ArticlePloS one2014
Capturing natural-colour 3D models of insects for species discovery and diagnostics.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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Who cites it
28 citing papers in PubMed.
- The Orbitoscope, a six-axis macro-imaging robot for photogrammetric 3D-digitization of insects and other small specimens.ZooKeys · 2026Article
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- Leveraging synthetic data produced from museum specimens to train adaptable species classification models.PloS one · 2025Article
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- AutoScan3D: A low-cost, portable photogrammetry system for automated 3D digitization of anatomical specimens.PloS one · 2025Article
- The SmARTR pipeline: A modular workflow for the cinematic rendering of 3D scientific imaging data.iScience · 2024Article
- Towards global insect biomonitoring with frugal methods.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Article
- Increasing the impact of vertebrate scientific collections through 3D imaging: The openVertebrate (oVert) Thematic Collections Network.Bioscience · 2024Review
- Article
- Photogrammetric reconstruction of 3D carpological collection in high resolution for plants authentication and species discovery.PloS one · 2022Article
- Radio-frequency exposure of the yellow fever mosquito (A. aegypti) from 2 to 240 GHz.PLoS computational biology · 2021Article
- Optimized imaging methods for species-level identification of food-contaminating beetles.Scientific reports · 2021Article
- Article
- A New Species of Praying Mantis from Peru Reveals Impaling as a Novel Hunting Strategy in Mantodea (Thespidae: Thespini).Neotropical entomology · 2020Article
- A rapid and cost-effective pipeline for digitization of museum specimens with 3D photogrammetry.PloS one · 2020Article
- Multi-view object topography measurement with optical sectioning structured illumination microscopy.Applied optics · 2019Article
- Taxonomy through the lens of neutral helium microscopy.Scientific reports · 2019Article
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- Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Collections of biological specimens are fundamental to scientific understanding and characterization of natural diversity-past, present and future. This paper presents a system for liberating useful information from physical collections by bringing specimens into the digital domain so they can be more readily shared, analyzed, annotated and compared. It focuses on insects and is strongly motivated by the desire to accelerate and augment current practices in insect taxonomy which predominantly use text, 2D diagrams and images to describe and characterize species. While these traditional kinds of descriptions are informative and useful, they cannot cover insect specimens "from all angles" and precious specimens are still exchanged between researchers and collections for this reason. Furthermore, insects can be complex in structure and pose many challenges to computer vision systems. We present a new prototype for a practical, cost-effective system of off-the-shelf components to acquire natural-colour 3D models of insects from around 3 mm to 30 mm in length. ("Natural-colour" is used to contrast with "false-colour", i.e., colour generated from, or applied to, gray-scale data post-acquisition.) Colour images are captured from different angles and focal depths using a digital single lens reflex (DSLR) camera rig and two-axis turntable. These 2D images are processed into 3D reconstructions using software based on a visual hull algorithm. The resulting models are compact (around 10 megabytes), afford excellent optical resolution, and can be readily embedded into documents and web pages, as well as viewed on mobile devices. The system is portable, safe, relatively affordable, and complements the sort of volumetric data that can be acquired by computed tomography. This system provides a new way to augment the description and documentation of insect species holotypes, reducing the need to handle or ship specimens. It opens up new opportunities to collect data for research, education, art, entertainment, biodiversity assessment and biosecurity control.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.