基于CNN网络实现图像的超分辨率重建。其目标是充分发挥卷积神经网络在超分辨率重建中的作用。
资源文件列表
SRCNN_main/compute_psnr.m , 314
SRCNN_main/demo_SR.m , 2137
SRCNN_main/modcrop.m , 279
SRCNN_main/model/9-1-5(91 images)/x2.mat , 38625
SRCNN_main/model/9-1-5(91 images)/x3.mat , 38483
SRCNN_main/model/9-1-5(91 images)/x4.mat , 38489
SRCNN_main/model/9-1-5(ImageNet)/x3.mat , 38350
SRCNN_main/model/9-3-5(ImageNet)/x3.mat , 115087
SRCNN_main/model/9-5-5(ImageNet)/x2.mat , 268933
SRCNN_main/model/9-5-5(ImageNet)/x3.mat , 267591
SRCNN_main/model/9-5-5(ImageNet)/x4.mat , 269001
SRCNN_main/Readme.txt , 1975
SRCNN_main/Set14/baboon.bmp , 720054
SRCNN_main/Set14/barbara.bmp , 1244214
SRCNN_main/Set14/bridge.bmp , 263222
SRCNN_main/Set14/coastguard.bmp , 304182
SRCNN_main/Set14/comic.bmp , 271526
SRCNN_main/Set14/face.bmp , 228584
SRCNN_main/Set14/flowers.bmp , 543054
SRCNN_main/Set14/foreman.bmp , 304182
SRCNN_main/Set14/lenna.bmp , 786486
SRCNN_main/Set14/man.bmp , 786486
SRCNN_main/Set14/monarch.bmp , 1179702
SRCNN_main/Set14/pepper.bmp , 786486
SRCNN_main/Set14/ppt3.bmp , 1041782
SRCNN_main/Set14/zebra.bmp , 688214
SRCNN_main/Set5/baby_GT.bmp , 786486
SRCNN_main/Set5/bird_GT.bmp , 248886
SRCNN_main/Set5/butterfly_GT.bmp , 196730
SRCNN_main/Set5/head_GT.bmp , 235254
SRCNN_main/Set5/woman_GT.bmp , 235350
SRCNN_main/shave.m , 110
SRCNN_main/SRCNN.m , 1502