2026
Physically Guided Visual Mass Estimation from a Single RGB Image
IJCAI 2026
Estimating object mass from visual input is challenging because mass depends jointly on geometric volume and material-dependent density, neither of which is directly observable from RGB appearance. Consequently, mass prediction from pixels is ill-posed and therefore benefits from physically meaningf