Super Resolution with Image Sequences
imout = imsuperres(imvec) imout = imsuperres(imvec,params)
A structure which consist of following fields, could be created with imsuperres_params
Magnification factor. The default is 4.
Number of iteration. The default is 50.
Asymptotic value of steepest descent method. The default is 1.3
Weight parameter to balance data term and smoothness term. The default is 0.03
Perform wave effect correction. The default is 0.7. btv kernel size is 7.
imsuperres using image sequences to produce higher resolution image.
S = list(); S(1) = imread(fullpath(getIPCVpath() + "/images/superres/input001.png")); S(2) = imread(fullpath(getIPCVpath() + "/images/superres/input002.png")); S(3) = imread(fullpath(getIPCVpath() + "/images/superres/input003.png")); S(4) = imread(fullpath(getIPCVpath() + "/images/superres/input004.png")); S(5) = imread(fullpath(getIPCVpath() + "/images/superres/input005.png")); S(6) = imread(fullpath(getIPCVpath() + "/images/superres/input006.png")); S(7) = imread(fullpath(getIPCVpath() + "/images/superres/input007.png")); S(8) = imread(fullpath(getIPCVpath() + "/images/superres/input008.png")); S(9) = imread(fullpath(getIPCVpath() + "/images/superres/input009.png")); S(10) = imread(fullpath(getIPCVpath() + "/images/superres/input010.png")); St = imsuperres(S); subplot(221);imshow(S(1));title("Original Image 1 of 10"); subplot(222);imshow(S(2));title("Original Image 2 of 10"); subplot(223);imshow(S(3));title("Original Image 3 of 10"); subplot(224);imshow(St);title("Super Resolution"); | ![]() | ![]() |