Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization
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Lei Zhang | Qi Xie | Deyu Meng | Zongben Xu | Wangmeng Zuo | Shuhang Gu | Qian Zhao | Deyu Meng | Qian Zhao | W. Zuo | Lei Zhang | Zongben Xu | Shuhang Gu | Qi Xie
[1] L. Mirsky. A trace inequality of John von Neumann , 1975 .
[2] Qi Xie,et al. A Novel Sparsity Measure for Tensor Recovery , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[3] Jean-Michel Morel,et al. A non-local algorithm for image denoising , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[4] David L. Donoho,et al. De-noising by soft-thresholding , 1995, IEEE Trans. Inf. Theory.
[5] Stephen P. Boyd,et al. Enhancing Sparsity by Reweighted ℓ1 Minimization , 2007, 0711.1612.
[6] Tamara G. Kolda,et al. Tensor Decompositions and Applications , 2009, SIAM Rev..
[7] Michael Elad,et al. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries , 2006, IEEE Transactions on Image Processing.
[8] Yasuyuki Matsushita,et al. High-resolution hyperspectral imaging via matrix factorization , 2011, CVPR 2011.
[9] Lei Zhang,et al. Weighted Nuclear Norm Minimization with Application to Image Denoising , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[10] J. Chang,et al. Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition , 1970 .
[11] Alessandro Foi,et al. Optimal Inversion of the Generalized Anscombe Transformation for Poisson-Gaussian Noise , 2013, IEEE Transactions on Image Processing.
[12] Karen O. Egiazarian,et al. Nonlocal Transform-Domain Filter for Volumetric Data Denoising and Reconstruction , 2013, IEEE Transactions on Image Processing.
[13] Massimiliano Pontil,et al. A New Convex Relaxation for Tensor Completion , 2013, NIPS.
[14] Michael K. Ng,et al. Deblurring and Sparse Unmixing for Hyperspectral Images , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[15] Qi Wang,et al. 3-D nonlocal means filter with noise estimation for hyperspectral imagery denoising , 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.
[16] Rama Chellappa,et al. Tracking via object reflectance using a hyperspectral video camera , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.
[17] Yi Yang,et al. Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[18] Alex Chen. The inpainting of hyperspectral images: a survey and adaptation to hyperspectral data , 2012, Remote Sensing.
[19] A. Bruckstein,et al. K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation , 2005 .
[20] Caroline Fossati,et al. Denoising of Hyperspectral Images Using the PARAFAC Model and Statistical Performance Analysis , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[21] John Wright,et al. Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization , 2009, NIPS.
[22] Shree K. Nayar,et al. Generalized Assorted Pixel Camera: Postcapture Control of Resolution, Dynamic Range, and Spectrum , 2010, IEEE Transactions on Image Processing.
[23] D. Foster,et al. Frequency of metamerism in natural scenes. , 2007, Journal of the Optical Society of America. A, Optics, image science, and vision.
[24] Zhixun Su,et al. Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation , 2011, NIPS.
[25] Zongben Xu,et al. Folded-concave penalization approaches to tensor completion , 2015, Neurocomputing.
[26] Sergiy A. Vorobyov,et al. Sparse channel estimation with lp-norm and reweighted l1-norm penalized least mean squares , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[27] Feiping Nie,et al. Low-Rank Tensor Completion with Spatio-Temporal Consistency , 2014, AAAI.
[28] Yong Cheng,et al. Comments on "Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering" , 2011, IEEE Trans. Image Process..
[29] Shuicheng Yan,et al. Generalized Singular Value Thresholding , 2014, AAAI.
[30] Jieping Ye,et al. A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems , 2013, ICML.
[31] David Zhang,et al. FSIM: A Feature Similarity Index for Image Quality Assessment , 2011, IEEE Transactions on Image Processing.
[32] L. Tucker,et al. Some mathematical notes on three-mode factor analysis , 1966, Psychometrika.
[33] Stephen P. Boyd,et al. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers , 2011, Found. Trends Mach. Learn..
[34] M. Elad,et al. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation , 2006, IEEE Transactions on Signal Processing.
[35] Pierrick Coupé,et al. Author manuscript, published in "Journal of Magnetic Resonance Imaging 2010;31(1):192-203" DOI: 10.1002/jmri.22003 Adaptive Non-Local Means Denoising of MR Images with Spatially Varying Noise Levels , 2010 .
[36] Eero P. Simoncelli,et al. Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.
[37] Alessandro Foi,et al. Nonlocal transform-domain denoising of volumetric data with groupwise adaptive variance estimation , 2012, Electronic Imaging.
[38] Salah Bourennane,et al. Denoising and Dimensionality Reduction Using Multilinear Tools for Hyperspectral Images , 2008, IEEE Geoscience and Remote Sensing Letters.
[39] Lucien Wald,et al. Data Fusion. Definitions and Architectures - Fusion of Images of Different Spatial Resolutions , 2002 .