Solving Inverse Computational Imaging Problems using Deep Pixel-level Prior

1 code implementation • 27 Feb 2018 • Akshat Dave, Anil Kumar Vadathya, Ramana Subramanyam, Rahul Baburajan, Kaushik Mitra

On the other hand, a more flexible approach would be to learn a deep generative model once and then use it as a signal prior for solving various inverse problems.

Phase retrieval for Fourier Ptychography under varying amount of measurements

no code implementations • 9 May 2018 • Lokesh Boominathan, Mayug Maniparambil, Honey Gupta, Rahul Baburajan, Kaushik Mitra

For the low overlap case we show that a supervised deep learning technique using an autoencoder generator is a good choice for solving the Fourier ptychography problem.

Retrieval