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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xiaojing Zhong

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Open access Aug 2026

RFM-UNet: Hybrid Frequency–Mamba UNet for Remote-Sensing Road Extraction

This study proposes RFM-UNet, a hybrid frequency and state–space network designed for road-network segmentation that consistently outperforms current state-of-the-art methods.

Pu Song, Peng Yu, Xiao-Jing Zhong et al. · 0 citations
Open access 2026

CoastMamba: A Boundary-Enhanced Mamba Framework for Sea–Land Segmentation in Optical Remote Sensing Imagery

To mitigate background interference and structural ambiguity, a grouped coordinate Mamba block is designed to generate adaptive gating masks for effective feature recalibration and selective boundary emphasis, and a Frequency-Domain Boundary-Enhanced Module is introduced to jointly leverage spatial and frequency repres...

Peng Yu, Pu Song, Xiaojing Zhong et al. · 0 citations

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