Author

Fu-Min Wang

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Sep 2026

Machine vision-based surface defect testing of industrial materials using a lightweight multiscale attention fusion network

A method named global attention mechanism for deeply separable YOLO (simply denoted as GMD-YOLO) network that integrates global context and local information in a multi-scale attention fusion module to improve the recognition of small defects, and an enhanced depth separable convolution to reduce computational cost.

Fu-Min Wang, Jia-Hao Jiang, Kuan Zhang et al. · Materials Testing · 0 citations

Preprint Aug 2026

M-Net: Integrating Spectral Features and Physical Field Operators into Deep Learning for Medical Image Segmentation

M-Net establishes that mathematical inductive biases provide effective complementary information for medical image segmentation, and opens avenues for integrating linear algebra and vector calculus into deep architectures for medical imaging.

Jingan Zhu, Yedong Wang, Fumin Wang · 0 citations