Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video
Berthy T. Feng, Alexander C. Ogren, Chiara Daraio, Katherine L. Bouman
摘要
An object's interior material properties, while invisible to the human eye, determine motion observed on its surface. We propose an approach that estimates heterogeneous material properties of an object from a monocular video of its surface vibrations. Specifically, we show how to estimate Young's modulus and density throughout a 3D object with known geometry. Knowledge of how these values change across the object is useful for simulating its motion and characterizing any defects. Traditional nondestructive testing approaches, which often require expensive instruments, generally estimate only homogenized material properties or simply identify the presence of defects. In contrast, our approach leverages monocular video to (1) identify image-space modes from an object's sub-pixel motion, and (2) directly infer spatially-varying Young's modulus and density values from the observed modes. We demonstrate our approach on both simulated and real videos.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper7
- Dual-Shutter Optical Vibration SensingMark Sheinin, Dorian Chan, Matthew O'Toole, Srinivasa G. NarasimhanCVPR 2022 · 被引用 21 次
- ForceSight: Non-Contact Force Sensing with Laser Speckle ImagingSiyou Pei, Pradyumna Chari, Xue Wang, Xiaoying Yang 等UIST 2022 · 被引用 12 次
- MaNGO - Adaptable Graph Network Simulators via Meta-LearningPhilipp Dahlinger, Tai Hoang, Denis Blessing, Niklas Freymuth 等NeurIPS 2025 · 被引用 4 次
- Event-Based Visual VibrometryXinyu Zhou, Peiqi Duan, Yeliduosi Xiaokaiti, Chao Xu 等ICCV 2025 · 被引用 4 次
- Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface WavesAlexander C. Ogren, Berthy T. Feng, Jihoon Ahn, Katherine L. Bouman 等ICCV 2025 · 被引用 1 次
相关 Paper
- SAFT: Shape and Appearance of Fabrics from Template via Differentiable Physical Simulations from Monocular VideoDavid Stotko, Reinhard KleinICCV 2025 · 被引用 1 次
- Analyzing Physical Impacts Using Transient Surface Wave ImagingTianyuan Zhang, Mark Sheinin, Dorian Chan, Mark Rau 等CVPR 2023
- VoMP: Predicting Volumetric Mechanical Property FieldsRishit Dagli, Donglai Xiang, Vismay Modi, Charles Loop 等ICLR 2026 · 被引用 13 次
- gradSim: Differentiable simulation for system identification and visuomotor controlJ. Krishna Murthy, Miles Macklin, Florian Golemo, Vikram Voleti 等ICLR 2021 · 被引用 130 次
- HiMoR: Monocular Deformable Gaussian Reconstruction with Hierarchical Motion RepresentationYiming Liang, Tianhan Xu, Yuta KikuchiCVPR 2025
