Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods.
Alice LucasMichael IliadisRafael MolinaAggelos K. KatsaggelosPublished in: IEEE Signal Process. Mag. (2018)
Keyphrases
- inverse problems
- analytical methods
- neural network
- image reconstruction
- global optimization
- convex optimization
- practical problems
- pattern recognition
- optimization methods
- optimization problems
- early vision
- image processing
- image analysis
- high resolution
- artificial neural networks
- mathematical models
- computer vision
- genetic algorithm
- smoothness constraint
- partial differential equations
- super resolution
- computationally expensive
- artificial intelligence
- interaction analysis
- video sequences