Holger Nies

COMPLEX-VALUED VS. REAL-VALUED CONVOLUTIONAL NEURAL NETWORK FOR POLSAR DATA CLASSIFICATION

2022 · Zenodo (CERN European Organization for Nuclear Research)

Despite the state-of-the-art performance of the deep learning methods for Synthetic Aperture Radar (SAR) data classification, the Real-Valued (RV) networks neglect the phase component of the Complex-Valued (CV) SAR data and lose a lot of …