期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

SAR Image Despeckling by Sparse Reconstruction Based on Shearlets 被引量：4

SAR Image Despeckling by Sparse Reconstruction Based on Shearlets
下载PDF
导出
作者 JI Jian LI Xiao XU Shuang-Xing LIU Huan HUANG Jing-Jing
机构地区 School of Computer Science and Technology Huawei Technology Co. Ltd
出处 《自动化学报》 EI CSCD 北大核心 2015年第8期1495-1501,共7页 Acta Automatica Sinica
基金 Supported by National Natural Science Foundation of China （61101248）, the Fundamental Research Fund for the Central Universities of China （JB140315）
关键词 SAR图像 相干斑抑制 稀疏 合成孔径雷达图像 贝叶斯估计 重构 散斑噪声 乘性噪声 Synthetic aperture radar （SAR）, compressed sensing （CS）, sparse reconstruction, shearlets
分类号 TP301.6 [自动化与计算机技术—计算机系统结构] TN958 [电子电信—信号与信息处理]
  • 相关文献

参考文献13

  • 1Lee J S. Digital image enhancement and noise filtering by use of local statistics. IEEE Transacrions on Pattern Analysis and Machine Intelligence, 1980, PAMI-2(2): 165-168.
  • 2Kuan D T, Sawchuk A A, Strand T C, Chavel P. Adaptive restoration of images with speckle. IEEE Transactions on Acoustics, Speech and Signal Process, 1987, 35(3): 373-383.
  • 3Frost V S, Stiles J A, Shanmugan K S, Holtzman J C. A model for radar images and its application to adaptive digital filtering of multiplicative noise. IEEE Transactions on Pattern Analysis and Machine Intelligence. 1982, PAMI- 4(2): 157-166.
  • 4Easley G, Labate D, Lim W Q. Sparse directional image representations using the discrete shearlet transform. Applied and Computational Harmonic Analysis, 2008, 25(1): 25-46.
  • 5Jiao X, Wen X B. SAR image segmentation based on Markov random field model and multiscale technology. Tn: Proceedings of the 6th International Conference on Fuzzy Systems and Knowledge Discovery, 2009. Tianjin, China: IEEE, 2009. 442-446.
  • 6Hou B, Guan H, Jiang J G, Liu K, Jiao L C. SAR image despeckling based on improved direction let domain Gaussian mixture model. In: Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Vancouver, BC: IEEE, 2011. 3795-3798.
  • 7Baraniuk R G. Compressive sensing. IEEE Signal Processing Magazine, 2007, 24(4): 118-121.
  • 8Daubechies I, Defrise M, Mol C D. An iterative thresholding algorithm for linear inverse problems with a sparsity constraint. Communications on Pure and Applied Mathematics, 2004, 57(11): 1413-1457.
  • 9Candes E, Demanet L, Donoho D, Ying L X. Fast discrete curvelet transforms. SIAM Journal on Multisca/e Modeling and Simulation, 2005, 5(3): 861-899.
  • 10Do M N, Vetterli M. The contour let transform: an efficient directional multi resolution image representation, IEEE Transection on Image Processing, 2005, 14(12): 2091-2106.

同被引文献29

  • 1Onureena B.Model Selection Through Sparse Maximum Likelihood Estimation[J].Machine Learning Research,2008,9:485-516.
  • 2Ricardo U L,Florent D,Florence D.Out-of-core adaptive iso-surface extraction from binary volume data[J].Graphical Models,2014,76:593-608.
  • 3Peter J,Bickel E L.Regularized Estimation of Large Covariance Matrices[J].The Annals of Statistics,2008,36:199-227.
  • 4Peter J,Bickel E L.Covariance Regularization by Thresholding[J].The Annals of Statistics,2008,36:2577-2604.
  • 5Emmanuel C,Terence T.The Dantzig Selector Statistical Estimation When pIs Much Larger Than n[J].The Annals of Statistics,2007,35:2313-2351.
  • 6Fan Jianqing,Feng Yang,Wu Yichao.Network Exploration via the Adaptive Lasso and SCAD Penalties[J].The Annals of Applied Statistics,2009,2:521-541.
  • 7Stephen B,Lieven V.Convex Optimization[M].Cambridge:Cambridge University Press,2004.
  • 8Clifford L,Fan Jianqing.Sparsistency and Rates of Convergence in Large Covariance Matrix Estimation[J].The Annals of Statistics,2009,37:4254-4278.
  • 9Karoui N.Operator Norm Consistent Estimation of Large-Dimensional Sparse Covariance Matrices[J].The Annals of Statistics,2008,36:2717-2756.
  • 10Fan Jianqing,Li Runze.Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties[J].American Statistical Association,2001,96:1348-1360.

引证文献4

二级引证文献17

自动化学报
2015年 第8期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部