Awesome-Demoireing
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rebeccaeexu
rebeccaeexu
A collection of image & video demoireing papers.
Paper List| Image Demoireing & Video Demoireing
This repository compiles a list of papers related to Image/ Video Demoireing. (Updating)
Continual improvements are being made to this repository. If you come across any relevant papers that should be included, please don't hesitate to open an issue.
Contents
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Papers
- Image Demoiring Papers
- Video Demoiring Papers
- Challenges
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Datasets
- Image Demoireing Datasets
- Video Demoireing Datasets
Demoireing Papers
Image Demoireing Papers
| Title | Paper | Code | Dataset | Key Words |
|---|---|---|---|---|
| P-BiC: Ultra-High-Definition Image Moiré Patterns Removal via Patch Bilateral Compensation | ACMMM-2024 | |||
| Image Demoiréing in RAW and sRGB Domains | ECCV-2024 | RRID | TMM22 | |
| Multibranch Wavelet-Based Network for Image Demoiréing | Sensors-2024 | |||
| Image Demoiréing via Multi-scale Fusion Networks with Moiré Data Augmentation | Sensors-2024 | |||
| Learning Image Demoiréing from Unpaired Real Data | AAAI-2024 | UnDem | ||
| Coarse-to-fine Disentangling Demoiréing Framework for Recaptured Screen Images | TPAMI-2023 | |||
| Doing More With Moiré Pattern Detection in Digital Photos | TIP-2023 | MoireDet | ||
| Progressive Moire Removal and Texture Complementation for Image Demoireing | TCSVT-2023 | / | ||
| Adaptive Multispectral Encoding Network for Image Demoiréing | TIM-2023 | |||
| Real-Time Image Demoireing on Mobile Devices | ICLR-2023 | DDA | ||
| Recaptured Screen Image Demoireing in Raw Domain | TMM-2022 | RDNet | TMM22 | |
| Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing | ECCV-2022 | ESDNet | UHDM | UHDM |
| Unsupervised Moiré Pattern Removal for Recaptured Screen Images | Neurocomputing-2021 | MRGAN | ||
| Morié Attack (MA): A New Potential Risk of Screen Photos | NeurIPS-2021 | MA | ||
| Image Demoiréing with a Dual-Domain Distilling Network | ICME-2021 | |||
| Learning Frequency Domain Priors for Image Demoireing | TPAMI-2021 | MBCNN | ||
| Self-Adaptively Learning to Demoiré from Focused and Defocused Image Pairs | NeurIPS-2020 | |||
| Recaptured screen image demoiréing | TCSVT-2020 | AMNet | ||
| Deep Wavelet Network With Domain Adaptation for Single Image Demoireing | CVPRW-2020 | / | ||
| MMDM: Multi-frame and multi-scale for image demoiréing | CVPRW-2020 | MMDM | ||
| Moire Pattern Removal via Attentive Fractal Network | CVPRW-2020 | AFN | ||
| C3Net: Demoireing Network Attentive in Channel, Color and Concatenation | CVPRW-2020 | C3Net | ||
| Dual-domain deep convolutional neural networks for image demoireing | CVPRW-2020 | / | ||
| Image Demoireing with Learnable Bandpass Filters | CVPR-2020 | MBCNN | LCDMoiré, TIP18 | |
| FHDe2Net: Full High Definition Demoireing Network | ECCV-2020 | FHDe2Net | FHDMi | |
| Wavelet-Based Dual-Branch Network for Image Demoireing | ECCV-2020 | WDnet | ||
| Multi-Scale Dynamic Feature Encoding Network for Image Demoiréing | ICCVW-2019 | MDDM | ||
| Mop Moire Patterns Using MopNet | ICCV-2019 | MopNet | TIP18 | Multi-scale + 2 sub-modules |
| Moiré Photo Restoration Using Multiresolution Convolutional Neural Networks | TIP-2018 | DMCNN-unofficial code | TIP18 | Multi-resolution CNN |
| Demoireing of Camera-Captured Screen Images Using Deep Convolutional Neural Network | arxiv-2018 | / |
Video Demoireing Papers
| Title | Paper | Code | Dataset | Key Words |
|---|---|---|---|---|
| STD-Net: Spatio-Temporal Decomposition Network for Video Demoiréing with Sparse Transformers | TCSVT-2024 | |||
| Video Demoiréing with Deep Temporal Color Embedding and Video-Image Invertible Consistency | TMM-2024 | VDmoire | ||
| Direction-aware Video Demoireing with Temporal-guided Bilateral Learning | AAAI-2024 | DTNet | VDmoire | |
| Recaptured Raw Screen Image and Video Demoiréing via Channel and Spatial Modulations | NeurIPS-2023 | VD_raw | RawVDemoiré | Raw Video Demoiréing |
| Deep Video Demoireing via Compact Invertible Dyadic Decomposition | ICCV-2023 | CIDNet | ||
| FPANet: Frequency-based Video Demoireing using Frame-level Post Alignment | arxiv-2023 | / | VDmoire | |
| Video Demoiréing with Relation-Based Temporal Consistency | CVPR-2022 | VDmoire | VDmoire | Video Demoiréing |
Demoireing Challenges
| Title | Dataset | Key Words |
|---|---|---|
| NTIRE 2020 Challenge on Image Demoireing: Methods and Results | CFAMoire | |
| AIM 2019 Challenge on Image Demoireing: Methods and Results | LCDMoire | First Image Demoireing Challenge |
Demoireing Datasets
Image Demoireing Datasets
| Dataset | Paper | Avg. Resolution | Size | Diversity | Real World |
|---|---|---|---|---|---|
| TIP-2018 | TIP-2018 | 256 × 256 | 135,000 | No text scenes | ✔ |
| LCDMoiré | CVPR-2020 | 1024 × 1024 | 10,200 | Only text scenes | ✖ |
| FHDMi | ECCV-2020 | 1920 × 1080 | 12,000 | Diverse scenes | ✔ |
| UHDM | ECCV-2022 | 4328 × 3248 | 5,000 | Diverse scenes | ✔ |
| TMM22 | TMM-2022 | (Training) 256 × 256 / (Testing) 512× 512 | 63,588 | Diverse scenes | ✔ |
Video Demoireing Datasets
| Dataset | Paper | Resolution | Size | Note |
|---|---|---|---|---|
| VDmoire | CVPR-2022 | 720 p | (247 + 43) * 60 | sRGB |
| RawVDemoiré | NeurIPS-2023 | 720 p | (250 + 50) * 60 | Source:[sRGB, RAW]; Target: [sRGB] |
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A collection of image & video demoireing papers.