# Hybrid semantic segmentation for tunnel lining cracks based on Swin Transformer and convolutional neural network

> Research article (Computer-Aided Civil and Infrastructure Engineering, 2023) · cited 160× · AI/ML

**Wikidata**: [openalex:W4362551393](https://www.wikidata.org/wiki/openalex:W4362551393)  
**Source**: https://4ort.xyz/entity/hybrid-semantic-segmentation-for-tunnel-lining-cracks-based-on-swin-transformer-and-convolutional-neural-network