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Three-Dimensional Tracking of Multiple Small Insects by a Single Camera
Many systems to monitor insect behavior have been developed recently. Yet most of these can only detect two-dimensional behavior for convenient analysis and exclude other activities, such as jumping or flying. Therefore, the development of a three-dimensional (3D) monitoring system is necessary to i...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633622/ https://www.ncbi.nlm.nih.gov/pubmed/34850033 http://dx.doi.org/10.1093/jisesa/ieab079 |
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author | Chen, Ching-Hsin Chiang, Ann-Shyn Tsai, Hung-Yin |
author_facet | Chen, Ching-Hsin Chiang, Ann-Shyn Tsai, Hung-Yin |
author_sort | Chen, Ching-Hsin |
collection | PubMed |
description | Many systems to monitor insect behavior have been developed recently. Yet most of these can only detect two-dimensional behavior for convenient analysis and exclude other activities, such as jumping or flying. Therefore, the development of a three-dimensional (3D) monitoring system is necessary to investigate the 3D behavior of insects. In such a system, multiple-camera setups are often used to accomplish this purpose. Here, a system with a single camera for tracking small insects in a 3D space is proposed, eliminating the synchronization problems that typically occur when multiple cameras are instead used. With this setup, two other images are obtained via mirrors fixed at other viewing angles. Using the proposed algorithms, the tracking accuracy of five individual drain flies, Clogmia albipunctata (Williston) (Diptera: Psychodidae), flitting about in a spherical arena (78 mm in diameter) is as high as 98.7%, whereas the accuracy of 10 individuals is 96.3%. With this proposed method, the 3D trajectory monitoring experiments of insects can be performed more efficiently. |
format | Online Article Text |
id | pubmed-8633622 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-86336222021-12-01 Three-Dimensional Tracking of Multiple Small Insects by a Single Camera Chen, Ching-Hsin Chiang, Ann-Shyn Tsai, Hung-Yin J Insect Sci Research Articles Many systems to monitor insect behavior have been developed recently. Yet most of these can only detect two-dimensional behavior for convenient analysis and exclude other activities, such as jumping or flying. Therefore, the development of a three-dimensional (3D) monitoring system is necessary to investigate the 3D behavior of insects. In such a system, multiple-camera setups are often used to accomplish this purpose. Here, a system with a single camera for tracking small insects in a 3D space is proposed, eliminating the synchronization problems that typically occur when multiple cameras are instead used. With this setup, two other images are obtained via mirrors fixed at other viewing angles. Using the proposed algorithms, the tracking accuracy of five individual drain flies, Clogmia albipunctata (Williston) (Diptera: Psychodidae), flitting about in a spherical arena (78 mm in diameter) is as high as 98.7%, whereas the accuracy of 10 individuals is 96.3%. With this proposed method, the 3D trajectory monitoring experiments of insects can be performed more efficiently. Oxford University Press 2021-11-26 /pmc/articles/PMC8633622/ /pubmed/34850033 http://dx.doi.org/10.1093/jisesa/ieab079 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Entomological Society of America. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Research Articles Chen, Ching-Hsin Chiang, Ann-Shyn Tsai, Hung-Yin Three-Dimensional Tracking of Multiple Small Insects by a Single Camera |
title | Three-Dimensional Tracking of Multiple Small Insects by a Single Camera |
title_full | Three-Dimensional Tracking of Multiple Small Insects by a Single Camera |
title_fullStr | Three-Dimensional Tracking of Multiple Small Insects by a Single Camera |
title_full_unstemmed | Three-Dimensional Tracking of Multiple Small Insects by a Single Camera |
title_short | Three-Dimensional Tracking of Multiple Small Insects by a Single Camera |
title_sort | three-dimensional tracking of multiple small insects by a single camera |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633622/ https://www.ncbi.nlm.nih.gov/pubmed/34850033 http://dx.doi.org/10.1093/jisesa/ieab079 |
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