Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective.
Lingchen SunJie LiangShuaizheng LiuHongwei YongLei ZhangPublished in: IEEE Trans. Image Process. (2024)
Keyphrases
- super resolution
- multi objective optimization
- multi objective
- low resolution
- high resolution
- evolutionary algorithm
- image reconstruction
- low resolution images
- high quality
- high resolution images
- image restoration
- multiple objectives
- genetic algorithm
- resolution enhancement
- multi frame
- multi objective genetic algorithm
- multi objective optimization problems
- motion estimation
- nsga ii
- single frame
- bi objective
- pareto optimal
- video super resolution
- motion blur
- higher resolution
- super resolution reconstruction
- light field
- multi objective genetic algorithms
- super resolved
- image super resolution
- image resolution
- image patches
- optimization algorithm
- depth map
- differential evolution
- computational complexity
- multiobjective optimization
- visual perception
- neural network
- maximum a posteriori