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Author

Zhi-Hao Ning

2 papers indexed here

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Open access Oct 2026

Rolling bearing fault diagnosis under variable speed and noisy conditions using multidomain ConvNeXt features and random forest decisions

A staged TL-ConvNeXt-RF framework in which 1024-point vibration windows are represented by spatially aligned time-domain, fast Fourier transform amplitude, and Hilbert–Huang marginal-spectrum channels supports RF ensemble decisions as a useful noise-stability mechanism for multidomain ConvNeXt features under the evalua...

Zhao Zhang, Zhi-Hao Ning, Jia-Heng Yu · 0 citations
Open access Sep 2026

WS-RTDETR: a wavelet-guided RT-DETR for small object detection in foggy UAV imagery

WS-RTDETR, a robust and efficient detector with a wavelet-guided stage-specific design, is proposed, which demonstrates the effectiveness of WS-RTDETR on an independent hazy UAV benchmark under the same retraining and evaluation protocol.

Tao-Tao Jin, Jia-Qiang Xu, Zhi-Hao Ning et al. · 0 citations

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