2018
DOI: 10.31219/osf.io/s2p73
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ALICE: Angled Label Image Capture and Extraction for high throughput insect specimen digitisation

Abstract: The world’s natural history collections contain at least 2 billion specimens, representing a unique data source for answering fundamental scientific questions about ecological, evolutionary, and geological processes. Unlocking this treasure trove of data, stored in thousands of museum drawers and cabinets, is crucial to help map a sustainable future for ourselves and the natural systems on which we depend. The rate-limiting steps in the digitisation of natural history collections often involve specimen handlin… Show more

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Cited by 15 publications
(10 citation statements)
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References 18 publications
(25 reference statements)
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“…Digitizing efforts for invertebrates have been particularly challenging, because many clades are so diverse, collections have much larger numbers of specimens, and the typically small specimens are difficult to digitize [96]. Automating digitization of such specimens, especially pinned insects and fluid-preserved invertebrates, faces significant obstacles [12,18,97100].…”
Section: Trends In Uses Of Primary Biodiversity Datamentioning
confidence: 99%
“…Digitizing efforts for invertebrates have been particularly challenging, because many clades are so diverse, collections have much larger numbers of specimens, and the typically small specimens are difficult to digitize [96]. Automating digitization of such specimens, especially pinned insects and fluid-preserved invertebrates, faces significant obstacles [12,18,97100].…”
Section: Trends In Uses Of Primary Biodiversity Datamentioning
confidence: 99%
“…Increasing magnification and exposing hidden traits are complex and time-consuming but could be achieved if researchers fed back to institutions the images obtained while studying the specimens. Multi-camera imaging is particularly helpful for zoological specimens (Tegelberg et al, 2014; Price et al, 2018; Hereld et al, 2017; Ströbel et al, 2018; Hereld and Ferrier, 2019), as it allows proper visualization of traits that are hidden or distorted on images in a single view. Combining multi-view imaging and production lines (Tegelberg et al, 2014) is one efficient option to generate imagery that supports both 3D reconstructions (Hereld et al, 2017; Ströbel et al, 2018; Hereld and Ferrier, 2019) and accurate morphological data acquisition from the original two-dimensional images themselves, as shown here.…”
Section: Discussionmentioning
confidence: 99%
“…There is evidence that industrialising digitization of natural science collections is achievable [Beaman and Cellinese 2012, Heerlien et al 2015, Rogers 2016. The work demands and costs can be brought down at least by factors of 5-10 compared to manual methods [Oever and Gofferje 2012]. Efficient workflows can be designed when all material is first imaged and followed by the subsequent transcription of data from the images [Lehtonen et al 2011, Nelson et al 2012.…”
Section: Industrialising Digitizationmentioning
confidence: 99%