Image Restoration

Learning Multiple Adverse Weather Removal via Two-Stage Knowledge Learning and Multi-Contrastive Regularization: Toward a Unified Model CVPR 2022 Learning Robust Image-Based Rendering on Sparse Scene Geometry via Depth Completion CVPR 2022 Learning sRGB-to-Raw-RGB De-Rendering With Content-Aware Metadata CVPR 2022 Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022 Learning to Detect 3D Facial Landmarks via Heatmap Regression with Graph Convolutional Network AAAI 2022 Learning To Restore 3D Face From In-the-Wild Degraded Images CVPR 2022 Learning To Zoom Inside Camera Imaging Pipeline CVPR 2022 Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer IJCAI 2022 Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising AAAI 2022 Local Texture Estimator for Implicit Representation Function CVPR 2022 Log-Polar Space Convolution Layers NeurIPS 2022 Look Back and Forth: Video Super-Resolution With Explicit Temporal Difference Modeling CVPR 2022 Low-Light Image Enhancement with Normalizing Flow AAAI 2022 Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction CVPR 2022 MAT: Mask-Aware Transformer for Large Hole Image Inpainting CVPR 2022 MAXIM: Multi-Axis MLP for Image Processing CVPR 2022 Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors NeurIPS 2022 MISF: Multi-Level Interactive Siamese Filtering for High-Fidelity Image Inpainting CVPR 2022 MNSRNet: Multimodal Transformer Network for 3D Surface Super-Resolution CVPR 2022 Modeling sRGB Camera Noise With Normalizing Flows CVPR 2022 Motion-From-Blur: 3D Shape and Motion Estimation of Motion-Blurred Objects in Videos CVPR 2022 MRI bias field correction with an implicitly trained CNN MIDL 2022 MR Image Super Resolution By Combining Feature Disentanglement CNNs and Vision Transformers MIDL 2022 Multi-Sample Training for Neural Image Compression NeurIPS 2022 Multi-Scale Adaptive Network for Single Image Denoising NeurIPS 2022