VMMT-Net: A Dual-Branch Parallel Network Combining Visual State Space Model and Mix Transformer for Land–Sea Segmentation of Remote Sensing Images

Land–sea segmentation is a fundamental task in remote sensing image analysis, and plays a vital role in dynamic coastline monitoring. The complex morphology and blurred boundaries of coastlines in remote sensing imagery make fast and accurate segmentation challenging. Recent deep learning approaches...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Jiawei Wu, Zijian Liu, Zhipeng Zhu, Chunhui Song, Xinghui Wu, Haihua Xing
Format:	Article
Language:	English
Published:	MDPI AG 2025-07-01
Subjects:	Vision Mamba Transformer dual-branch network remote sensing land–sea segmentation
Online Access:	https://www.mdpi.com/2072-4292/17/14/2473