English

Non-Invasive Qualitative Vibration Analysis using Event Camera

Neural and Evolutionary Computing 2024-10-21 v1 Image and Video Processing

Abstract

This technical report investigates the application of event-based vision sensors in non-invasive qualitative vibration analysis, with a particular focus on frequency measurement and motion magnification. Event cameras, with their high temporal resolution and dynamic range, offer promising capabilities for real-time structural assessment and subtle motion analysis. Our study employs cutting-edge event-based vision techniques to explore real-world scenarios in frequency measurement in vibrational analysis and intensity reconstruction for motion magnification. In the former, event-based sensors demonstrated significant potential for real-time structural assessment. However, our work in motion magnification revealed considerable challenges, particularly in scenarios involving stationary cameras and isolated motion.

Keywords

Cite

@article{arxiv.2410.14364,
  title  = {Non-Invasive Qualitative Vibration Analysis using Event Camera},
  author = {Dwijay Bane and Anurag Gupta and Manan Suri},
  journal= {arXiv preprint arXiv:2410.14364},
  year   = {2024}
}

Comments

13 pages, 11 figures, 2 table

R2 v1 2026-06-28T19:27:09.533Z