文章目录
- A survey of deep learning approaches to image restoration
- Denoising Prior Driven Deep Neural Network for Image Restoration
- Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging
- Image-to-Image MLP-mixer for Image Reconstruction
- SwinIR: Image Restoration Using Swin Transformer
- Uformer: A General U-Shaped Transformer for Image Restoration
- Restormer: Efficient Transformer for High-Resolution Image Restoration
- Pyramid Attention Networks for Image Restoration
- Residual Non-local Attention Networks for Image Restoration
- Learning Enriched Features for Real Image Restoration and Enhancement
- Multi-Stage Progressive Image Restoration
- CycleISP: Real Image Restoration via Improved Data Synthesis
- Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration
- Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search
- Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning
- Multi-Level Wavelet-CNN for Image Restoration
- Non-Local Recurrent Network for Image Restoration
- Noise2Noise: Learning Image Restoration without Clean Data
- COLA-Net: Collaborative Attention Network for Image Restoration
- EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration
- HINet: Half Instance Normalization Network for Image Restoration
- Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
- Residual Dense Network for Image Restoration
- Plug-and-Play Image Restoration with Deep Denoiser Prior
- Path-Restore: Learning Network Path Selection for Image Restoration
- HSI-DeNet: Hyperspectral Image Restoration via Convolutional Neural Network
- Image Restoration Using Total Variation Regularized Deep Image Prior
- Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization
- Image Restoration by Iterative Denoising and Backward Projections
- Multi-scale adversarial network for underwater image restoration
- Deep learning–based image restoration algorithm for coronary CT angiography
