A Collection of Papers and Codes in AAAI2022 related to Low-Level Vision
- CVPR2022-Low-Level-Vision
- Awesome-NeurIPS2021-Low-Level-Vision
- Awesome-ICCV2021-Low-Level-Vision
- Awesome-CVPR2021/CVPR2020-Low-Level-Vision
- Awesome-ECCV2020-Low-Level-Vision
Unsupervised Underwater Image Restoration: From a Homology Perspective
- Paper: https://aaai-2022.virtualchair.net/poster_aaai2078
- Tags: Underwater Image Restoration
Panini-Net: GAN Prior based Degradation-Aware Feature Interpolation for Face Restoration
- Paper: https://aaai-2022.virtualchair.net/poster_aaai4252
- Code: https://github.com/wyhuai/Panini-Net
- Tags: Face Restoration
Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers
- Paper: https://aaai-2022.virtualchair.net/poster_aaai7488
- Code: https://github.com/laulampaul/siamtrans
Transcoded Video Restoration by Temporal Spatial Auxiliary Network
- Paper: https://aaai-2022.virtualchair.net/poster_aaai12302
- Tags: Transcoded Video Restoration
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution
Efficient Non-Local Contrastive Attention for Image Super-Resolution
Best-Buddy GANs for Highly Detailed Image Super-Resolution
- Paper: https://aaai-2022.virtualchair.net/poster_aaai137
- Tags: GAN
Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution
- Paper: https://aaai-2022.virtualchair.net/poster_aaai1194
- Tags: Text SR
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-Resolution
- Paper: https://aaai-2022.virtualchair.net/poster_aaai390
- Code: https://github.com/Zj-BinXia/AMSA
- Tags: Reference-Based SR
Detail-Preserving Transformer for Light Field Image Super-Resolution
- Paper: https://aaai-2022.virtualchair.net/poster_aaai3550
- Tags: Light Field
Generative Adaptive Convolutions for Real-World Noisy Image Denoising
ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising
Deep Recurrent Neural Network with Multi-Scale Bi-Directional Propagation for Video Deblurring
Online-Updated High-Order Collaborative Networks for Single Image Deraining
Close the Loop: A Unified Bottom-up and Top-down Paradigm for Joint Image Deraining and Segmentation
- Paper: https://aaai-2022.virtualchair.net/poster_aaai678
- Tags: Joint Image Deraining and Segmentation
Uncertainty-Driven Dehazing Network
Deep Spatial Adaptive Network for Real Image Demosaicing
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning
Low-Light Image Enhancement with Normalizing Flow
Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement
Semantically Contrastive Learning for Low-Light Image Enhancement
- Paper: https://aaai-2022.virtualchair.net/poster_aaai4218
- Tags: contrastive learning
MODNet: Trimap-Free Portrait Matting in Real Time
Efficient Model-Driven Network for Shadow Removal
Towards End-to-End Image Compression and Analysis with Transformers
- Paper: https://arxiv.org/abs/2112.09300
- Code: https://github.com/BYchao100/Towards-Image-Compression-and-Analysis-with-Transformers
- Tags: Transformer
OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression
Two-Stage Octave Residual Network for End-to-End Image Compression
Content-Variant Reference Image Quality Assessment via Knowledge Distillation
Perceptual Quality Assessment of Omnidirectional Images
- Paper: https://aaai-2022.virtualchair.net/poster_aaai4008
- Tags: Omnidirectional Images
Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization
Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer
SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal
- Paper: https://aaai-2022.virtualchair.net/poster_aaai934
- Code: https://github.com/Snowfallingplum/SSAT
- Tags: Makeup Transfer and Removal
Assessing a Single Image in Reference-Guided Image Synthesis
Interactive Image Generation with Natural-Language Feedback
PetsGAN: Rethinking Priors for Single Image Generation
Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction
Hierarchical Image Generation via Transformer-Based Sequential Patch Selection
Style-Guided and Disentangled Representation for Robust Image-to-Image Translation
OA-FSUI2IT: A Novel Few-Shot Cross Domain Object Detection Framework with Object-Aware Few-shot Unsupervised Image-to-Image Translation
- Paper: https://aaai-2022.virtualchair.net/poster_aaai2213
- Code: https://github.com/emdata-ailab/FSCD-Det
- Tags: Image-to-Image Translation used for Object Detection
Learning Temporally and Semantically Consistent Unpaired Video-to-Video Translation through Pseudo-Supervision from Synthetic Optical Flow