Two-stage noise aware training using asymmetric deep denoising autoencoder.
Kang Hyun LeeShin Jae KangWoo Hyun KangNam Soo KimPublished in: ICASSP (2016)
Keyphrases
- denoising
- gaussian noise
- additive gaussian noise
- denoising algorithm
- noise removal
- denoising methods
- noisy images
- noise level
- image denoising
- wiener filter
- total variation
- wavelet denoising
- spatially adaptive
- wavelet shrinkage
- feedforward neural networks
- wavelet domain
- image processing
- noise reduction
- weighted averaging
- filtering method
- training and testing data
- noise model
- noisy data
- deep architectures
- additive noise
- frequency domain
- restricted boltzmann machine
- noise suppression
- removing noise
- wavelet based denoising
- random noise
- training process
- training examples
- natural images
- recurrent neural networks
- fidelity term
- training samples
- supervised learning
- computer vision
- neural network