Exploring different imaging techniques for non-invasive monitoring of insect population: a review article
An accurate technique of monitoring insect pest populations is very crucial in crop protection. Traditionally, this is achieved by manual detection of infested area and manual counting of the target species. However, it is a time-consuming task that might be useless if the target species has migrate...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Association of Agricultural Technology in Southeast Asia
2024
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| Online Access: | http://psasir.upm.edu.my/id/eprint/119083/ http://psasir.upm.edu.my/id/eprint/119083/1/119083.pdf |
| _version_ | 1848867868616163328 |
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| author | M. A., Najib A. M. S., Rashid A., Ishak M., Ramle A. H., Izhal |
| author_facet | M. A., Najib A. M. S., Rashid A., Ishak M., Ramle A. H., Izhal |
| author_sort | M. A., Najib |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | An accurate technique of monitoring insect pest populations is very crucial in crop protection. Traditionally, this is achieved by manual detection of infested area and manual counting of the target species. However, it is a time-consuming task that might be useless if the target species has migrated after the resultant manual counting. Thus, this paper attempted to explore and discuss the imaging systems developed in recent years for monitoring, detecting, and counting insect pest populations in various infested areas, and the advancements made around the world. The developed systems were structured into standalone systems, network-based imaging systems, and Red, Green and Blue (RGB) vision and thermographic imaging. Recent trends show that standalone and networked imaging systems are the most prominent technologies in insect detection and counting for industry adoption. Standalone and networking imaging technologies each possess distinct characteristics and can be employed to monitor insect pest populations according to the user's needs and preferences. In all these systems, robustness of the camera setup is critical because it dictates the accuracy of detection for a particular target species. From both research and commercialization standpoints, there is needed for further exploration of imaging technology in insect pest detection and counting. The aim is to streamline traditional labor-intensive and costly methods. |
| first_indexed | 2025-11-15T14:43:20Z |
| format | Article |
| id | upm-119083 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T14:43:20Z |
| publishDate | 2024 |
| publisher | Association of Agricultural Technology in Southeast Asia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1190832025-08-06T02:36:23Z http://psasir.upm.edu.my/id/eprint/119083/ Exploring different imaging techniques for non-invasive monitoring of insect population: a review article M. A., Najib A. M. S., Rashid A., Ishak M., Ramle A. H., Izhal An accurate technique of monitoring insect pest populations is very crucial in crop protection. Traditionally, this is achieved by manual detection of infested area and manual counting of the target species. However, it is a time-consuming task that might be useless if the target species has migrated after the resultant manual counting. Thus, this paper attempted to explore and discuss the imaging systems developed in recent years for monitoring, detecting, and counting insect pest populations in various infested areas, and the advancements made around the world. The developed systems were structured into standalone systems, network-based imaging systems, and Red, Green and Blue (RGB) vision and thermographic imaging. Recent trends show that standalone and networked imaging systems are the most prominent technologies in insect detection and counting for industry adoption. Standalone and networking imaging technologies each possess distinct characteristics and can be employed to monitor insect pest populations according to the user's needs and preferences. In all these systems, robustness of the camera setup is critical because it dictates the accuracy of detection for a particular target species. From both research and commercialization standpoints, there is needed for further exploration of imaging technology in insect pest detection and counting. The aim is to streamline traditional labor-intensive and costly methods. Association of Agricultural Technology in Southeast Asia 2024-09-15 Article PeerReviewed text en cc_by_nc_nd_4 http://psasir.upm.edu.my/id/eprint/119083/1/119083.pdf M. A., Najib and A. M. S., Rashid and A., Ishak and M., Ramle and A. H., Izhal (2024) Exploring different imaging techniques for non-invasive monitoring of insect population: a review article. International Journal of Agricultural Technology, 20 (5). pp. 1979-2014. ISSN 2630-0192 https://li04.tci-thaijo.org/index.php/IJAT/article/view/5682 |
| spellingShingle | M. A., Najib A. M. S., Rashid A., Ishak M., Ramle A. H., Izhal Exploring different imaging techniques for non-invasive monitoring of insect population: a review article |
| title | Exploring different imaging techniques for non-invasive monitoring of insect population: a review article |
| title_full | Exploring different imaging techniques for non-invasive monitoring of insect population: a review article |
| title_fullStr | Exploring different imaging techniques for non-invasive monitoring of insect population: a review article |
| title_full_unstemmed | Exploring different imaging techniques for non-invasive monitoring of insect population: a review article |
| title_short | Exploring different imaging techniques for non-invasive monitoring of insect population: a review article |
| title_sort | exploring different imaging techniques for non-invasive monitoring of insect population: a review article |
| url | http://psasir.upm.edu.my/id/eprint/119083/ http://psasir.upm.edu.my/id/eprint/119083/ http://psasir.upm.edu.my/id/eprint/119083/1/119083.pdf |