# Hybrid pixel-level concrete crack segmentation and quantification across complex backgrounds using deep learning

> Research article (Automation in Construction, 2020) · cited 389× · AI/ML

**Wikidata**: [openalex:W3033645921](https://www.wikidata.org/wiki/openalex:W3033645921)  
**Source**: https://4ort.xyz/entity/hybrid-pixel-level-concrete-crack-segmentation-and-quantification-across-complex-backgrounds-using-deep-learning