Deep Learning Techniques for Inverse Problems in Imaging.
Gregory OngieAjil JalalChristopher A. MetzlerRichard G. BaraniukAlexandros G. DimakisRebecca WillettPublished in: IEEE J. Sel. Areas Inf. Theory (2020)
Keyphrases
- deep learning
- inverse problems
- global optimization
- image reconstruction
- convex optimization
- unsupervised learning
- machine learning
- optimization methods
- optimization problems
- partial differential equations
- high resolution
- image analysis
- image processing
- early vision
- weakly supervised
- smoothness constraint
- mental models
- computer vision
- high quality
- low resolution
- simulated annealing
- pattern recognition
- clustering algorithm
- feature selection