hoangth55 / synthesizehaze

Synthesize Hazy/Foggy Image using Monodepth and Atmospheric Scattering Model

Dependencies

• OpenCV
• Matplotlib
• Numpy

How to Use

1. Generate Depth Map

• An easy-to-use implementation of Generate Depth map by: https://github.com/hoangth55/depthmap

2. Locate Image Files (optional)

• Put the original (clean) image in the folder "docs"
• Put the generated depth map in the folder "docs"
• Say "fname" is the file name of the clean image, the file name of the generated depth map should be "fname_depth"

3. Setup & Generate Hazy Image

conda create -n haze pip python=3.7 conda activate haze pip install opencv-python==3.4.2.17 conda install -c conda-forge matplotlib conda install -c anaconda pillow

Run: python synthesize-haze.py

Results

• 1st row: original images
• 2nd row: synthesized hazy images with sparse haze
• 3rd row: synthesized hazy images with dense haze

Citation

H2T
Aug. 2023