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Open access Aug 2026

HGRHDNet: Hierarchical Gated Residual Fusion and High-Frequency Guided Deformable Upsampler Network for Boundary-Enhanced Binary Urban Green Space Extraction

High-resolution remote sensing imagery provides valuable data support for accurate binary urban green space extraction. However, due to complex urban backgrounds, existing methods still face challenges in accurately delineating green space boundaries and preserving fine-scale spatial details. To address these issues, t...

W. Man, Baoye Lin, Xiao-Feng Du et al. · 0 citations
Open access Jul 2026

Motion-Decoupled Dual-Stream Representation Learning for AIS-Based Vessel Trajectory Prediction

The proposed MD-EDTCNFormer framework is a motion-decoupled dual-stream framework for vessel trajectory prediction that dynamically balance global navigation dependencies and local maneuver-aware dynamics under different navigation states, and shows improvements in prediction accuracy and trajectory stability compared...

Chi-Ming Wang, Dongke Zheng, Yiying Zhou et al. · 1 citation

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