The current underwater image formation model descends from atmospheric dehazing
equations where attenuation is a weak function of wavelength. We recently showed that this …

Imaging through fog has important applications in industries such as self-driving cars,
augmented driving, airplanes, helicopters, drones and trains. Here we show that time …

We develop a theory for the representation of opaque solids as volumes. Starting from a
stochastic representation of opaque solids as random indicator functions we prove the …

Numerous techniques have been proposed for reconstructing 3D models for opaque objects
in past decades. However, none of them can be directly applied to transparent objects. This …

Abstract Measurements from the Event Horizon Telescope enabled the visualization of light
emission around a black hole for the first time. So far, these measurements have been used …

A new restoration model for underwater images is presented, based on the dark channel
reflection-illumination decomposition and local backscattering lighting estimation, to …

Light scattering by tissue severely limits how deep beneath the surface one can image, and
the spatial resolution one can obtain from these images. Diffuse optical tomography (DOT) is …

Tomography aims to recover a three-dimensional (3D) density map of a medium or an
object. In medical imaging, it is extensively used for diagnostics via X-ray computed …

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 …

To address critical gaps identified by the National Academies of Sciences, Engineering, and
Medicine in the current Earth system observation strategy, the 2017–27 Decadal Survey for …