Vadim Holodovsky

2 accepted papers

2021

3DeepCT: Learning Volumetric Scattering Tomography of Clouds

Yael Sde-Chen, Yoav Y. Schechner, Vadim Holodovsky, Eshkol Eytan

ICCV 2021poster

We present 3DeepCT, a deep neural network for computed tomography, which performs 3D reconstruction of scattering volumes from multi-view images. The architecture is dictated by the stationary nature of atmospheric cloud fields. The task of volumetric scattering tomography aims at recovering a volum…

Cited by 15 PDF ↗Scholar ↗

2020

Monotonicity Prior for Cloud Tomography

Tamar Loeub, Aviad Levis, Vadim Holodovsky, Yoav Y. Schechner

ECCV 2020poster

We introduce a differentiable monotonicity prior, useful to express signals of monotonic tendency. An important natural signal of this tendency is the optical extinction coefficient, as a function of altitude in a cloud. Cloud droplets become larger as vapor condenses on them in an updraft. Reconstr…

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