Dear Professor Singh,

The most commonly used dehazing benchmarks are typical composed of synthetic images with added fog. You can have a look at the d-hazy dataset:

http://www.meo.etc.upt.ro/AncutiProjectPages/D_Hazzy_ICIP2016/

To date, I believe however that the most comprehensive dehazing benchmarking effort is RESIDE, which you can find here:

https://sites.google.com/view/reside-dehaze-datasets

Also, It may be of your interest to know that this year's CVPR is organizing a challenge on image restoration, with a sub-challenge dedicated to image dehazing, see here:

http://www.vision.ee.ethz.ch/ntire18/

Hope this helps,

Adrian

you can use the D-Haze dateset.

Yin Gao I am not able to download the D-haze dataset from the publicly available link. Do you have a working link to download this dataset?

http://perso.lcpc.fr/tarel.jean-philippe/bdd/frida.html

http://people.ee.ethz.ch/~csakarid/SFSU_synthetic/

Can any one share the database for haze/foggy videos.