Deep learning-based detection and classification of mosquitoes and Culicoides

Hongkajorn K.Wattanamethanont J.Unjit K.Vachmanus S.Kusakunniran W.Mahidol University2026-05-112026-05-112026-01-01IEEE Instrumentation and Measurement Magazine (2026)10946969https://repository.li.mahidol.ac.th/handle/123456789/116664Mosquitoes and other small insects are important vectors of infectious diseases, making accurate identification of insect species essential for laboratory-based surveillance and entomological studies. Conventional identification methods rely on manual microscopic inspection, which is time-consuming, labor-intensive, and prone to human error, particularly when images contain multiple species in a single frame.Physics and AstronomyEngineeringDeep learning-based detection and classification of mosquitoes and CulicoidesArticleSCOPUS10.1109/MIM.2025.112248612-s2.0-10503785624519410123