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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...

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Autores principales: Chen, Ching-Hsin, Chiang, Ann-Shyn, Tsai, Hung-Yin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
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.
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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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