Saleh Goharinezhad, Alireza Hadi, Sayeh Mirzaei. "Automated defect classification and localization in sewer pipelines using hybrid ResNet50–Swin transformer and modified YOLOv8 on CCTV inspection images." Scientific Reports (2025). https://doi.org/10.1038/s41598-025-27765-5