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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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 |
work_keys_str_mv |
AT fabianplum scantanopensourceplatformforthecreationof3dmodelsofarthropodsandothersmallobjects AT davidlabonte scantanopensourceplatformforthecreationof3dmodelsofarthropodsandothersmallobjects |
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