Deep Learning with Inaccurate Training Data for Image Restoration.
Bolin LiuXiao ShuXiaolin WuPublished in: CoRR (2018)
Keyphrases
- image restoration
- deep learning
- training data
- unsupervised learning
- total variation
- edge preserving
- image processing
- super resolution
- training set
- supervised learning
- markov random field
- learning algorithm
- machine learning
- decision trees
- weakly supervised
- mental models
- training examples
- data sets
- iterative image restoration
- blurred images
- prior knowledge
- degraded images
- neural network
- labeled data
- higher order
- multiscale
- high quality
- modified hopfield neural network