A novel domain adaptation method for drive-by railway track monitoring using progressive distribution alignment based on label correction
Structural Health Monitoring: An International Journal
Published online on August 25, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
This paper proposes a data-centric method for identifying geometric defects in railway tracks using acceleration data collected from high-speed trains. Unlike many existing drive-by monitoring approaches that rely on classical supervised learning models ...
This paper proposes a data-centric method for identifying geometric defects in railway tracks using acceleration data collected from high-speed trains. Unlike many existing drive-by monitoring approaches that rely on classical supervised learning models ...