Margaret Cheney

Unrolled Generative Compound Gaussian Network for Computer Tomography

As many inverse problems arising in synthetic apertures and computer tomography are ill-posed, prior information about the solution space is incorporated to establish regularity on the solutions of inverse problems. Often, this prior information is a practitioner chosen statistical distribution or s…