# A three-stage pavement image crack detection framework with positive sample augmentation

> Research article (Engineering Applications of Artificial Intelligence, 2023) · cited 20× · AI/ML

**Wikidata**: [openalex:W4389289197](https://www.wikidata.org/wiki/openalex:W4389289197)  
**Source**: https://4ort.xyz/entity/a-three-stage-pavement-image-crack-detection-framework-with-positive-sample-augmentation