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Color Transferred Convolutional Neural Networks for Image Dehazing

Jia-Li Yin, Yi-Chi Huang, Bo-Hao Chen, and Shao-Zhen Ye

Prerequisites:

  • Linux
  • Python 2.7
  • Numpy 1.14.0
  • OpenCV 3.4.0.12
  • Keras 2.1.5
  • Tensorflow 1.3.0
  • Tflearn 0.3.2

It was tested and runs under the following OSs:

  • Ubuntu 18.04
  • Elementary OS

Might work under others, but didn't get to test any other OSs just yet.

Getting Started:

Installation

  • Install python libraries and requests.
pip install -r requirement.txt

Testing

  • To test the model:
python demo.py

The test results will be saved in: ./TestOutput/.

Citation:

@ARTICLE{yin2019dehazing,  
author={J. -L. {Yin} and Y. -C. {Huang} and B. -H. {Chen} and S. -Z. {Ye}},  
journal={IEEE Transactions on Circuits and Systems for Video Technology},  
title={Color Transferred Convolutional Neural Networks for Image Dehazing},   
year={2020},  
volume={30},  
number={11},  
pages={3957-3967}, 
doi={10.1109/TCSVT.2019.2917315}}

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