A Novel Resource-Constrained Insect Monitoring System based on Machine Vision with Edge AI. - Amin Kargar; Mariusz P. Wilk; Dimitrios Zorbas; Michael T. Gaffney; Brendan O'Flynn (IPAS, 2022)

Y-Net: Insect Counting and Segmentation using Deep Learning on Embedded Devices. - Amin Kargar; Dimitrios Zorbas; Michael T. Gaffney; Brendan O'Flynn; Salvatore Tedesco (I2MTC, 2024)

Detecting Halyomorpha halys using a low-power edge-based monitoring system. - Amin Kargar; Dimitrios Zorbas; Salvatore Tedesco; Michael T. Gaffney; Brendan O'Flynn (Comput. Electron. Agric., 2024)

Tiny deep learning model for insect segmentation and counting on resource-constrained devices. - Amin Kargar; Dimitrios Zorbas; Michael T. Gaffney; Brendan O'Flynn; Salvatore Tedesco (Comput. Electron. Agric., 2025)