Hazy/Dusty Image Synthesis for Driving Scenarios

Paper: Toward Improving Robustness of Object Detectors against Domain Shift (GECOST 2024) [arXiv] [Medium]

Authors: Le-Anh Tran, Chung Nguyen Tran, Dong-Chul Park, Jordi Carrabina, David Castells-Rufas

Dependencies

• Pytorch
• OpenCV

Setup

(to be updated)

Image Synthesis

(to be updated)

Citation

@article{tran2022novel,
  title={A novel encoder-decoder network with guided transmission map for single image dehazing},
  author={Tran, Le-Anh and Moon, Seokyong and Park, Dong-Chul},
  journal={Procedia Computer Science},
  volume={204},
  pages={682--689},
  year={2022},
  publisher={Elsevier}
}

Have fun!

LA Tran