Aharon M, Elad M, Bruckstein A. K-SVD: an algorithm for designing of overcomplete dictionaries for sparse representation[J]. IEEE Transactions on Signal Processing, 2006, 54(11): 4311-4322.[DOI: 10.1109/TSP.2006.881199]
[2]
Dabov K, Foi A, Katkovnik V, et al. Image denoising by sparse 3d transform-domain collaborative filtering[J]. IEEE Transactions on Image Processing, 2007, 16(8): 2080-2095.[DOI: 10.1109/TIP.2007.901238]
[3]
Mairal J, Bach F, Ponce J, et al. Non-local sparse models for image restoration[C]//Proceedings of the 12th IEEE International Conference of Computer Vision. Kyoto: IEEE, 2009: 2272-2279.[DOI: 10.1109/ICCV.2009.5459452]
[4]
Dong W, Zhang L, Shi G, et al. Centralized sparse representation for image restoration[J]. IEEE Transactions on Image Processing, 2013, 22(4): 1620-1630.[DOI: 10.1109/TIP.2012.2235847]
[5]
Letexier D, Bourennane S. Adaptive flattening for multi-dimensional image restoration[J]. IEEE Signal Processing Letters, 2008, 15: 229-232.[DOI: 10.1109/LSP.2007.916045]
[6]
Rajwade A, Rangarajan A,Banerjee A. Image denoising using the higher order singular value decomposition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(4): 849-862.[DOI: 10.1109/TPAMI.2012.140]
[7]
Andrews H, Patterson C. Singular value decompositions and digital image processing[J]. IEEE Transactions on Acoustics, Speech, and Signal Processing, 1976, 24(1): 26-53.[DOI: 10.1109/TASSP.1976.1162766]
[8]
Lathauwer L, Moor B, Vandewalle J. A multilinear singular value decomposition[J]. SIAM Journal on Matrix Analysis and Applications, 2000,21(4): 1253-1278.[DOI: 10.1137/S0895479896305696]
[9]
Chatterjee P, Milanfar P. Clustering-based denoising with locally learned dictionaries[J]. IEEE Transactions on Image Processing, 2009, 18(7): 1438-1451.[DOI: 10.1109/TIP.2009.2018575]
[10]
Milanfar P. A tour of modern image filtering[J]. IEEE Signal Processing Magazine, 2013, 30(1): 106-128.[DOI: 10.1109/MSP.2011.2179329]
[11]
Comon P, Luciani X, Almeida A. Tensor decompositions, alternating least squares and other tales[J]. Journal of Chemometrics, 2009, 23(7):393-405.[DOI: 10.1002/cem.1236]
[12]
Chatterjee P, Milanfar P. Patch-based near-optimal image denoising[J]. IEEE Transactions on Image Processing, 2012, 21(4): 1635-1649.[DOI: 10.1109/TIP.2011.2172799]
[13]
Rudin L, Osher S, Fatemi E. Nonlinear total variation based noise removal algorithms[J]. Physica D, 1992, 60: 259-268.[DOI: 10.1016/0167-2789(92)90242-F]
[14]
Tschumperle D, Deriche R. Vector-valued image regularization with PDEs: a common framework for different applications[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005, 27(4): 506-517.[DOI: 10.1109/TPAMI.2005.87]
[15]
Takeda H, Farsiu S, Milanfar P. Kernel regression for image processing and reconstruction[J]. IEEE Transactions on Image Processing, 2007, 16(2): 349-366.[DOI: 10.1109/TIP.2006.888330]
[16]
Coifman R, Donoho D. Translation-invariant denoising[R]. New Haven: Yale University, 1995.
[17]
Buades A, Coll B, Morel J. A review of image denoising algorithms, with a new one[J]. Multiscale Modelling and Simulation, 2005, 4(2): 490-530.[DOI: 10.1137/040616024]