Kaspar Podgorski

FourierNets enable the design of highly non-local optical encoders for computational imaging

Differentiable simulations of optical systems can be combined with deep learning-based reconstruction networks to enable high performance computational imaging via end-to-end (E2E) optimization of both the optical encoder and the deep decoder. This has enabled imaging applications such as 3D localiz…