Kyla A. McMullen

Prediction of Object Geometry from Acoustic Scattering Using Convolutional Neural Networks

Acoustic scattering is strongly influenced by boundary geometry of objects over which sound scatters. The present work proposes a method to infer object geometry from scattering features by training convolutional neural networks. The training data is generated from a fast numerical solver developed…