• Enhancement & Restoration
• Low Light
• Denoising
• Super Resolution
• Face Restoration
• HDR
• ISP
• Industry
• General
• Generative Methods
• Misc
• Dehazing (Archived)
• Debluring (Archived)
• Fusion (Archived)
• Dataset
• Useful Resources

MIT-Adobe FiveK Dataset 单反相机拍摄的raw图像 + 5个人工retouch的tiff图, 共5k张
DPED 手机相机和单反相机增强数据集, 使用sift做对齐, 包括来自三种手机和Canon单反的超过15k张图像对

SID
ExDark
CID
VV
LOL
LIME
RENOIR
ExDARK
SICE
The Extended Yale Face Database B

DIV2k

CelebA 人脸属性数据集, 超过200k张图像, 5个关键点, 40个属性
CelebAMask-HQ 3w张人脸解析数据集, 包括19个facial components
Flickr-Faces-HQ Dataset (FFHQ)

DnD
SIDD

PolyU
Renoir
CC
SID
kodak_color
NoiseClinicImages

HIDE motion deblur
GOPRO motion deblur

SIR

GehlerShi
CUBE+

[ECCV 2020图像重建方向]

[CVPR 2020论文集合]

[低光照论文整理1] [低光照论文整理2]

[超分论文整理]

[去噪论文整理] [去噪论文with codes]

[Deblurring]

[去雾]

[传统图像处理算法实现]

[一些基于C++的对比度增强算法实现]

[传统图像质量增强的系列blog-1] [传统图像质量增强的系列blog-2]

[ISP介绍blog]

[数据集]

[移动端AI benchmark]

[CVPR NTIRE] New Trends in Image Restoration and Enhancement Challenges, 图像超分辨率、图像去噪、去模糊、去摩尔纹、重建、去雾
[CVPR LPCVC] Low Power Computer Vision Challenge, 低功耗计算机视觉、目标检测、图像分类
[ECCV AIM] Advances in Image Manipulation workshop and challenges
[ECCV PIRM] Perceptual Image Restoration and Manipulation, 貌似只有18, 19两届

[CVPR 2020 GAN in 图像恢复论文盘点] https://blog.csdn.net/lgzlgz3102/article/details/106799006/