Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning.
Abdullah AbuolaimMahmoud AfifiMichael S. BrownPublished in: CoRR (2021)
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
- multi task
- light source
- intrinsic images
- three dimensional
- shape from shading
- pixel values
- machine learning
- image features
- image registration
- image reconstruction
- high resolution
- feature points
- transfer learning
- image classification
- pixel level
- blurred images
- high order
- theoretical analysis
- image processing
- learning algorithm