Convolutional Neural Networks for Inverse Problems in Imaging: A Review.
Michael T. McCannKyong Hwan JinMichael UnserPublished in: IEEE Signal Process. Mag. (2017)
Keyphrases
- inverse problems
- convolutional neural networks
- image reconstruction
- global optimization
- convex optimization
- convolutional network
- image processing
- optimization methods
- emission tomography
- optimization problems
- high resolution
- partial differential equations
- computer vision
- smoothness constraint
- early vision
- image segmentation
- neural network
- computationally expensive
- particle swarm optimization
- image analysis
- multiscale