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Michael Broxton

2 accepted papers

2022

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

NeurIPS 2022accept

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…

2019

DeepView: View Synthesis With Learned Gradient Descent

CVPR 2019oral

We present a novel approach to view synthesis using multiplane images (MPIs). Building on recent advances in learned gradient descent, our algorithm generates an MPI from a set of sparse camera viewpoints. The resulting method incorporates occlusion reasoning, improving performance on challenging sc…

Cited by 516PDFScholar