2 papers
eess.IV2020
Learning the geometry of wave-based imaging
Konik Kothari, Maarten de Hoop, Ivan Dokmanić
We propose a general physics-based deep learning architecture for wave-based imaging problems. A key difficulty in imaging problems with a varying background wave speed is that the…
cs.CV2018
Random mesh projectors for inverse problems
Sidharth Gupta, Konik Kothari, Maarten V. de Hoop +1
We propose a new learning-based approach to solve ill-posed inverse problems in imaging. We address the case where ground truth training samples are rare and the problem is severel…