Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning.
Abdullah AbuolaimMahmoud AfifiMichael S. BrownPublished in: WACV (2022)
Keyphrases
- single image
- multiple images
- multi task learning
- shape recovery
- information from multiple images
- point spread function
- vanishing points
- input image
- fundamental problem in computer vision
- super resolution
- light source
- learning tasks
- multi task
- gaussian processes
- intrinsic images
- pixel values
- image features
- shape from shading
- transfer learning
- image restoration
- feature points
- three dimensional
- learning problems
- motion blur
- pixel level
- image registration
- feature space