整理汇总下今年ECCV底层视觉(Low-Level Vision)相关的论文和代码，括超分辨率，图像去雨，图像去雾，去模糊，去噪，图像恢复，图像增强，图像去摩尔纹，图像修复，图像质量评价，插帧，图像/视频压缩等任务，具体如下。

欢迎star，fork和PR~
优先在Github更新：Awesome-ECCV2024-Low-Level-Vision，欢迎star~
知乎：https://zhuanlan.zhihu.com/p/706758100
参考或转载请注明出处

ECCV2024官网：https://eccv.ecva.net/

ECCV接收论文列表：

ECCV完整论文库：

开会时间：2024年9月29日-10月4日

论文接收公布时间：2024年

【Contents】

• 1.超分辨率(Super-Resolution)
• 2.图像去雨(Image Deraining)
• 3.图像去雾(Image Dehazing)
• 4.去模糊(Deblurring)
• 5.去噪(Denoising)
• 6.图像恢复(Image Restoration)
• 7.图像增强(Image Enhancement)
• 8.图像修复(Inpainting)
• 9.高动态范围成像(HDR Imaging)
• 10.图像质量评价(Image Quality Assessment)
• 11.插帧(Frame Interpolation)
• 12.视频/图像压缩(Video/Image Compression)
• 13.压缩图像质量增强(Compressed Image Quality Enhancement)
• 14.图像去反光(Image Reflection Removal)
• 15.图像去阴影(Image Shadow Removal)
• 16.图像上色(Image Colorization)
• 17.图像和谐化(Image Harmonization)
• 18.视频稳相(Video Stabilization)
• 19.图像融合(Image Fusion)
• 20.其他任务(Others)

1.超分辨率(Super-Resolution)

Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design

• Paper: https://openreview.net/forum?id=B3E8Y8g9GA
• Code: https://github.com/coulsonlee/Dy-DCA-ECCV2024

SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution

• Paper:
• Code: https://github.com/Zheng-MJ/SMFANet

2.图像去雨(Image Deraining)

3.图像去雾(Image Dehazing)

4.去模糊(Deblurring)

BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event Stream

• Paper:
• Code: https://github.com/WU-CVGL/BeNeRF

Towards Real-world Event-guided Low-light Video Enhancement and Deblurring

• Paper:
• Code: https://github.com/intelpro/ELEDNet

5.去噪(Denoising)

Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers

• Paper:
• Code: https://github.com/zfu006/TAP

6.图像恢复(Image Restoration)

MambaIR: A simple baseline for image restoration with state-space model

• Paper: https://arxiv.org/abs/2402.15648
• Code: https://github.com/csguoh/MambaIR

OneRestore: A Universal Restoration Framework for Composite Degradation

• Paper:
• Code: https://github.com/gy65896/OneRestore

Restoring Images in Adverse Weather Conditions via Histogram Transformer

• Paper:
• Code: https://github.com/sunshangquan/Histoformer

7.图像增强(Image Enhancement)

Joint RGB-Spectral Decomposition Model Guided Image Enhancement in Mobile Photography

• Paper:
• Code: https://github.com/CalayZhou/JDM-HDRNet

Taming Lookup Tables for Efficient Image Retouching

• Paper: https://arxiv.org/abs/2403.19238
• Code: https://github.com/Stephen0808/ICELUT

Towards Real-world Event-guided Low-light Video Enhancement and Deblurring

• Paper:
• Code: https://github.com/intelpro/ELEDNet

8.图像修复(Inpainting)

A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting

• Paper: https://arxiv.org/abs/2312.03594
• Code: https://github.com/open-mmlab/PowerPaint

Be-Your-Outpainter: Mastering Video Outpainting through Input-Specific Adaptation

• Paper: https://arxiv.org/abs/2403.13745
• Code: https://github.com/G-U-N/Be-Your-Outpainter

GScream: Learning 3D Geometry and Feature Consistent Gaussian Splatting for Object Removal

• Paper: https://arxiv.org/abs/2404.13679
• Code: https://github.com/W-Ted/GScream

9.高动态范围成像(HDR Imaging)

SAFNet: Selective Alignment Fusion Network for Efficient HDR Imaging

• Paper:
• Code: https://github.com/ltkong218/SAFNet

10.图像质量评价(Image Quality Assessment)

A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment

• Paper: https://arxiv.org/abs/2403.10854
• Code: https://github.com/TianheWu/MLLMs-for-IQA

Towards Open-ended Visual Quality Comparison

• Paper:
• Code: https://github.com/Q-Future/Co-Instruct

11.插帧(Frame Interpolation)

Clearer Frames, Anytime: Resolving Velocity Ambiguity in Video Frame Interpolation

• Paper: https://arxiv.org/abs/2311.08007
• Code: https://github.com/zzh-tech/InterpAny-Clearer

12.视频/图像压缩(Video/Image Compression)

HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression

• Paper: https://arxiv.org/abs/2403.14530
• Code: https://github.com/YihangChen-ee/HAC

Image Compression for Machine and Human Vision With Spatial-Frequency Adaptation

• Paper:
• Code: https://github.com/qingshi9974/ECCV2024-AdpatICMH

13.压缩图像质量增强(Compressed Image Quality Enhancement)

14.图像去反光(Image Reflection Removal)

15.图像去阴影(Image Shadow Removal)

16.图像上色(Image Colorization)

17.图像和谐化(Image Harmonization)

18.视频稳相(Video Stabilization)

Eliminating Warping Shakes for Unsupervised Online Video Stitching

• Paper: https://arxiv.org/abs/2403.06378
• Code: https://github.com/nie-lang/StabStitch

19.图像融合(Image Fusion)

20.其他任务(Others)

Image Demoireing in RAW and sRGB Domains

• Paper: https://arxiv.org/abs/2312.09063
• Code: https://github.com/rebeccaeexu/RRID

Temporal-Mapping Photography for Event Cameras

• Paper:
• Code: https://github.com/YuHanBaozju/EvTemMap

持续更新~

参考

Related Collections(相关整理)

• Awesome-CVPR2024-Low-Level-Vision
• Awesome-CVPR2021-Low-Level-Vision
• Awesome-CVPR2020-Low-Level-Vision
• Awesome-ECCV2020-Low-Level-Vision
• Awesome-Low-Level-Vision-Research-Groups
• Awesome-AIGC-Research-Groups
• Awesome-CVPR2024-AIGC