Remote Sensing Big Data Classification with High Performance Distributed Deep Learning

• Published in: Remote sensing (Basel, Switzerland) Vol. 11; no. 24; p. 3056
• Main Authors: Sedona, Rocco, Cavallaro, Gabriele, Jitsev, Jenia, Strube, Alexandre, Riedel, Morris, Benediktsson, Jón
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 17.12.2019
• Subjects: Accuracy; Algorithms; Annotations; Artificial neural networks; Big Data; Classification; Datasets; Deep learning; Graphics processing units; Machine learning; Neural networks; R&D; Remote sensing; Research & development; Satellites; Training

High-Performance Computing (HPC) has recently been attracting more attention in remote sensing applications due to the challenges posed by the increased amount of open data that are produced daily by Earth Observation (EO) programs. The unique parallel computing environments and programming techniqu...