# Spatial attention-based dual stream transformer for concrete defect identification

> Research article (Measurement, 2023) · cited 32× · AI/ML

**Wikidata**: [openalex:W4379740536](https://www.wikidata.org/wiki/openalex:W4379740536)  
**Source**: https://4ort.xyz/entity/spatial-attention-based-dual-stream-transformer-for-concrete-defect-identification