# Multiscale welding defect detection method based on image adaptive enhancement

> Research article (Knowledge-Based Systems, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4412860606](https://www.wikidata.org/wiki/openalex:W4412860606)  
**Source**: https://4ort.xyz/entity/multiscale-welding-defect-detection-method-based-on-image-adaptive-enhancement