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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Yun-Hui Ren

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Open access Sep 2026

HPSNet: A Three-Stage Enhanced YOLOv11 Detector for Person-Overboard Detection in Maritime UAV Imagery

Person-overboard detection from maritime unmanned aerial vehicle (UAV) imagery is challenging because the targets occupy very few pixels, sea-surface clutter is severe, human appearance varies substantially, and real-time processing is required. Existing detectors therefore struggle to meet the demands of practical mar...

Yun-Hui Ren, Guo-Hao Wen, Li-Li Zhou et al. · 0 citations
Open access Aug 2026

MCSwin-YOLOv8: Multi-Scale Feature Learning for Maritime Ship Detection

Maritime ship detection remains challenging because of large scale variations, high inter-class visual similarity, weak target boundaries, and complex maritime backgrounds. This study proposes MCSwin-YOLOv8, an enhanced YOLOv8-based detector that combines three complementary architectural designs. First, a re-parameter...

Yun-Hui Ren, Guo-Hao Wen, Ying-Bang Huang · 0 citations

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