Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations.
Luming LiangSen DengLionel GueguenMingqiang WeiXinming WuJing QinPublished in: CoRR (2019)
Keyphrases
- salt and pepper
- denoising
- convolutional neural network
- noise removal
- gaussian noise
- image denoising
- salt and pepper noise
- face detection
- noisy images
- natural images
- total variation
- impulse noise
- denoising algorithm
- image processing
- denoising methods
- wavelet packet
- bilateral filter
- noise model
- neural network
- computer vision
- image enhancement
- object detection
- training set
- noise level
- signal to noise ratio
- partial differential equations
- error rate
- image restoration
- markov random field
- pairwise
- multiscale