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HazeRD: an outdoor dataset for dehazing algorithms

Abstract: 

HazeRD is an outdoor scene dataset for benchmarking dehazing algorithms. HazeRD contains 10 different scenes based on the architectural biometrics project. For each scene, the ground RGB images, depth maps, and synthesized hazy images following the atmospheric optics are provided; the hazy images come with five different haze level using real life physical parameters. The main features of HazeRD to other dehazing datasets are: HazeRD focuses on outdoor scenes whereas other datasets provide indoor scenes; and, the synthesis is based on real life parameters. 

Instructions: 

The image files are organized as each scene with synthesized images under five different weather conditions. We also provide the matlab scripts for the generation of hazy images.

The files are named as follow:

 

hazy_img_generation.m

scene_{1~10}/

    gt.png

    depth.png

    haze_{50,100,200,500,1000}.png

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Dataset Details

Citation Author(s):
Yanfu Zhang, Li Ding, Gaurav Sharma
Submitted by:
Yanfu Zhang
Last updated:
Mon, 01/30/2017 - 17:04
DOI:
10.21227/H2001Q
Data Format:
 
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[1] Yanfu Zhang, Li Ding, Gaurav Sharma, "HazeRD: an outdoor dataset for dehazing algorithms", IEEE Dataport, 2017. [Online]. Available: http://dx.doi.org/10.21227/H2001Q. Accessed: Oct. 21, 2017.
@data{h2001q-17,
doi = {10.21227/H2001Q},
url = {http://dx.doi.org/10.21227/H2001Q},
author = {Yanfu Zhang; Li Ding; Gaurav Sharma },
publisher = {IEEE Dataport},
title = {HazeRD: an outdoor dataset for dehazing algorithms},
year = {2017} }
TY - DATA
T1 - HazeRD: an outdoor dataset for dehazing algorithms
AU - Yanfu Zhang; Li Ding; Gaurav Sharma
PY - 2017
PB - IEEE Dataport
UR - 10.21227/H2001Q
ER -
Yanfu Zhang, Li Ding, Gaurav Sharma. (2017). HazeRD: an outdoor dataset for dehazing algorithms. IEEE Dataport. http://dx.doi.org/10.21227/H2001Q
Yanfu Zhang, Li Ding, Gaurav Sharma, 2017. HazeRD: an outdoor dataset for dehazing algorithms. Available at: http://dx.doi.org/10.21227/H2001Q.
Yanfu Zhang, Li Ding, Gaurav Sharma. (2017). "HazeRD: an outdoor dataset for dehazing algorithms." Web.
1. Yanfu Zhang, Li Ding, Gaurav Sharma. HazeRD: an outdoor dataset for dehazing algorithms [Internet]. IEEE Dataport; 2017. Available from : http://dx.doi.org/10.21227/H2001Q
Yanfu Zhang, Li Ding, Gaurav Sharma. "HazeRD: an outdoor dataset for dehazing algorithms." doi: 10.21227/H2001Q