DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation

no code implementations • CVPR 2022 • Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero, Jingliang Hu, Ariadna Pregel Hoderlein, Çağlar Şenaras, Timothy Davis, Daniel Cremers, Giovanni Marchisio, Xiao Xiang Zhu, Laura Leal-Taixé

These observations are paired with pixel-wise monthly semantic segmentation labels of 7 land use and land cover (LULC) classes.

Earth Observation Semantic Segmentation +2

RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning

no code implementations • 5 Oct 2021 • Giovanni Marchisio, Patrick Helber, Benjamin Bischke, Timothy Davis, Caglar Senaras, Daniele Zanaga, Ruben Van De Kerchove, Annett Wania

Under the sponsorship of the European Union Horizon 2020 program, RapidAI4EO will establish the foundations for the next generation of Copernicus Land Monitoring Service (CLMS) products.

Time Series Time Series Analysis

Mathematics of Digital Hyperspace

no code implementations • 28 Mar 2021 • Jeremy Kepner, Timothy Davis, Vijay Gadepally, Hayden Jananthan, Lauren Milechin

The GraphBLAS standard currently supports hypergraphs, hypersparse matrices, the mathematics required for semilinks, and seamlessly performs graph, network, and matrix operations.

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