Understading Image Restoration Convolutional Neural Networks with Network Inversion.
Églen ProtasJosé Douglas BrattiJoel D. O. GayaPaulo Drews Jr.Silvia S. C. BotelhoPublished in: ICMLA (2017)
Keyphrases
- image restoration
- convolutional neural networks
- total variation
- edge preserving
- super resolution
- image processing
- regularization parameter
- markov random field
- image deblurring
- motion blur
- total least squares
- blurred images
- modified hopfield neural network
- iterative image restoration
- wiener filter
- degraded images
- regularization method
- blind image restoration
- restoration algorithm
- point spread function
- high resolution
- adaptive neighborhood
- blur identification
- restoration method
- image deconvolution
- low level vision
- natural images
- markov random field models
- signal to noise ratio
- gaussian noise
- computer vision
- neural network