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Fusion Algorithms of HS and MS images

Main references:

[1] Wei Q, Bioucas-Dias J, Dobigeon N, et al. Hyperspectral and multispectral image fusion based on a sparse representation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(7): 3658-3668.

[2] Afonso M V, Bioucas-Dias J M, Figueiredo M A T. An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems[J]. IEEE Transactions on Image Processing, 2010, 20(3): 681-695.

[3] Elad M, Aharon M. Image denoising via sparse and redundant representations over learned dictionaries[J]. IEEE Transactions on Image processing, 2006, 15(12): 3736-3745.

[4] Aharon M, Elad M, Bruckstein A. K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation[J]. IEEE Transactions on signal processing, 2006, 54(11): 4311-4322.

[5] Pati Y C, Rezaiifar R, Krishnaprasad P S. Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition[C]//Proceedings of 27th Asilomar conference on signals, systems and computers. IEEE, 1993: 40-44.

[6] Wei Q, Bioucas-Dias J, Dobigeon N, et al. Blind model-based fusion of multi-band and panchromatic images[C]//2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI). IEEE, 2016: 21-25.

[7] Wei Q, Dobigeon N, Tourneret J Y, et al. R-FUSE: Robust fast fusion of multiband images based on solving a Sylvester equation[J]. IEEE signal processing letters, 2016, 23(11): 1632-1636.

[8] Wei Q, Dobigeon N, Tourneret J Y. Fast fusion of multi-band images based on solving a Sylvester equation[J]. IEEE Transactions on Image Processing, 2015, 24(11): 4109-4121.

[9] Simoes M, Bioucas‐Dias J, Almeida L B, et al. A convex formulation for hyperspectral image superresolution via subspace-based regularization[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 53(6): 3373-3388.

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