scAnt—an open-source platform for the creation of 3D models of arthropods (and other small objects)

We present scAnt, an open-source platform for the creation of digital 3D models of arthropods and small objects. scAnt consists of a scanner and a Graphical User Interface, and enables the automated generation of Extended Depth Of Field images from multiple perspectives. These images are then masked...

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Bibliographic Details
Main Authors: Fabian Plum, David Labonte
Format: Article
Language:English
Published: PeerJ Inc. 2021-04-01
Series:PeerJ
Subjects:
3D
Online Access:https://peerj.com/articles/11155.pdf
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spelling doaj-a8748f3e745d45d59fc0f40f51945a6e2021-04-14T15:05:07ZengPeerJ Inc.PeerJ2167-83592021-04-019e1115510.7717/peerj.11155scAnt—an open-source platform for the creation of 3D models of arthropods (and other small objects)Fabian PlumDavid LabonteWe present scAnt, an open-source platform for the creation of digital 3D models of arthropods and small objects. scAnt consists of a scanner and a Graphical User Interface, and enables the automated generation of Extended Depth Of Field images from multiple perspectives. These images are then masked with a novel automatic routine which combines random forest-based edge-detection, adaptive thresholding and connected component labelling. The masked images can then be processed further with a photogrammetry software package of choice, including open-source options such as Meshroom, to create high-quality, textured 3D models. We demonstrate how these 3D models can be rigged to enable realistic digital specimen posing, and introduce a novel simple yet effective method to include semi-realistic representations of approximately planar and transparent structures such as wings. As a result of the exclusive reliance on generic hardware components, rapid prototyping and open-source software, scAnt costs only a fraction of available comparable systems. The resulting accessibility of scAnt will (i) drive the development of novel and powerful methods for machine learning-driven behavioural studies, leveraging synthetic data; (ii) increase accuracy in comparative morphometric studies as well as extend the available parameter space with area and volume measurements; (iii) inspire novel forms of outreach; and (iv) aid in the digitisation efforts currently underway in several major natural history collections.https://peerj.com/articles/11155.pdfPhotogrammetryMorphometryZoologyMacro imaging3DDigitisation
collection DOAJ
language English
format Article
sources DOAJ
author Fabian Plum
David Labonte
spellingShingle Fabian Plum
David Labonte
scAnt—an open-source platform for the creation of 3D models of arthropods (and other small objects)
PeerJ
Photogrammetry
Morphometry
Zoology
Macro imaging
3D
Digitisation
author_facet Fabian Plum
David Labonte
author_sort Fabian Plum
title scAnt—an open-source platform for the creation of 3D models of arthropods (and other small objects)
title_short scAnt—an open-source platform for the creation of 3D models of arthropods (and other small objects)
title_full scAnt—an open-source platform for the creation of 3D models of arthropods (and other small objects)
title_fullStr scAnt—an open-source platform for the creation of 3D models of arthropods (and other small objects)
title_full_unstemmed scAnt—an open-source platform for the creation of 3D models of arthropods (and other small objects)
title_sort scant—an open-source platform for the creation of 3d models of arthropods (and other small objects)
publisher PeerJ Inc.
series PeerJ
issn 2167-8359
publishDate 2021-04-01
description We present scAnt, an open-source platform for the creation of digital 3D models of arthropods and small objects. scAnt consists of a scanner and a Graphical User Interface, and enables the automated generation of Extended Depth Of Field images from multiple perspectives. These images are then masked with a novel automatic routine which combines random forest-based edge-detection, adaptive thresholding and connected component labelling. The masked images can then be processed further with a photogrammetry software package of choice, including open-source options such as Meshroom, to create high-quality, textured 3D models. We demonstrate how these 3D models can be rigged to enable realistic digital specimen posing, and introduce a novel simple yet effective method to include semi-realistic representations of approximately planar and transparent structures such as wings. As a result of the exclusive reliance on generic hardware components, rapid prototyping and open-source software, scAnt costs only a fraction of available comparable systems. The resulting accessibility of scAnt will (i) drive the development of novel and powerful methods for machine learning-driven behavioural studies, leveraging synthetic data; (ii) increase accuracy in comparative morphometric studies as well as extend the available parameter space with area and volume measurements; (iii) inspire novel forms of outreach; and (iv) aid in the digitisation efforts currently underway in several major natural history collections.
topic Photogrammetry
Morphometry
Zoology
Macro imaging
3D
Digitisation
url https://peerj.com/articles/11155.pdf
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