GTMNet: a vision transformer with guided transmission map for single remote sensing image dehazing

Abstract Existing dehazing algorithms are not effective for remote sensing images (RSIs) with dense haze, and dehazed results are prone to over-enhancement, color distortion, and artifacts. To tackle these problems, we propose a model GTMNet based on convolutional neural networks (CNNs) and vision t...

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Bibliographic Details
Main Authors: Haiqin Li, Yaping Zhang, Jiatao Liu, Yuanjie Ma
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-36149-6