Sebastian Kurtek

Available identifiers

zbMath Open kurtek.sebastianMaRDI QIDQ470460

List of research outcomes

Publication	Date of Publication	Type
Bayesian Framework for Simultaneous Registration and Estimation of Noisy, Sparse, and Fragmented Functional Data	2023-07-06	Paper
Elastic Metrics on Spaces of Euclidean Curves: Theory and Algorithms	2022-09-20	Paper
Parallel tempering strategies for model-based landmark detection on shapes	2022-06-21	Paper
Shape-constrained Gaussian process regression for surface reconstruction and multimodal, non-rigid image registration	2022-06-13	Paper
Tangent functional canonical correlation analysis for densities and shapes, with applications to multimodal imaging data	2022-03-01	Paper
RADIOHEAD: radiogenomic analysis incorporating tumor heterogeneity in imaging through densities	2022-02-28	Paper
A geometric approach for computing tolerance bounds for elastic functional data	2022-02-25	Paper
Aggregated pairwise classification of elastic planar shapes	2021-11-15	Paper
A Geometric Variational Approach to Bayesian Inference	2020-10-28	Paper
Segmentation, alignment and statistical analysis of biosignals with application to disease classification	2020-10-26	Paper
Distribution on Warp Maps for Alignment of Open and Closed Curves	2020-09-15	Paper
Biomedical Applications of Geometric Functional Data Analysis	2020-07-29	Paper
Simplifying Transforms for General Elastic Metrics on the Space of Plane Curves	2020-05-04	Paper
Automatic Detection and Uncertainty Quantification of Landmarks on Elastic Curves	2019-11-12	Paper
Geometric sensitivity measures for Bayesian nonparametric density estimation models	2019-08-07	Paper
Elastic statistical shape analysis of biological structures with case studies: a tutorial	2019-07-11	Paper
Book Reviews	2017-10-13	Paper
A geometric approach to pairwise Bayesian alignment of functional data using importance sampling	2017-04-07	Paper
Elastic Shape Analysis of Surfaces and Images	2016-05-19	Paper
Bayesian sensitivity analysis with the Fisher–Rao metric	2015-12-11	Paper
Landmark-free statistical analysis of the shape of plant leaves	2015-04-23	Paper
Description and processing of functional data arising from juggling trajectories	2014-11-12	Paper
Analysis of juggling data: landmark and continuous registration of juggling trajectories	2014-11-12	Paper
Analysis of juggling data: alignment, extraction, and modeling of juggling cycles	2014-11-12	Paper
Analysis of AneuRisk65 data: elastic shape registration of curves	2014-11-12	Paper
Statistical analysis of trajectories on Riemannian manifolds: bird migration, hurricane tracking and video surveillance	2014-06-10	Paper
Statistical Modeling of Curves Using Shapes and Related Features	2012-11-09	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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This page was built for person: Sebastian Kurtek