Multiattribute multitask transformer framework for vision-based structural health monitoring

• Main Authors: Gao, Yuqing, Yang, Jianfei, Qian, Hanjie, Mosalam, Khalid M.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Transfer learning; Vision based
• Online Access: https://hdl.handle.net/10356/174338
• Institution: Nanyang Technological University

Using deep learning (DL) to recognize building and infrastructure damage via images is becoming popular in vision-based structural health monitoring (SHM). However, many previous studies solely work on the existence of damage in the images and directly treat the problem as a single-attribute classif...