Author

Zhou-Feng Liu

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Conference Aug 2026

Real-time cable defect detection algorithm based on MCN-YOLO

To address the challenges posed by the high variety of cable defects, significant scale variations, and large aspect ratios, which make detection difficult, we propose MCN-YOLO, an improved model based on YOLO. First, an improved feature pyramid network, Multi-Scale Feature Fusion SPPF (MSF-SPPF), is introduced. By inc...

Zhou-Feng Liu, Yi-Kang Zhou, Shu-Min Ding et al. · International Conference on... · 0 citations

Open access Sep 2026

CMNet: Hybrid CNN–Mamba Network for Fabric Defect Detection

CMNet, a novel hybrid CNN–Mamba detection network with a dual-branch, heterogeneous feature-extraction architecture, is proposed, which significantly outperforms state-of-the-art methods on fabric defect detection datasets.

Yang Chen, Zhou-Feng Liu, Kai-Hua Wang et al. · Electronics · 0 citations