A Novel Hybrid Architecture With Fast Lightweight Encoder and Transformer Under Attention Fusion for the Enhancement of Sand Dust and Haze Image Restoration

A Novel Hybrid Architecture With Fast Lightweight Encoder and Transformer Under Attention Fusion for the Enhancement of Sand Dust and Haze Image Restoration

Outdoor weather conditions such as haze, fog, sand dust, and low light significantly degrade image quality, causing color distortions, low contrast, and poor visibility. In spite of the significant importance of restoring such degraded images, challenges still exist in haze removal and sand dust ima...

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Bibliographic Details
Main Authors: Muhammad Khawaja Kashif Masood, Enrique Nava Baro, Pablo Otero
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Sand dust and haze degraded images
color distortion
low contrast
color cast
vision transformer
encoder
Online Access:https://ieeexplore.ieee.org/document/11006059/
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https://ieeexplore.ieee.org/document/11006059/

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