Depth Estimation and Image Restoration by Deep Learning from Defocused Images.
Saqib NazirLorenzo VaqueroManuel MucientesVíctor M. BreaDaniela ColtucPublished in: CoRR (2023)
Keyphrases
- image restoration
- depth estimation
- super resolution
- blurred images
- depth map
- depth from defocus
- stereo vision
- point spread function
- stereo matching
- depth information
- low resolution
- motion blur
- high resolution
- single image
- real scenes
- dynamic scenes
- image processing
- markov random field
- regularization parameter
- scene understanding
- feature matching
- stereo pair
- motion estimation
- disparity map
- three dimensional
- moving objects
- multi view
- ground truth
- denoising
- unsupervised learning