Image dehazing algorithm based on airport image quality evaluation

Heavy hazy weather blurs airport or target images obtained through visible light photoelectricity sensors, and hazy images reduce the efficiency of target recognition. With the deployment of panoramic systems and takeoff and landing monitoring systems in the test field, the research on image dehazing algorithms has increasingly crucial theoretical significance and practical application value. In this paper, we propose an image dehazing method based on the Double Discriminator Generative Adversarial Network (DDGAN-DF), which generates multi-layer semantic awareness and produces highquality, reliable haze-free images.

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Publication Details

Published
2024-12-30
DOI
https://doi.org/10.1117/12.3052259
Primary Topic
Image Enhancement Techniques
Type
article
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article

Image dehazing algorithm based on airport image quality evaluation

Yueping Zhang, Siyuan Lei
Image Enhancement Techniques
article

Image dehazing algorithm based on airport image quality evaluation

Yueping Zhang, Siyuan Lei
article en

Abstract

Heavy hazy weather blurs airport or target images obtained through visible light photoelectricity sensors, and hazy images reduce the efficiency of target recognition. With the deployment of panoramic systems and takeoff and landing monitoring systems in the test field, the research on image dehazing algorithms has increasingly crucial theoretical significance and practical application value. In this paper, we propose an image dehazing method based on the Double Discriminator Generative Adversarial Network (DDGAN-DF), which generates multi-layer semantic awareness and produces highquality, reliable haze-free images.

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Image Enhancement Techniques
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Image dehazing algorithm based on airport image quality evaluation — Yueping Zhang, Siyuan Lei · (2024) | TGRS Research Map | TGRS