Deep Equilibrium Architectures for Inverse Problems in Imaging.
Davis GiltonGregory OngieRebecca WillettPublished in: IEEE Trans. Computational Imaging (2021)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- optimization methods
- emission tomography
- optimization problems
- image analysis
- high resolution
- early vision
- smoothness constraint
- partial differential equations
- image processing
- computer vision
- computationally expensive
- multi objective
- image enhancement
- optimization algorithm
- super resolution
- denoising