CBDNet-tensorflow
An unofficial implementation of CBDNet by Tensorflow.
Network Structure
Realistic Noise Model
Given a clean image x, the realistic noise model can be represented as:
Where y is the noisy image, f(.) is the CRF function and the irradiance ,
M(.) represents the function that convert sRGB image to Bayer image and DM(.) represents the demosaicing function.
If considering denosing on compressed images,
Result
Quick Start
Use followed command to train the model:
python train.py
Use followed command to test the pretrained model:
python test.py