Frontiers

Deep Domain Adaptation Applied to Remote Sensing Data Analysis

Deep learning has transformed remote sensing, driving state-of-the-art results in land use and land cover classification, ...

New framework renders AI more trustworthy for cancer subtyping

Medical artificial intelligence (AI) faces a fundamental challenge: uncertainty quantification. Artificial neural networks ...
IEEE

Advancing Coral Reef Bathymetry: A GAN-Augmented and Stratified CNN Analysis of Fused ICESat-2 and Sentinel-2 Dataset

Abstract: High-resolution bathymetry mapping of coral reefs is essential to morphodynamic study of reef habitats, assisting reef monitoring and conservation under global climate change. However, the ...
IEEE

A Hybrid Network Based On CNN-Transformer and SSM Models For Global Significant Wave Height Estimation Using Tianmu-1 Multi-Constellation GNSS-R Data

Abstract: Significant wave height (SWH) is one of the most important indicators used in oceanography to describe wave conditions. At present, some deep learning methods have been applied to invert SWH ...