infoLeNS Seminar: “Emerging computational imaging inverse problems: from theory to algorithms”
Room 452 C, 3401 Walnut 3401 Walnut Street, Philadelphia, PA, United StatesIn this talk, I will focus on two challenging imaging systems: snapshot compressive imaging and coherent imaging under speckle noise interference. I will begin by reviewing the core mathematical modeling of the inverse problem corresponding to each system. I will develop a maximum likelihood estimator (MLE)-based optimization for each, employing untrained neural networks (NNs) to […]