Neural Affine Grayscale Image Denoising

@article{Cha2017NeuralAG,
  title={Neural Affine Grayscale Image Denoising},
  author={Sungmin Cha and Taesup Moon},
  journal={CoRR},
  year={2017},
  volume={abs/1709.05672}
}
We propose a new grayscale image denoiser, dubbed as Neural Affine Image Denoiser (Neural AIDE), which utilizes neural network in a novel way. Unlike other neural network based image denoising methods, which typically apply simple supervised learning to learn a mapping from a noisy patch to a clean patch, we formulate to train a neural network to learn an… CONTINUE READING