23 citations · 33 across the 3 of their papers we have counts for
3 papers
stat.ME2019★ 4 cited
Principal nested shape space analysis of molecular dynamics data
Ian L. Dryden, Kwang-Rae Kim, Charles A. Laughton +1
Molecular dynamics simulations produce huge datasets of temporal sequences of molecules. It is of interest to summarize the shape evolution of the molecules in a succinct, low-dime…
cs.CV2015★ 23 cited
Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories
Zhengwu Zhang, Jingyong Su, Eric Klassen +2
Statistical classification of actions in videos is mostly performed by extracting relevant features, particularly covariance features, from image frames and studying time series as…
math.PR2011★ 6 cited
Limit theorems for empirical Fréchet means of independent and non-identically distributed manifold-valued random variables
Wilfrid S. Kendall, Huiling Le
We prove weak laws of large numbers and central limit theorems of Lindeberg type for empirical centres of mass (empirical Fréchet means) of independent non-identically distributed…