ugly1/AI-video-enhance

This repository collects the state-of-the-art algorithms for video/image enhancement using deep learning (AI) in recent years, including super resolution, compression artifact reduction, deblocking, denoising, image/color enhancement, HDR.

AI-video-enhance

This repository collects the state-of-the-art algorithms for video/image enhancement using deep learning (AI) in recent years, including reviews and engineering practices.

视频/图像增强手段包括去伪影/去块/去噪(artifacts reduction, deblocking, denoising)、超分辨率(super resolution)、图像/色彩增强(image/color enhancement)，这里主要针对这几种领域收集一些优秀的AI算法，并在工程上进行一些代码试验。

super resolution

• SRCNN-ECCV2014
• ESPCN-CVPR2016
• FSRCNN-ECCV2016
• VDSR-CVPR2016
• DRCN-CVPR2016
• LapSRN-CVPR2017
• SRDenseNet-ICCV2017
• SRGAN-CVPR2017
• EDSR-CVPR2017
• DBPN-CVPR2018
• RDN-CVPR2018
• RCAN-ECCV2018

相关资源

• 视频增强 https://github.com/yulunzhang/video-enhancement
• 压缩编码 https://github.com/flyywh/Image-compression-and-video-coding
• video SR https://github.com/LoSealL/VideoSuperResolution
• image SR https://github.com/icpm/super-resolution https://github.com/YapengTian/Single-Image-Super-Resolution
• Awesome Deep Vision https://github.com/kjw0612/awesome-deep-vision
• Awesome Computer Vision https://github.com/jbhuang0604/awesome-computer-vision
• denoising https://github.com/flyywh/Image-Denoising-State-of-the-art