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Jia-Rui Zhu

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Open access Sep 2026

Spot-Weld Defect Detection with YOLOv8n Integrating Multi-Receptive-Field Attention and Structural Re-Parameterization

The reliable detection of spot-weld defects in automotive structural components is challenged by large variations in defect scale, severe background interference and limited detection accuracy. Here, we propose YOLOv8-RFA-iEMA-RH, an improved YOLOv8n-based detector for spot-weld defects. A receptive field attention con...

Yuxuan Zhou, Shu-Dong Zhuang, Ao Sheng et al. · 0 citations
Aug 2026

Self-supervised reconstruction framework via motion- and physics-informed learning for four-dimensional magnetic resonance fingerprinting

SS-4DMRF is proposed, the first self-supervised reconstruction framework for 4DMRF, to reconstruct motion-resolved tissue maps without using supervised image labels and advances the precision of liver cancer radiotherapy and establishes a clinically feasible platform for abdominal quantitative MRI in oncology.

Chen-Yang Liu, Lu Wang, Xiang Wang et al. · 0 citations

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