how to convert VIS face to NIR face

[CxyZyr]

in recognition/idmmd part,I seem to have not found the code for generating near-infrared faces from visible light faces. It is unclear from the paper how the mentioned method is implemented. It would be helpful to have detailed implementation steps or code.

[lgf821793883]

I also want to know how to solve this problem, and there are too few datasets. We haven't found any other official data yet

[CxyZyr]

We employed the cycleGAN framework for the generation of near-infrared (NIR) facial images and conducted extensive experiments to demonstrate the effectiveness of this approach. Here are the specific implementation details:

1. We utilized the cycleGAN source code for training.
2. We transformed visible light images into grayscale images and trained a cycleGAN model for the transformation from grayscale to NIR images.
3. We increased the depth of the generator network（ResNet）.
4. We pre-trained the above networks on a facial recognition dataset.

We hope that the methods mentioned above can be of assistance to you.

[weilanShi]

We employed the cycleGAN framework for the generation of near-infrared (NIR) facial images and conducted extensive experiments to demonstrate the effectiveness of this approach. Here are the specific implementation details:

1. We utilized the cycleGAN source code for training.
2. We transformed visible light images into grayscale images and trained a cycleGAN model for the transformation from grayscale to NIR images.
3. We increased the depth of the generator network（ResNet）.
4. We pre-trained the above networks on a facial recognition dataset.

We hope that the methods mentioned above can be of assistance to you.

What is the data quality of the IR image generated by vis