Author

Tian-Xu Wang

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Open access Sep 2026

PG-YOLO: a YOLOv12-based detector for multi-class anomaly detection in power grid maintenance

Power grid maintenance involves diverse abnormal targets, such as unsafe worker behavior, abnormal meter readings, cabinet-door faults, foreign objects, oil leakage, and equipment damage. These targets often appear with scale variation, occlusion, and complex backgrounds, which challenges real-time inspection systems....

Fu-Yu Zhang, Tian-Xu Wang, Wen-Bo Wang et al. · Engineering Research Express · 0 citations

Open access Aug 2026

DAUNet: direction-aware U-Net enhanced for FPC surface defect segmentation

To support pixel-level surface defect segmentation for flexible printed circuits, this paper releases a synthetic segmentation dataset with fine-grained annotations for three typical defect categories, namely crush, stain, and scratch, to facilitate model training and evaluation. To address the challenges posed by larg...

Ming-Qing Feng, Tian-Xu Wang, Li-Zhi Feng et al. · Engineering Research Express · 0 citations