Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves
Alexander C. Ogren, Berthy T. Feng, Jihoon Ahn, Katherine L. Bouman, Chiara Daraio
Abstract
Wave propagation on the surface of a material contains information about physical properties beneath its surface. We propose a method for inferring the thickness and stiffness of a structure from just a video of waves on its surface. Our method works by extracting a dispersion relation from the video and then solving a physics-based optimization problem to find the best-fitting thickness and stiffness parameters. We validate our method on both simulated and real data, in both cases showing strong agreement with ground-truth measurements. Our technique provides a proof-of-concept for at-home health monitoring of medically-informative tissue properties, and it is further applicable to fields such as human-computer interaction.
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- Sound Localization from Motion: Jointly Learning Sound Direction and Camera RotationZiyang Chen, Shengyi Qian, Andrew OwensICCV 2023 · 21 citations
- Visual Vibration Tomography: Estimating Interior Material Properties from Monocular VideoBerthy T. Feng, Alexander C. Ogren, Chiara Daraio, Katherine L. BoumanCVPR 2022 · 12 citations
- Self-Supervised Video Forensics by Audio-Visual Anomaly DetectionChao Feng, Ziyang Chen, Andrew OwensCVPR 2023
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