Image dehazing algorithm based on light-value weighted allocation and multi-layer restricted perception

Abstract In image dehazing, the dehazing performance in bright regions and the model’s robustness to noise are critical evaluation criteria. However, existing dehazing models often suffer from distortions in the bright areas and exhibit weak noise resistance. We propose an image dehazing algorithm b...

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Bibliographic Details
Main Authors: Dongyang Shi, Sheng Huang, Wei Zhao
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-97567-2
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