Visualization Code

[xiang-jian-wen]

Hello sir: Thank you for your excellent work! Could you please provide visualization code? Thank you！

[wl-zhao]

Thanks for your interest. Actually, the visualization is quite simple. You can follow the steps below:

1. Load the filter you want to visualize from the state_dict (the complex_weight)
2. Convert the filter to complex using torch.view_as_complex
3. Complete the other (symmetric) half of the filter. This can be implemented by first converting the filter back to the spatial domain via torch.irfft2 and then using torch.fft2 to obtain a filter in the spectral domain with shape (H, W)
4. Visualize the modulus of the filter (as what we did in the paper, torch.abs). You can choose any color map you like.

We will add the visualization code later (perhaps after the CVPR submission deadline).

[DonDominic]

It seems that fftshift has been used to move the low-frequency component to the center, is that right?

[wl-zhao]

Yes, that's right.

[RachelTeamo]

The CVPR submission deadline has passed!! If it is convenient for you, can you update the visualization code? Thank you very much!^-^

[wl-zhao]

Hi, we have added the visualization code viz_freq.ipynb.

[RachelTeamo]

Ok, Thank you very much.

[QiuPaul]

Hi, we have added the visualization code viz_freq.ipynb.

hello , thanks for the code. But when i run it, it doesn't work, is there some restriction of software version? thanks

[wl-zhao]

hello , thanks for the code. But when i run it, it doesn't work, is there some restriction of software version? thanks

Hi, could you provide the error messages?

[QiuPaul]

     你好，邮件已收到，我会尽快给您回复..  谢谢！！！