Image Denoising model based on Deep CNN in Keras.
Image denoising has been recently attracting considerable attentions due to its applications in various fields. In our project, we construct a feed-forward denoising Convolutional Neural Network (CNN) to embrace the progress in very deep architecture, learning algorithm and regularization method into image denoising .
Here we incorporate following approaches:
- CNN
- Residual Learning
- Batch Normalization
- PSNR(dB) = 29.33
- SSIM (%) = 91.5