Imme Ebert-Uphoff

Apr 10, 2024 | journals.ametsoc.org | Charles White |Imme Ebert-Uphoff |John Haynes |Yoo-Jeong Noh

Keywords: Remote sensing; Satellite observations; Artificial intelligence; Deep learning; Neural networks1. IntroductionSuperresolution (SR) is the general task of artificially increasing the spatial resolution of an image. While there have been many proposed techniques for superresolving images (Farsiu et al. 2004; Freeman et al. 2002; Glasner et al. 2009), an increasingly large number of recent approaches rely specifically on convolutional neural networks (CNNs; Yang et al. 2019).