Siamese CNN-BiMGRU integrating multihead attention mechanism and its application to multipart covers fault detection under small-scale samples condition
Structural Health Monitoring: An International Journal
Published online on September 09, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
The detection of multipart covers (MPCs) is critical for the reliability of urban roads. In real-world scenarios, labeled data for MPCs are scarce, which presents a significant obstacle for employing deep learning techniques in MPCs fault detection. To ...
The detection of multipart covers (MPCs) is critical for the reliability of urban roads. In real-world scenarios, labeled data for MPCs are scarce, which presents a significant obstacle for employing deep learning techniques in MPCs fault detection. To ...