Michael T. Gaffney

According to our database, Michael T. Gaffney authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Self-Supervised Incremental Learning for Insect Segmentation and Counting on Resource-Constrained Devices.

Amin Kargar, Dimitrios Zorbas, Michael T. Gaffney, Brendan O'Flynn, Salvatore Tedesco

IEEE Internet Things J., 2026

2025

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

Concept Drift Mitigation on Resource-Constrained IoT Devices via Self-Learning.

Amin Kargar, Dimitrios Zorbas, Michael T. Gaffney, Brendan O'Flynn, Salvatore Tedesco

Proceedings of the IEEE Sensors Applications Symposium, 2025

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

Y-Net: Insect Counting and Segmentation using Deep Learning on Embedded Devices.

Amin Kargar, Dimitrios Zorbas, Michael T. Gaffney, Brendan O'Flynn, Salvatore Tedesco

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2022

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

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022