DehazeMamba: large multi-modal model guided single image dehazing via mamba

Abstract Deep neural networks have achieved significant success in image dehazing. However, existing backbones face an irreconcilable trade-off between the global receptive field and computational efficiency, hindering further applications. State space models, such as Mamba, offer a potential soluti...

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Bibliographic Details
Main Authors: Ruikun Zhang, Zhiyuan Yang, Liyuan Pan
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Visual Intelligence
Subjects:
Online Access:https://doi.org/10.1007/s44267-025-00083-0
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