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Tikhonov_Regularization_for_super_resolution
- 利用Tikhonov正则化实现的超分辨率图像序列的重建,效果还好-Use Tikhonov regularization to achieve super-resolution image sequence reconstruction, better results
SR
- 用于实现图像超分辨率重建的不同算法的matlab程序,可直接编译-Used to achieve super-resolution image reconstruction algorithm matlab program can be compiled directly
imagereconstruction
- 通过四邻域方法获得低分辨率图像,用双线性插值和邻域插值进行超分辨率图像重建-The low resolution image is obtained by the four neighborhood method, and the super resolution image is reconstructed by the bilinear interpolation and the neighborhood interpolation.
新建文件夹
- 实现基于卷积神经网络的图像超分辨率重建,并给出了PSNR值和SSIM值。(Realization of image superresolution reconstruction based on convolution neural network.)