MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN

MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN

<p dir="ltr">Various vision-based tasks suffer from inaccurate navigation and poor performance due to inevitable problems, such as adverse weather conditions like haze, fog, rain, snow, and clouds affecting ground and aerial navigation, as well as underwater images being degraded wit...

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Bibliographic Details
Main Author: Maria Siddiqua (17949149) (author)
Other Authors: Samir Brahim Belhaouari (16855434) (author), Naeem Akhter (17949152) (author), Aneela Zameer (17095214) (author), Javaid Khurshid (17949155) (author)
Published: 2023
Subjects:
Engineering
Electrical engineering
Electronics, sensors and digital hardware
Materials engineering
Snow
Feature extraction
Rain
Image restoration
Image color analysis
Degradation
Clouds
Weather forecasting
Generative adversarial networks
Restoration
multidomain
adverse weather
navigation
aerial
marine
attention mechanism
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