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...
Autores principales: | , , , , |
---|---|
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 |