 5
    • 50549085645 scopus 로고    scopus 로고
    • Segmentation-based MAP despeckling of SAR images in the undecimated wavelet domain
    • T. Bianchi, F. Argenti, and L. Alparone, "Segmentation-based MAP despeckling of SAR images in the undecimated wavelet domain," IEEE Trans. Geosci. Remote Sensing, vol. 46, no. 9, pp. 2728-2742, 2008.
    • (2008) IEEE Trans. Geosci. Remote Sensing , vol.46 , Issue.9 , pp. 2728-2742
    • Bianchi, T.1    Argenti, F.2    Alparone, L.3
  • 6
    • 78651543709 scopus 로고    scopus 로고
    • Total generalized variation
    • K. Bredies, K. Kunisch, and T. Pock, "Total generalized variation," SIAM J. Imag. Sci., vol. 3, no. 3, pp. 492-526, 2010.
    • (2010) SIAM J. Imag. Sci. , vol.3 , Issue.3 , pp. 492-526
    • Bredies, K.1    Kunisch, K.2    Pock, T.3
  • 7
    • 84886425335 scopus 로고    scopus 로고
    • Revisiting loss-specific training of filter-based mrfs for image restoration
    • Y. Chen, T. Pock, R. Ranftl, and H. Bischof, "Revisiting loss-specific training of filter-based mrfs for image restoration," GCPR, pp. 271-281, 2013.
    • (2013) GCPR , pp. 271-281
    • Chen, Y.1    Pock, T.2    Ranftl, R.3    Bischof, H.4
  • 8
    • 84893847895 scopus 로고    scopus 로고
    • Insights into analysis operator learning: From patch-based sparse models to higher order MRFs
    • Y. Chen, R. Ranftl, and T. Pock, "Insights into analysis operator learning: From patch-based sparse models to higher order MRFs," IEEE Trans. Image Process., vol. 23, no. 3, pp. 1060-1072, 2014.
    • (2014) IEEE Trans. Image Process. , vol.23 , Issue.3 , pp. 1060-1072
    • Chen, Y.1    Ranftl, R.2    Pock, T.3
  • 11
    • 0001731697 scopus 로고
    • Why least squares and maximum entropy? An axiomatic approach to inference for linear inverse problems
    • I. Csiszár, "Why least squares and maximum entropy? An axiomatic approach to inference for linear inverse problems," Ann. Statist., vol. 19, no. 4, pp. 2032-2066, 1991.
    • (1991) Ann. Statist. , vol.19 , Issue.4 , pp. 2032-2066
    • Csiszár, I.1
  • 12
    • 34547760736 scopus 로고    scopus 로고
    • Image denoising by sparse 3-D transform-domain collaborative filtering
    • DOI 10.1109/TIP.2007.901238
    • K. Dabov, A. Foi, V. Katkovnik, and K. O. Egiazarian, "Image denoising by sparse 3-d transform-domain collaborative filtering," IEEE Trans. Image Process., vol. 16, no. 8, pp. 2080-2095, 2007. (Pubitemid 47225460)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.8 , pp. 2080-2095
    • Dabov, K.1    Foi, A.2    Katkovnik, V.3    Egiazarian, K.4
  • 13
    • 77649236151 scopus 로고    scopus 로고
    • Iterative weighted maximum likelihood denoising with probabilistic patch-based weights
    • C.-A. Deledalle, L. Denis, and F. Tupin, "Iterative weighted maximum likelihood denoising with probabilistic patch-based weights," IEEE Trans. Image Process., vol. 18, no. 12, pp. 2661-2672, 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.12 , pp. 2661-2672
    • Deledalle, C.-A.1    Denis, L.2    Tupin, F.3
  • 14
    • 84897899946 scopus 로고    scopus 로고
    • Speckle reduction via higher order total variation approach
    • Apr.
    • W. Feng, H. Lei, and Y. Gao, "Speckle reduction via higher order total variation approach," IEEE Trans. Image Process., vol. 23, no. 4, pp. 1831-1843, Apr. 2014.
    • (2014) IEEE Trans. Image Process. , vol.23 , Issue.4 , pp. 1831-1843
    • Feng, W.1    Lei, H.2    Gao, Y.3
  • 15
    • 0002068881 scopus 로고
    • Statistical properties of laser speckle patterns
    • Berlin, Germany: Springer
    • J. W. Goodman, "Statistical properties of laser speckle patterns," in Laser Speckle and Related Phenomena. Berlin, Germany: Springer, 1975, pp. 9-75.
    • (1975) Laser Speckle and Related Phenomena , pp. 9-75
    • Goodman, J.W.1
  • 17
    • 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. Patt. Anal. Mach. Intell., no. 2, pp. 165-168, 1980.
    • (1980) IEEE Trans. Patt. Anal. Mach. Intell. , Issue.2 , pp. 165-168
    • Lee, J.-S.1
  • 18
    • 84869499403 scopus 로고    scopus 로고
    • SAR image despeckling using a space-domain filter with alterable window
    • G.-T. Li, C.-L. Wang, P.-P. Huang, and W.-D. Yu, "SAR image despeckling using a space-domain filter with alterable window," IEEE Geosci. Remote Sensing Lett., vol. 10, no. 2, pp. 263-267, 2013.
    • (2013) IEEE Geosci. Remote Sensing Lett. , vol.10 , Issue.2 , pp. 263-267
    • Li, G.-T.1    Wang, C.-L.2    Huang, P.-P.3    Yu, W.-D.4
  • 19
    • 84903395655 scopus 로고    scopus 로고
    • IPiano: Inertial proximal algorithm for nonconvex optimization
    • P. Ochs, Y. Chen, T. Brox, and T. Pock, "iPiano: Inertial proximal algorithm for nonconvex optimization," SIAM J. Imag. Sci., vol. 7, no. 2, pp. 1388-1419, 2014.
    • (2014) SIAM J. Imag. Sci. , vol.7 , Issue.2 , pp. 1388-1419
    • Ochs, P.1    Chen, Y.2    Brox, T.3    Pock, T.4
  • 20
  • 21
    • 60449120149 scopus 로고    scopus 로고
    • Fields of experts
    • S. Roth and M. J. Black, "Fields of experts," Int. J. Comput. Vis., vol. 82, no. 2, pp. 205-229, 2009.
    • (2009) Int. J. Comput. Vis. , vol.82 , Issue.2 , pp. 205-229
    • Roth, S.1    Black, M.J.2
  • 22
    • 77949265482 scopus 로고    scopus 로고
    • Removing multiplicative noise by douglasrachford splitting methods
    • G. Steidl and T. Teuber, "Removing multiplicative noise by douglasrachford splitting methods," J. Math. Imag. Vis., vol. 36, no. 2, pp. 168-184, 2010.
    • (2010) J. Math. Imag. Vis. , vol.36 , Issue.2 , pp. 168-184
    • Steidl, G.1    Teuber, T.2
  • 23
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity," IEEE Trans. Image Process., vol. 13, no. 4, pp. 600-612, 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.C.2    Sheikh, H.R.3    Simoncelli, E.P.4
  • 24
    • 84860314212 scopus 로고    scopus 로고
    • A new multiplicative denoising variational model based on th root transformation
    • S. Yun and H.Woo, "A new multiplicative denoising variational model based on th root transformation," IEEE Trans. Image Process., vol. 21, no. 5, pp. 2523-2533, 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.5 , pp. 2523-2533
    • Yun, S.1    Woo, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.