Dataset for the publication: Transformer-Based Video Motion Magnification for Vision-Driven Structural Health Monitoring: Experimental Validation on Lab and Full-Scale Structures
Abstract
This repository contains the dataset, trained models, and source code used in the development and evaluation of the STB-VMM method for Structural Health Monitoring This repository provides pretrained model checkpoints and implementation scripts to ensure full reproducibility of the results presented in the associated scientific publication. The materials provided support researchers in replicating the experiments, benchmarking alternative approaches, and extending the proposed methodology to related structural health monitoring applications.
Fields of Study & Subjects
Structural Health Monitoring Techniques
Infrastructure Maintenance and Monitoring
Model Reduction and Neural Networks
Publication details
- Journal / source
- Mendeley Data
- Publication date
- 9 February 2026
- Document type
- Dataset