NTIRE 2018 Challenge on Image Dehazing: Methods and Results | IEEE Conference Publication | IEEE Xplore

NTIRE 2018 Challenge on Image Dehazing: Methods and Results


Abstract:

This paper reviews the first challenge on image dehazing (restoration of rich details in hazy image) with focus on proposed solutions and results. The challenge had 2 tra...Show More

Abstract:

This paper reviews the first challenge on image dehazing (restoration of rich details in hazy image) with focus on proposed solutions and results. The challenge had 2 tracks. Track 1 employed the indoor images (using I-HAZE dataset), while Track 2 outdoor images (using O-HAZE dataset). The hazy images have been captured in presence of real haze, generated by professional haze machines. I-HAZE dataset contains 35 scenes that correspond to indoor domestic environments, with objects with different colors and specularities. O-HAZE contains 45 different outdoor scenes depicting the same visual content recorded in haze-free and hazy conditions, under the same illumination parameters. The dehazing process was learnable through provided pairs of haze-free and hazy train images. Each track had ~ 120 registered participants and 21 teams competed in the final testing phase. They gauge the state-of-the-art in image dehazing.
Date of Conference: 18-22 June 2018
Date Added to IEEE Xplore: 16 December 2018
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Conference Location: Salt Lake City, UT, USA

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