# Automatic pixel-level detection method for concrete crack with channel-spatial attention convolution neural network

> Research article (Structural Health Monitoring, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4283826281](https://www.wikidata.org/wiki/openalex:W4283826281)  
**Source**: https://4ort.xyz/entity/automatic-pixel-level-detection-method-for-concrete-crack-with-channel-spatial-attention-convolution-neural-network