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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Bibliographic Details
Published in:Complex & Intelligent Systems
Main Authors: Hao Liu, Yajun Chen, Ruipeng Wang, Mingrui Li, Zhiqi Li
Format: Article
Language:English
Published: Springer 2025-08-01
Subjects:
Semantic segmentation
Lightweighting
Deeplabv3+
Online Access:https://doi.org/10.1007/s40747-025-02028-y

Internet

https://doi.org/10.1007/s40747-025-02028-y

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