Deep Convolutional Neural Network and Sparse Least Squares Migration

Zhaolun Liu, Yuqing Chen, Gerard Schuster

We recast the forward pass of a multilayered convolutional neural network (CNN) as the solution to the problem of sparse least squares migration (LSM). The CNN filters and feature…