Theodore B. Norris

Light-Field Reconstruction and Depth Estimation from Focal Stack Images Using Convolutional Neural Networks

Light-field (LF) reconstruction from focal stack images has diverse applications including face recognition, autonomous driving, and 3D reconstruction in virtual reality. It is a large-scale ill-conditioned inverse problem and typically requires regularized iterative algorithms to solve, which can b…