/image-dehaze

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Haze Removal

Introduction

This is an simple implemention of "single image haze removal using dark channel prior" by kaiming He, which wins the CVPR09 best paper.

Parameters by default

  • radius=7
  • omega=0.95
  • t0=0.1
  • r=60
  • eps=0.001

Dependencies

  • numpy
  • opencv-python
  • scikit-image
  • Pillow
  • matplotlib
  • numba
  • tk

Run

Run main.py file or to run using command line use:

git clone https://github.com/adityakm24/image-dehaze.git
cd image-dahaze
python main.py

DEMO

References

  • paper: Single Image Haze Removal using Dark Channel Prior
  • paper: Guided Image Fltering