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An image based application in Matlab for automated modelling and morphological analysis of insect wings

Despite extensive research on the biomechanics of insect wings over the past years, direct mechanical measurements on sensitive wing specimens remain very challenging. This is especially true for examining delicate museum specimens. This has made the finite element method popular in studies of wing...

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Autores principales: Eshghi, Shahab, Nabati, Fatemeh, Shafaghi, Shaghayegh, Nooraeefar, Vahid, Darvizeh, Abolfazl, Gorb, Stanislav N., Rajabi, Hamed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386019/
https://www.ncbi.nlm.nih.gov/pubmed/35977980
http://dx.doi.org/10.1038/s41598-022-17859-9
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author Eshghi, Shahab
Nabati, Fatemeh
Shafaghi, Shaghayegh
Nooraeefar, Vahid
Darvizeh, Abolfazl
Gorb, Stanislav N.
Rajabi, Hamed
author_facet Eshghi, Shahab
Nabati, Fatemeh
Shafaghi, Shaghayegh
Nooraeefar, Vahid
Darvizeh, Abolfazl
Gorb, Stanislav N.
Rajabi, Hamed
author_sort Eshghi, Shahab
collection PubMed
description Despite extensive research on the biomechanics of insect wings over the past years, direct mechanical measurements on sensitive wing specimens remain very challenging. This is especially true for examining delicate museum specimens. This has made the finite element method popular in studies of wing biomechanics. Considering the complexities of insect wings, developing a wing model is usually error-prone and time-consuming. Hence, numerical studies in this area have often accompanied oversimplified models. Here we address this challenge by developing a new tool for fast, precise modelling of insect wings. This application, called WingGram, uses computer vision to detect the boundaries of wings and wing cells from a 2D image. The app can be used to develop wing models that include complex venations, corrugations and camber. WingGram can extract geometric features of the wings, including dimensions of the wing domain and subdomains and the location of vein junctions. Allowing researchers to simply model wings with a variety of forms, shapes and sizes, our application can facilitate studies of insect wing morphology and biomechanics. Being an open-access resource, WingGram has a unique application to expand how scientists, educators, and industry professionals analyse insect wings and similar shell structures in other fields, such as aerospace.
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spelling pubmed-93860192022-08-19 An image based application in Matlab for automated modelling and morphological analysis of insect wings Eshghi, Shahab Nabati, Fatemeh Shafaghi, Shaghayegh Nooraeefar, Vahid Darvizeh, Abolfazl Gorb, Stanislav N. Rajabi, Hamed Sci Rep Article Despite extensive research on the biomechanics of insect wings over the past years, direct mechanical measurements on sensitive wing specimens remain very challenging. This is especially true for examining delicate museum specimens. This has made the finite element method popular in studies of wing biomechanics. Considering the complexities of insect wings, developing a wing model is usually error-prone and time-consuming. Hence, numerical studies in this area have often accompanied oversimplified models. Here we address this challenge by developing a new tool for fast, precise modelling of insect wings. This application, called WingGram, uses computer vision to detect the boundaries of wings and wing cells from a 2D image. The app can be used to develop wing models that include complex venations, corrugations and camber. WingGram can extract geometric features of the wings, including dimensions of the wing domain and subdomains and the location of vein junctions. Allowing researchers to simply model wings with a variety of forms, shapes and sizes, our application can facilitate studies of insect wing morphology and biomechanics. Being an open-access resource, WingGram has a unique application to expand how scientists, educators, and industry professionals analyse insect wings and similar shell structures in other fields, such as aerospace. Nature Publishing Group UK 2022-08-17 /pmc/articles/PMC9386019/ /pubmed/35977980 http://dx.doi.org/10.1038/s41598-022-17859-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Eshghi, Shahab
Nabati, Fatemeh
Shafaghi, Shaghayegh
Nooraeefar, Vahid
Darvizeh, Abolfazl
Gorb, Stanislav N.
Rajabi, Hamed
An image based application in Matlab for automated modelling and morphological analysis of insect wings
title An image based application in Matlab for automated modelling and morphological analysis of insect wings
title_full An image based application in Matlab for automated modelling and morphological analysis of insect wings
title_fullStr An image based application in Matlab for automated modelling and morphological analysis of insect wings
title_full_unstemmed An image based application in Matlab for automated modelling and morphological analysis of insect wings
title_short An image based application in Matlab for automated modelling and morphological analysis of insect wings
title_sort image based application in matlab for automated modelling and morphological analysis of insect wings
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386019/
https://www.ncbi.nlm.nih.gov/pubmed/35977980
http://dx.doi.org/10.1038/s41598-022-17859-9
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