Code for paper "Near-Infrared Fusion for Photorealistic Image Dehazing".
Presented at Electornic Imaging Conference 2018, Burlingame CA, on Januar 31 2018.
Authors:
- Frederke Dümbgen
- Majed El Helou
- Natalija Gucevska
- Sabine Süsstrunk
Last updated: 31.01.2018
Requires installation of OpenCV 3+. Can recommend this guide for installing OpenCV 3+ for python on Ubuntu.
Other libraries required (numpy, matplotlib) are listed in requirements.txt. Install by running:
pip install -r requirements.txt
The pipeline for dehazing using photorealistic fusion can be found in pipeline.ipynb. Note that you need to run run_wls.py beforehand, creating the multiresolution decomposition of the image. Since this is a costly operation, it has to be done only once per image, all detail and average images are stored for later use.
Please report any bugs via this repository, and create pull requests if you wish to contribute.