Cargando…

A non-rigid registration method for the analysis of local deformations in the wood cell wall

This paper concerns the problem of wood cellular structure image registration. Given the large variability of wood geometry and the important changes in the cellular organization due to moisture sorption, an affine-based image registration technique is not exhaustive to describe the overall hygro-me...

Descripción completa

Detalles Bibliográficos
Autores principales: Patera, Alessandra, Carl, Stephan, Stampanoni, Marco, Derome, Dominique, Carmeliet, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5778174/
https://www.ncbi.nlm.nih.gov/pubmed/29399437
http://dx.doi.org/10.1186/s40679-018-0050-0
_version_ 1783294309316952064
author Patera, Alessandra
Carl, Stephan
Stampanoni, Marco
Derome, Dominique
Carmeliet, Jan
author_facet Patera, Alessandra
Carl, Stephan
Stampanoni, Marco
Derome, Dominique
Carmeliet, Jan
author_sort Patera, Alessandra
collection PubMed
description This paper concerns the problem of wood cellular structure image registration. Given the large variability of wood geometry and the important changes in the cellular organization due to moisture sorption, an affine-based image registration technique is not exhaustive to describe the overall hygro-mechanical behaviour of wood at micrometre scales. Additionally, free tools currently available for non-rigid image registration are not suitable for quantifying the structural deformations of complex hierarchical materials such as wood, leading to errors due to misalignment. In this paper, we adapt an existing non-rigid registration model based on B-spline functions to our case study. The so-modified algorithm combines the concept of feature recognition within specific regions locally distributed in the material with an optimization problem. Results show that the method is able to quantify local deformations induced by moisture changes in tomographic images of wood cell wall with high accuracy. The local deformations provide new important insights in characterizing the swelling behaviour of wood at the cell wall level.
format Online
Article
Text
id pubmed-5778174
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Springer International Publishing
record_format MEDLINE/PubMed
spelling pubmed-57781742018-02-01 A non-rigid registration method for the analysis of local deformations in the wood cell wall Patera, Alessandra Carl, Stephan Stampanoni, Marco Derome, Dominique Carmeliet, Jan Adv Struct Chem Imaging Research This paper concerns the problem of wood cellular structure image registration. Given the large variability of wood geometry and the important changes in the cellular organization due to moisture sorption, an affine-based image registration technique is not exhaustive to describe the overall hygro-mechanical behaviour of wood at micrometre scales. Additionally, free tools currently available for non-rigid image registration are not suitable for quantifying the structural deformations of complex hierarchical materials such as wood, leading to errors due to misalignment. In this paper, we adapt an existing non-rigid registration model based on B-spline functions to our case study. The so-modified algorithm combines the concept of feature recognition within specific regions locally distributed in the material with an optimization problem. Results show that the method is able to quantify local deformations induced by moisture changes in tomographic images of wood cell wall with high accuracy. The local deformations provide new important insights in characterizing the swelling behaviour of wood at the cell wall level. Springer International Publishing 2018-01-22 2018 /pmc/articles/PMC5778174/ /pubmed/29399437 http://dx.doi.org/10.1186/s40679-018-0050-0 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
Patera, Alessandra
Carl, Stephan
Stampanoni, Marco
Derome, Dominique
Carmeliet, Jan
A non-rigid registration method for the analysis of local deformations in the wood cell wall
title A non-rigid registration method for the analysis of local deformations in the wood cell wall
title_full A non-rigid registration method for the analysis of local deformations in the wood cell wall
title_fullStr A non-rigid registration method for the analysis of local deformations in the wood cell wall
title_full_unstemmed A non-rigid registration method for the analysis of local deformations in the wood cell wall
title_short A non-rigid registration method for the analysis of local deformations in the wood cell wall
title_sort non-rigid registration method for the analysis of local deformations in the wood cell wall
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5778174/
https://www.ncbi.nlm.nih.gov/pubmed/29399437
http://dx.doi.org/10.1186/s40679-018-0050-0
work_keys_str_mv AT pateraalessandra anonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall
AT carlstephan anonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall
AT stampanonimarco anonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall
AT deromedominique anonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall
AT carmelietjan anonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall
AT pateraalessandra nonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall
AT carlstephan nonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall
AT stampanonimarco nonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall
AT deromedominique nonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall
AT carmelietjan nonrigidregistrationmethodfortheanalysisoflocaldeformationsinthewoodcellwall