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Hu Sun

2 accepted papers

2024

A Nonlinear Filter for Pose Estimation Based on Fast Unscented Transform on Lie Groups

RA-L 2024

This article presents a nonlinear estimator on matrix Lie group that performs a fast unscented transformation with natural evolution of sigma points from a geometric perspective. Different from the existing methods, the proposed method preserves the original dynamic equations on the manifold, which

Cited by 6SourceScholar
2023

Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis

ICML 2023poster

Multi-channel imaging data is a prevalent data format in scientific fields such as astronomy and biology. The structured information and the high dimensionality of these 3-D tensor data makes the analysis an intriguing but challenging topic for statisticians and practitioners. The low-rank scalar-on…