Search Results for author: Yaxin Bi

Found 3 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

Incremental Transductive Learning Approaches to Schistosomiasis Vector Classification

no code implementations6 Apr 2017 Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne

The key issues pertaining to collection of epidemic disease data for our analysis purposes are that it is a labour intensive, time consuming and expensive process resulting in availability of sparse sample data which we use to develop prediction models.

Classification General Classification +1

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

Cannot find the paper you are looking for? You can Submit a new open access paper.