Non-Invasive Qualitative Vibration Analysis using Event Camera

October 18, 2024 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Dwijay Bane, Anurag Gupta, Manan Suri arXiv ID 2410.14364 Category cs.NE: Neural & Evolutionary Cross-listed eess.IV Citations 2 Venue arXiv.org Last Checked 4 months ago
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.
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