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cs.CV2023
Revisiting the Encoding of Satellite Image Time Series
Xin Cai, Yaxin Bi, Peter Nicholl +1
Satellite Image Time Series (SITS) representation learning is complex due to high spatiotemporal resolutions, irregular acquisition times, and intricate spatiotemporal interactions…
cs.CV2022
Tampered VAE for Improved Satellite Image Time Series Classification
Xin Cai, Yaxin Bi, Peter Nicholl
The unprecedented availability of spatial and temporal high-resolution satellite image time series (SITS) for crop type mapping is believed to necessitate deep learning architectur…