- Please download the hazy images and their corresponding ground truth images and put them in the "Hazy images" and "Ground Truth images" folder, respectively. The images can be downloaded from the links below:
RESIDE dataset - https://sites.google.com/view/reside-dehaze-datasets/reside-standard NYUDepthV2 dataset - https://cs.nyu.edu/~fergus/datasets/nyu_depth_v2.html HazeRD dataset - https://ieee-dataport.org/open-access/hazerd-outdoor-scene-dataset-and-benchmark-single-image-dehazing O-Haze dataset - https://data.vision.ee.ethz.ch/cvl/ntire18/o-haze/
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Run the file - 'demo_test.m' file in MATLAB to dehaze an image.
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To generate synthetic transmission maps, run 'synthetic_transmission'.m' file in MATLAB.
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To recover the haze-free images from synthetic transmission maps, run 'sample_recovery.m' file in MATLAB.
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For any queries, contact me in GitHub or email me at [email protected]