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Inverse Problems· 2017Q1

Solving ill-posed inverse problems using iterative deep neural networks

Jonas Adler, Ozan Öktem

Short summary

A novel iterative deep learning method improves tomographic inversion by 5.4 dB PSNR over TV reconstruction, processing 512x512 volumes in ~0.4s on a single GPU.

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Field: Mathematical Physics

Mathematical PhysicsMathematics