Lóránt Kovács

ChangeGAN: A Deep Network for Change Detection in Coarsely Registered Point Clouds

In this letter we introduce a novel change detection approach called ChangeGAN for coarsely registered point clouds in complex street-level urban environment. Our generative adversarial network-like (GAN) architecture compounds Siamese-style feature extraction, U-net-like use of multiscale features,