DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows.
Valentin WolfAndreas LugmayrMartin DanelljanLuc Van GoolRadu TimoftePublished in: CoRR (2021)
Keyphrases
- image data
- complex data
- data sets
- data collection
- input image
- learning algorithm
- data structure
- image analysis
- prior knowledge
- learning process
- image classification
- data sources
- low level
- image content
- training data
- learning models
- user input
- background knowledge
- test images
- single image
- database
- image segmentation
- image features
- multiscale
- similarity measure
- input data
- image quality
- supervised learning
- high dimensional data
- segmentation method
- color images
- spatial information
- reinforcement learning
- feature extraction
- image sequences