Gregory Falzon

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 11

Top Topics

Object Detection

Omnidirectional Cameras

Top Venues

Comput. Electron. Agric.

Publications

Andrew Shepley, Gregory Falzon, Paul Kwan, Ljiljana Brankovic
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Andrew Shepley, Gregory Falzon, Christopher Lawson, Paul D. Meek, Paul Kwan
U-Infuse: Democratization of Customizable Deep Learning for Object Detection. Sensors 21 (8) (2021)
Saleh Shahinfar, Paul D. Meek, Gregory Falzon
How many images do I need? Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring. CoRR (2020)
Beibei Xu, Wensheng Wang, Gregory Falzon, Paul Kwan, Leifeng Guo, Guipeng Chen, Amy Tait, Derek A. Schneider
Automated cattle counting using Mask R-CNN in quadcopter vision system. Comput. Electron. Agric. 171 (2020)
Andrew Shepley, Gregory Falzon, Paul Kwan
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection. CoRR (2020)
Saleh Shahinfar, Paul D. Meek, Gregory Falzon
"How many images do I need?" Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring. Ecol. Informatics 57 (2020)
James C. Bishop, Gregory Falzon, Mark G. Trotter, Paul Kwan, Paul D. Meek
Livestock vocalisation classification in farm soundscapes. Comput. Electron. Agric. 162 (2019)
Beau Johnston, Gregory Falzon, Josh Milthorpe
OpenCL Performance Prediction using Architecture-Independent Features. CoRR (2018)
Beau Johnston, Gregory Falzon, Josh Milthorpe
OpenCL Performance Prediction using Architecture-Independent Features. HPCS (2018)
Edmund J. Sadgrove, Gregory Falzon, David Miron, David W. Lamb
Real-time object detection in agricultural/remote environments using the multiple-expert colour feature extreme learning machine (MEC-ELM). Comput. Ind. 98 (2018)
Edmund J. Sadgrove, Gregory Falzon, David Miron, David W. Lamb
Fast object detection in pastoral landscapes using a Colour Feature Extreme Learning Machine. Comput. Electron. Agric. 139 (2017)
Hajar Alharbi, Gregory Falzon, Paul Kwan
A novel feature reduction framework for digital mammogram image classification. ACPR (2015)
Raj Gaire, Laurent Lefort, Michael Compton, Gregory Falzon, David W. Lamb, Kerry Taylor
Demonstration: Semantic Web Enabled Smart Farm with GSN. ISWC (Posters & Demos) (2013)
Kerry Taylor, Colin Griffith, Laurent Lefort, Raj Gaire, Michael Compton, Tim Wark, David W. Lamb, Gregory Falzon, Mark G. Trotter
Farming the Web of Things. IEEE Intell. Syst. 28 (6) (2013)
Gregory Falzon, David W. Lamb, Derek A. Schneider
The Dynamic Aerial Survey Algorithm Architecture and Its Potential Use in Airborne Fertilizer Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (6) (2012)