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MFA-Deeplabv3+: an improved lightweight semantic segmentation algorithm based on Deeplabv3+

Abstract The widely used DeepLabv3 + network for semantic segmentation suffers from issues such as excessive parameters, imprecise segmentation of edge targets, and difficulty in deployment on mobile devices. This paper proposes an improved lightweight semantic segmentation algorithm, MFA-DeepLabv3+...

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Principais autores: Hao Liu, Yajun Chen, Ruipeng Wang, Mingrui Li, Zhiqi Li
Formato: Artigo
Idioma:Inglês
Publicado: Springer 2025-08-01
Series:Complex & Intelligent Systems
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Acceso en liña:https://doi.org/10.1007/s40747-025-02028-y
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