Special Session 80: Inverse Problems and Imaging

Method-of-moments, machine learning, and cryo-electron microscopy

Yuehaw Khoo
The University of Chicago
USA
Co-Author(s):    Yuehaw Khoo, Sounak Paul, Nir Sharon
Abstract:
We present a novel framework for the molecular structuring problem in cryo-electron microscopy via a method-of-moments, which can significantly reduce the per-iteration cost in solving the inverse problem. In this talk, we address the ill-conditioning of the moment-equations via a machine learning prior.