H. Le

Most-cited papers

Shape & Shape Theory
D. Kendall, D. Barden, T. K. Carne, H. Le
1999250 citations
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The Riemannian Structure of Euclidean Shape Spaces: A Novel Environment for Statistics
H. Le, D. Kendall
1993189 citations Open access
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Locating Fréchet means with application to shape spaces
H. Le
2001Advances in Applied Probability151 citations
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Sticky central limit theorems on open books
T. Hotz, S. Huckemann, H. Le, J. Marron +6 more
2012111 citations Open access
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Shape-space smoothing splines for planar landmark data
A. Kume, I. Dryden, H. Le
200779 citations
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Central limit theorems for Fréchet means in the space of phylogenetic trees
D. Barden, H. Le, M. Owen
201373 citations Open access
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Limit theorems for empirical Fr\'echet means of independent and non-identically distributed manifold-valued random variables
W. Kendall, H. Le
201169 citations Open access
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The Fréchet mean shape and the shape of the means
H. Le, A. Kume
2000Advances in Applied Probability63 citations
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Fitting smoothing splines to time-indexed, noisy points on nonlinear manifolds
Jingyong Su, I. Dryden, E. Klassen, H. Le +1 more
2012Image and Vision Computing60 citations
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ON THE CONSISTENCY OF PROCRUSTEAN MEAN SHAPES
H. Le
199856 citations
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A multi-dimensional scaling approach to shape analysis
I. Dryden, A. Kume, H. Le, A. T. A. Wood
200849 citations
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Shape curves and geodesic modelling
Kim Kenobi, I. Dryden, H. Le
201045 citations
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Multidimensional scaling of simplex shapes
H. Le, C. Small
1999Pattern Recognition45 citations
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2D Affine and Projective Shape Analysis
Darshan W. Bryner, E. Klassen, H. Le, Anuj Srivastava
2014IEEE Transactions on Pattern Analysis and Machine Intelligence42 citations
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Limiting behaviour of Fréchet means in the space of phylogenetic trees
D. Barden, H. Le, M. Owen
201442 citations Open access
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Estimation of Riemannian Barycentres
H. Le
2004LMS J. Comput. Math.42 citations Open access
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Smoothing splines on Riemannian manifolds, with applications to 3D shape space
Kwang-Rae Kim, I. Dryden, H. Le, Katie E. Severn
2018Journal of The Royal Statistical Society Series B-statistical Methodology38 citations Open access
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Detection of shape changes in biological features *
H. Le, A. Kume
2000Journal of Microscopy35 citations
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On Geodesics in Euclidean Shape Spaces
H. Le
199135 citations
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Parallel Transport of Deformations in Shape Space of Elastic Surfaces
Q. Xie, S. Kurtek, H. Le, Anuj Srivastava
2013IEEE International Conference on Computer Vision32 citations
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On the measure of the cut locus of a Fréchet mean
H. Le, D. Barden
201430 citations Open access
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A Finite Time Horizon Optimal Stopping Problem with Regime Switching
H. Le, Chun Wang
2010SIAM Journal of Control and Optimization30 citations
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Rate-Invariant Analysis of Covariance Trajectories
Zheng-Wu Zhang, Jingyong Su, E. Klassen, H. Le +1 more
2018Journal of Mathematical Imaging and Vision29 citations Open access
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Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories
Zheng-Wu Zhang, Jingyong Su, E. Klassen, H. Le +1 more
2015arXiv.org23 citations
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Optimal Stopping for Processes with Independent Increments, and Applications
George Deligiannidis, H. Le, S. Utev
2009Journal of Applied Probability22 citations Open access
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Unrolling Shape Curves
H. Le
200320 citations
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A Martingale Approach to Optimal Portfolios with Jump-diffusions
Daniel Michelbrink, H. Le
2012SIAM Journal of Control and Optimization18 citations
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Some Consequences of the Nature of the Distance Function on the Cut Locus in a Riemannian Manifold
D. Barden, H. Le
199718 citations
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The logarithm map, its limits and Fréchet means in orthant spaces
D. Barden, H. Le
2017Proceedings of the London Mathematical Society17 citations Open access
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Itô correction terms for the radial parts of semimartingales on manifolds
H. Le, D. Barden
199515 citations Open access
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The statistical analysis of dynamic curves and sections
C. Small, H. Le
2002Pattern Recognition14 citations
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A stochastic calculus approach to the shape distribution induced by a complex normal model
H. Le
1991Mathematical Proceedings of the Cambridge Philosophical Society13 citations
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Principal nested shape space analysis of molecular dynamics data
I. Dryden, Kwang-Rae Kim, C. Laughton, H. Le
2019Annals of Applied Statistics12 citations Open access
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A diffusion approach to Stein’s method on Riemannian manifolds
H. Le, Alexander Lewis, K. Bharath, C. Fallaize
2020Bernoulli11 citations Open access
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On Fréchet means in simplex shape spaces
A. Kume, H. Le
2003Advances in Applied Probability11 citations
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Explicit formulae for polygonally generated shape-densities in the basic tile
H. Le
1987Mathematical Proceedings of the Cambridge Philosophical Society11 citations
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Analysis of proteomics data: Bayesian alignment of functions
Wen Cheng, I. Dryden, D. B. Hitchcock, H. Le
201410 citations Open access
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Brownian motions on shape and size-and-shape spaces
H. Le
1994Journal of Applied Probability10 citations
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Exact shape-densities for random triangles in convex polygons
D. Kendall, H. Le
198610 citations
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A Markov-modulated model for stocks paying discrete dividends
E. Sakkas, H. Le
20099 citations
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The structure and explicit determination of convex-polygonally generated shape-densities
D. Kendall, H. Le
1987Advances in Applied Probability9 citations
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Extrinsic Data Analysis on Sample Spaces with a Manifold Stratification
R. Bhattacharya, M. Buibas, I. Dryden, Leif Ellingson +11 more
20118 citations
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Limiting angle of Brownian motion on certain manifolds
H. Le
19968 citations Open access
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Markov decision process algorithms for wealth allocation problems with defaultable bonds
Iker Perez, D. Hodge, H. Le
2016Advances in Applied Probability7 citations Open access
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Mean shapes, projections and intrinsic limiting distributions
I. Dryden, H. Le, S. Preston, A. T. A. Wood
20147 citations
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On Simplex Shape Spaces
H. Le, D. Barden
20017 citations
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Estimating Fréchet means in Bookstein's shape space
A. Kume, H. Le
2000Advances in Applied Probability7 citations
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Singularities of convex-polygonally generated shape-densities
H. Le
1987Mathematical Proceedings of the Cambridge Philosophical Society7 citations
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Central limit theorem for intrinsic Fréchet means in smooth compact Riemannian manifolds
T. Hotz, H. Le, A. T. A. Wood
2022Probability theory and related fields6 citations Open access
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Analysis of spike train data: Classification and Bayesian alignment
Wen Cheng, I. Dryden, D. B. Hitchcock, H. Le
2014Electronic Journal of Statistics6 citations Open access
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