Mihai Datcu

Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward

2023 · arXiv (Cornell University)

Earth observation (EO) is a prime instrument for monitoring land and ocean processes, studying the dynamics at work, and taking the pulse of our planet. This article gives a bird's eye view of the essential …

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 …