An Unsupervised Deep Learning Approach for Real-World Image Denoising.
Dihan ZhengSia Huat TanXiaowen ZhangZuoqiang ShiKaisheng MaChenglong BaoPublished in: ICLR (2021)
Keyphrases
- image denoising
- deep learning
- unsupervised learning
- denoising
- deep architectures
- weakly supervised
- noisy images
- natural images
- total variation
- unsupervised feature learning
- image processing
- semi supervised
- supervised learning
- wavelet coefficients
- machine learning
- mental models
- data mining
- wavelet domain hidden markov tree
- denoising algorithm
- model selection
- dimensionality reduction
- denoising methods
- pattern recognition
- multiscale
- learning strategies
- expectation maximization
- image data
- object recognition
- reinforcement learning