Deep Spatial-Angular Regularization for Light Field Imaging, Denoising, and Super-Resolution.
Mantang GuoJunhui HouJing JinJie ChenLap-Pui ChauPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- light field
- super resolution
- denoising
- imaging systems
- high resolution
- image restoration
- low resolution
- total variation
- variational framework
- image reconstruction
- regularization parameter
- low resolution images
- image denoising
- regularization term
- noisy images
- high quality
- single image
- natural images
- resolution enhancement
- multi frame
- image processing
- high resolution images
- super resolved
- spatio temporal
- motion blur
- motion estimation
- image formation
- multi view
- depth map
- super resolution reconstruction
- imaging process
- face recognition
- reconstruction method
- scene geometry
- edge preserving
- computer graphics
- image quality
- video sequences
- combining information from multiple