The Practicality of Stochastic Optimization in Imaging Inverse Problems.
Junqi TangKaren O. EgiazarianMohammad GolbabaeeMike E. DaviesPublished in: IEEE Trans. Computational Imaging (2020)
Keyphrases
- stochastic optimization
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- multistage
- optimization methods
- image processing
- optimization problems
- high resolution
- partial differential equations
- early vision
- image analysis
- optical imaging
- computer vision
- optical flow
- robust optimization
- smoothness constraint
- high dimensional
- high quality
- reinforcement learning
- objective function
- high order
- utility function
- image enhancement
- particle swarm optimization
- super resolution
- edge detection