clear all
clc
im = {}; %%創建字典im以保存讀取的圖片
dis = dir('C:\Users\KCl\Documents\MATLAB\SRCNN\Set5\*.bmp');
for i = 1:length(dis)
path = strcat('C:\Users\KCl\Documents\MATLAB\SRCNN\Set5\',dis(i).name);
im{i} =imread(path); %%將讀取到的圖像存儲在字典im中
up_scale = 3; %%將降采樣系數設為3,即圖像縮小3倍
if size(im{i},3)>1 %%如果圖像不是單通道,則轉化為灰度圖
im{i} = rgb2ycbcr(im{i});
im{i} = im{i}(:, :, 1);
end
im_gnd{i} = modcrop(im{i}, up_scale);
im_gnd{i} = single(im_gnd{i})/255;
%% bicubic interpolation
im_l{i} = imresize(im_gnd{i}, 1/up_scale, 'bicubic');
im_b{i} = imresize(im_l{i}, up_scale, 'bicubic');
figure,imshow(im_l{i})
figure,imshow(im_b{i}) %%為了同時顯示多幅圖片,不加figure的話只會顯示一副圖片,因為讀入的第i副圖片會被第i+1副圖片覆蓋
end
a = '完成'