An improved DeepLabv3+ lightweight network for remote-sensing image semantic segmentation

Abstract To improve the accuracy of remote-sensing image semantic segmentation in complex scenario, an improved DeepLabv3+ lightweight neural network is proposed. Specifically, the lightweight network MobileNetv2 is used as the backbone network. In atrous spatial pyramid pooling (ASPP), to alleviate...

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Bibliographic Details
Main Authors: Hui Chen, Yuanshou Qin, Xinyuan Liu, Haitao Wang, Jinling Zhao
Format: Article
Language:English
Published: Springer 2023-12-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01304-z