IKC icon indicating copy to clipboard operation
IKC copied to clipboard

Implementation of 'Blind Super-Resolution With Iterative Kernel Correction' (CVPR2019)

Results 16 IKC issues
Sort by recently updated
recently updated
newest added

Is this trained in a supervised/unsupervised way?

I noticed that the niter in the SFTMD.yaml file is 500000 and the batch_size is 32, so it takes about 10 days to run. Is it normal to only train...

Where to set these two values ? sigma_LR and sigma_SR Since I just find a single value sig = 2.6

In table 1, you proposed the ablation study. Could you give the sample code for direct concatenation in the intermediate layers? I am not sure how to concatenate the kernel_code...

Thanks for your nice work! I don't understand why you choose the non-blind method CARN for comparison? And why not compare with more classic methods such as EDSR or RCAN?...

Hi. How would I try IKC to apply Super Resolution to an image of mine -- for example, to scale it up 4 times? I have installed the repo and...

Using default checkpoints. PSNR/SSIM usually improve until the 4-th step. Is it normal that images only deteriorate subjectively after the 1-st iteration and never improve? Examples: ![img_002_SRF_2_HR_1](https://user-images.githubusercontent.com/10095956/91439288-64e88880-e875-11ea-8043-371952b3fdec.png) ![img_002_SRF_2_HR_2](https://user-images.githubusercontent.com/10095956/91439301-69ad3c80-e875-11ea-990f-95c8982adc8a.png) ![img_002_SRF_2_HR_3](https://user-images.githubusercontent.com/10095956/91439316-6f0a8700-e875-11ea-8de9-77ae4cb4baf6.png) ![img_002_SRF_2_HR_4](https://user-images.githubusercontent.com/10095956/91439331-729e0e00-e875-11ea-9933-27d4531d1d75.png)...

I generate the test dataset according to your code, and test the provided pretrained model on it. The PNSR results are roughly the same with reported results. However, the SSIM...

Hi, thanks for your great job! But there is no reference in the paper about Historic Dataset? Could you please provide the image '1967 Vietnam war protest'?

Hello, I'm a beginner. I have a few superficial questions to ask you. My code foundation is poor. It's convenient for me to learn code by asking a few small...