Multi-frame image super-resolution reconstruction, through machine learning to achieve good results.

elleSR_0.2(Machine learning in multi-frame SR)\Average_Image.bmp
..............................................\elle_eval_huber.cpp
..............................................\elle_eval_huber.mexw32
..............................................\elle_eval_huber_grad.cpp
..............................................\elle_eval_huber_grad.mexw32
..............................................\getAvim.cpp
..............................................\getAvim.mexw32
..............................................\Ground_Truth_Image.bmp
..............................................\Huber_Image.bmp
..............................................\lena.png
..............................................\low-res 1.bmp
..............................................\low-res 2.bmp
..............................................\low-res 3.bmp
..............................................\low-res 4.bmp
..............................................\low-res 5.bmp
..............................................\makeLR.cpp
..............................................\makeLR.mexw32
..............................................\makeW.cpp
..............................................\makeW.mexw32
..............................................\mex_amub.cpp
..............................................\mex_amub.mexw32
..............................................\ML_Image.bmp
..............................................\netlab3_3\conffig.m
..............................................\.........\confmat.m
..............................................\.........\conjgrad.m
..............................................\.........\consist.m
..............................................\.........\Contents.m
..............................................\.........\convertoldnet.m
..............................................\.........\datread.m
..............................................\.........\datwrite.m
..............................................\.........\dem2ddat.m
..............................................\.........\demard.m
..............................................\.........\demev1.m
..............................................\.........\demev2.m
..............................................\.........\demev3.m
..............................................\.........\demgauss.m
..............................................\.........\demglm1.m
..............................................\.........\demglm2.m
..............................................\.........\demgmm1.m
..............................................\.........\demgmm2.m
..............................................\.........\demgmm3.m
..............................................\.........\demgmm4.m
..............................................\.........\demgmm5.m
..............................................\.........\demgp.m
..............................................\.........\demgpard.m
..............................................\.........\demgpot.m
..............................................\.........\demgtm1.m
..............................................\.........\demgtm2.m
..............................................\.........\demhint.m
..............................................\.........\demhmc1.m
..............................................\.........\demhmc2.m
..............................................\.........\demhmc3.m
..............................................\.........\demkmn1.m
..............................................\.........\demknn1.m
..............................................\.........\demmdn1.m
..............................................\.........\demmet1.m
..............................................\.........\demmlp1.m
..............................................\.........\demmlp2.m
..............................................\.........\demnlab.m
..............................................\.........\demns1.m
..............................................\.........\demolgd1.m
..............................................\.........\demopt1.m
.......................

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