Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features

Xiaowei Hu, Lei Zhu, Tianyu Wang, Chi-Wing Fu, Pheng-Ann Heng

IEEE TIP · 2021

Research summary

Real-time rain removal using depth-guided non-local features for robust image restoration.

Key insight

Exploits depth-guided non-local features for real-time single-image rain removal, leveraging scene geometry to better model rain streaks at varying depths and intensities.

Paper & resources

• paper
• dataset
• code

BibTeX

@article{hu2021single,
  title={Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features},
  author={Hu, Xiaowei and Zhu, Lei and Wang, Tianyu and Fu, Chi-Wing and Heng, Pheng-Ann},
  journal={IEEE Transactions on Image Processing},
  volume={30},
  pages={1759--1770},
  year={2021},
  publisher={IEEE}
}

Contact Tianyu (Steve) Wang