Elastic Analysis of Irregularly or Sparsely Sampled Curves

Elastic analysis of irregularly or sparsely sampled curves - arXiv

Title:Elastic analysis of irregularly or sparsely sampled curves ... Abstract:We provide statistical analysis methods for samples of curves when ...

Elastic analysis of irregularly or sparsely sampled curves

Abstract. We provide statistical analysis methods for samples of curves in two or more dimensions, where the image, but not the parameterization ...

Elastic Analysis of Irregularly or Sparsely Sampled Curves | Biometrics

We provide statistical analysis methods for samples of curves in two or more dimensions, where the image, but not the parameterization of the curves, is of ...

Elastic analysis of irregularly or sparsely sampled curves - PubMed

We provide statistical analysis methods for samples of curves in two or more dimensions, where the image, but not the parameterization of the curves, ...

Elastic analysis of irregularly or sparsely sampled curves

Existing parameterization invariant analysis methods based on the elastic distance of the curves modulo parameterization, using the square‐root‐velocity ...

Elastic analysis of irregularly or sparsely sampled curves

Using spline curves to model smooth or polygonal means of open or closed curves with respect to the elastic distance and show identifiability of the spline ...

Elastic Analysis of Irregularly or Sparsely Sampled Curves

Request PDF | Elastic Analysis of Irregularly or Sparsely Sampled Curves | We provide statistical analysis methods for samples of curves in two or more ...

elastic analysis of irregularly or sparsely sampled - arXiv

We provide methods and algorithms to approximate the elastic distance for such curves via interpreting them as polygons. Moreover, we propose to ...

Elastic regression for irregularly sampled curves in $\mathbb{R}^d

... sampled curves by using splines for modeling smooth conditional mean curves ... Elastic analysis of irregularly or sparsely sampled curves.

Elastic Full Procrustes Means for Sparse and Irregular Planar Curves

1.1, with the smooth curves sampled on a dense (left) and sparse. (right) grid. parameterisation invariant) shape analysis of curves, by using their square-root ...

Elastic analysis of irregularly and sparsely sampled curves - Dialnet

We provide methods and algorithms to approximate the elastic distance between irregularly and sparsely sampled curves and to t smooth elastic means for ...

Statistical Methods for Sparse Functional Object Data

These data types include elastic curves represented as ... irregularly/sparsely observed curves modulo re-parametri- zation using splines.

Lisa Steyer - DeepAI

Elastic analysis of irregularly or sparsely sampled curves. We provide statistical analysis methods for samples of curves when the i... 0 Lisa Steyer, et al ...

Comments on: shape-based functional data analysis | TEST

3 Elastic analysis of sparsely sampled curves. In practice, a function is ... Elastic analysis of irregularly or sparsely sampled curves.

Multiple Closed Curve Modeling with Uncertainty Quantification for ...

The latter focuses on elastic registration and shape averaging for irregularly sampled curves, providing crucial context for our study. They ...

Volume 79 Issue 3 | Biometrics - Oxford Academic

Elastic Analysis of Irregularly or Sparsely Sampled Curves. Lisa Steyer and others. Biometrics, Volume 79, Issue 3, September 2023, Pages 2103–2115, https ...

CRAN Task View: Functional Data Analysis

This framework allows for elastic analysis ... sparseFLMM implements functional linear mixed models for irregularly or sparsely sampled data based on functional ...

Flexible Regression for Functional Object Data: Curves, Shapes and ...

... irregularly/sparsely observed functions. The use of. (nested/crossed/curve-specific) functional random intercepts allows for mod- eling longitudinal ...

Elastic Analysis of Sparse, Dense and Irregular Curves - R

Elastic Analysis of Sparse, Dense and Irregular Curves [R logo] · Documentation for package 'elasdics' version 1.1.3 · Help Pages ...

Almond Stöcker (0000-0001-9160-2397) - ORCID

Elastic Analysis of Irregularly or Sparsely Sampled Curves · Experienced social partners hinder learning performance in naive clonal fish.