MATLAB 实现 SRCNN 图像超分辨率重建

SRCNN代码实现。该代码使用三层卷积神经网络,进行图像的超分辨率重建,效果比双三次插值好很多

SRCNN/Readme.txt , 1494

SRCNN/SRCNN.m , 1267

SRCNN/Set14/baboon.bmp , 720054

SRCNN/Set14/barbara.bmp , 1244214

SRCNN/Set14/bridge.bmp , 263222

SRCNN/Set14/coastguard.bmp , 304182

SRCNN/Set14/comic.bmp , 271526

SRCNN/Set14/face.bmp , 228584

SRCNN/Set14/flowers.bmp , 543054

SRCNN/Set14/foreman.bmp , 304182

SRCNN/Set14/lenna.bmp , 786486

SRCNN/Set14/man.bmp , 786486

SRCNN/Set14/monarch.bmp , 1179702

SRCNN/Set14/pepper.bmp , 786486

SRCNN/Set14/ppt3.bmp , 1041782

SRCNN/Set14/zebra.bmp , 688214

SRCNN/Set5/baby_GT.bmp , 786486

SRCNN/Set5/bird_GT.bmp , 248886

SRCNN/Set5/butterfly_GT.bmp , 196730

SRCNN/Set5/head_GT.bmp , 235254

SRCNN/Set5/woman_GT.bmp , 235350

SRCNN/compute_psnr.m , 314

SRCNN/demo_SR.m , 1827

SRCNN/modcrop.m , 279

SRCNN/model/x2.mat , 38625

SRCNN/model/x3.mat , 38483

SRCNN/model/x4.mat , 38489

SRCNN/shave.m , 110