Deep Convolutional Neural Network for Inverse Problems in Imaging.
Kyong Hwan JinMichael T. McCannEmmanuel FrousteyMichael UnserPublished in: CoRR (2016)
Keyphrases
- inverse problems
- convolutional neural network
- global optimization
- image reconstruction
- face detection
- convex optimization
- optimization methods
- emission tomography
- optimization problems
- high resolution
- image processing
- early vision
- partial differential equations
- image analysis
- neural network
- computer vision
- smoothness constraint
- multiscale
- super resolution
- b spline
- image restoration
- denoising
- machine learning