David Fleet

Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem

Scientific imaging techniques such as optical and electron microscopy and computed tomography (CT) scanning are used to study the 3D structure of an object through 2D observations. These observations are related to the original 3D object through orthogonal integral projections. For common 3D recons…