Regularization code for the existing code

[abhishri-medewar]

I have been working on implementing the regularization code by using the following document https://computergraphics.on.liu.se/temporally_stable_cnns/material/cvpr2019_supplementary.pdf as my reference. I am not able to understand which part of the training code(hdrcnn_train.py) should I add the following: Tfx = tf.contrib.image.transform(fx, T, interpolation = ’BILINEAR ’ ) ?? Any help would be appreciated.

[gabrieleilertsen]

Hi. Sorry for the late reply. Here is an example of integrating the regularization in the training code: hdrcnn_train.py.zip

On line 103-106 you can select what type of regularization, and which strength to use.

[abhishri-medewar]

Hi, Thank you for your reply. What data was used to verify the performance of the regularization method to check if it actually reduces the flicker issue?

[gabrieleilertsen]

Please have a look at the paper for specification of the datasets used. There were multiple experiments on colorization and single-image HDR reconstruction.