Search Results for author: Peter Nicholl

Found 2 papers, 1 papers with code

Revisiting the Encoding of Satellite Image Time Series

1 code implementation3 May 2023 Xin Cai, Yaxin Bi, Peter Nicholl, Roy Sterritt

Satellite Image Time Series (SITS) representation learning is complex due to high spatiotemporal resolutions, irregular acquisition times, and intricate spatiotemporal interactions.

Image Segmentation object-detection +5

Tampered VAE for Improved Satellite Image Time Series Classification

no code implementations30 Mar 2022 Xin Cai, Yaxin Bi, Peter Nicholl

We hope the proposed framework can serve as a baseline for crop classification with SITS for its modularity and simplicity.

Classification Crop Classification +4

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