Learning to See Inside Opaque Liquid Containers using
Speckle Vibrometry
ICCV 2025
We present a novel speckle-based vibrometry system that
captures surface vibrations of opaque liquid containers
remotely, enabling first-of-its-kind inference of hidden
liquid levels without physical handling or weighing.