Author

Qing-Hua Xu

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Open access Sep 2026

A Dual-Stream Deep Learning Framework Fusing Fractional-Order and Multifractal Features for Bridge Damage Detection

Deep learning has shown promise for vibration-based damage detection, yet its practical deployment is hindered by data scarcity, environmental sensitivity, and limited interpretability. To address these issues, we propose a dual-stream framework that explicitly embeds fractional-order and multifractal physical priors....

Shuai Teng, Qing-Hua Xu, Zhi-Fang Sun et al. · Algorithms · 0 citations

Open access Jul 2026

LCA-Net: A Lightweight Network for Small Object Detection in Road Traffic Scenes

LCA-Net is presented, a computationally efficient framework for small object detection that balances accuracy with model complexity that demonstrates a favorable accuracy–efficiency trade-off for real-time traffic perception.

Shan Lin, Ben-Sheng Yun, Zhenyu Lin et al. · Information · 0 citations