# A High-Efficiency Fully Convolutional Networks for Pixel-Wise Surface Defect Detection

> Research article (IEEE Access, 2019) · cited 96× · AI/ML

**Wikidata**: [openalex:W2912729634](https://www.wikidata.org/wiki/openalex:W2912729634)  
**Source**: https://4ort.xyz/entity/a-high-efficiency-fully-convolutional-networks-for-pixel-wise-surface-defect-detection