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Zi-Heng Wang

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Open access Oct 2026

BTSR-Net: Boundary–topology guided structural refinement for high-resolution remote sensing image segmentation

Semantic segmentation of high-resolution remote sensing imagery in complex urban scenes often suffers from insufficient modeling of boundary neighborhoods, causing ambiguity near class interfaces and weakening the continuity of elongated structures. To address this issue, we propose a Boundary-Topology-Guided Structura...

Zi-Heng Wang, Wu Wang, Zhe-Yi Hu et al. · 0 citations
Open access Aug 2026

Robust Maritime Object Detection via a Hybrid DINOv2 and YOLOv8n Architecture

Results indicate that combining foundation-model semantic priors with a lightweight detector can improve the reliability of maritime object detection under complex sea-surface conditions.

Zijia Huang, Erkang Zhu, Guo Ye et al. · 0 citations

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