Personal repository under construction.

Table of Contents

• Image Restoration
• Image Enhancement
• Image Denoising
• Image Super Resolution
• HDR
• ISP
• Video Related
• Industry
• General
• Few Shot
• Misc
• Face Related (archived)
• Image Synthesis (archived)

Datasets

General purpose low-level datasets

Image Enhancement

• 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
  

Super Resolution

• DIV2k
  

Video

• Vimeo-90k 超分, 插帧, 30fps
  
• Middlebury 光流估计, 视频插帧
  
• UCF101 视频动作识别
  
• X4K1000FPS 4k分辨率,1000fps
  
• DAVIS 视频分割, 1080p, 24fps
  

Resources

• [ICCV 2021论文集合], [CVPR 2021论文集合], [CVPR 2020论文集合]
• Low Level论文集合 [CVPR 2022] [ICCV 2021] [CVPR 2021/2020] [ECCV 2020]
• [image-to-image translation论文整理]
• [数据集]
• [移动端AI benchmark]

Competitions

• [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
  
• [MAI] Mobile AI Workshop (CVPR workshop).
  
• [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
  

To See