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

Author

Jizheng Wan

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Open access Aug 2026

UNet-DFH: A Semantic Segmentation Network Combining Multi-Scale Edge Fusion and Attention-Deformable Modules for Sugarcane Mapping in Heterogeneous Karst Regions

A fine-scale extraction framework that integrates Sentinel-2 optical and Sentinel-1 synthetic aperture radar (SAR) imagery through image-level fusion, and introduces a UNet-DFH network with a Multi-Scale Edge Fusion (MSEF) module and an Attention-Deformable Fusion Module (ADFM) offers a promising approach for high-prec...

Yan-Ling Lu, Jinshuang Liu, Jing-Wen Li et al. · 0 citations

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