# Rail Surface Defect Detection Based on Image Enhancement and Improved YOLOX

> Research article (Electronics, 2023) · cited 37× · AI/ML

**Wikidata**: [openalex:W4380995530](https://www.wikidata.org/wiki/openalex:W4380995530)  
**Source**: https://4ort.xyz/entity/rail-surface-defect-detection-based-on-image-enhancement-and-improved-yolox