Gregory Falzon

15 papers Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Andrew Shepley, Gregory Falzon, Paul Kwan, Ljiljana Brankovic
2021 J jnl
U-Infuse: Democratization of Customizable Deep Learning for Object Detection.
Sensors
Andrew Shepley, Gregory Falzon, Christopher Lawson, Paul D. Meek, Paul Kwan
2020 J jnl
"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
Saleh Shahinfar, Paul D. Meek, Gregory Falzon
2020 J jnl
Automated cattle counting using Mask R-CNN in quadcopter vision system.
Comput. Electron. Agric.
Beibei Xu, Wensheng Wang, Gregory Falzon, Paul Kwan, Leifeng Guo, Guipeng Chen, Amy Tait, Derek A. Schneider
2020 J jnl
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection.
CoRR
Andrew Shepley, Gregory Falzon, Paul Kwan
2020 J jnl
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
Saleh Shahinfar, Paul D. Meek, Gregory Falzon
2019 J jnl
Livestock vocalisation classification in farm soundscapes.
Comput. Electron. Agric.
James C. Bishop, Gregory Falzon, Mark G. Trotter, Paul Kwan, Paul D. Meek
2018 — conf
OpenCL Performance Prediction using Architecture-Independent Features.
HPCS
Beau Johnston, Gregory Falzon, Josh Milthorpe
2018 J jnl
OpenCL Performance Prediction using Architecture-Independent Features.
CoRR
Beau Johnston, Gregory Falzon, Josh Milthorpe
2018 J jnl
Real-time object detection in agricultural/remote environments using the multiple-expert colour feature extreme learning machine (MEC-ELM).
Comput. Ind.
Edmund J. Sadgrove, Gregory Falzon, David Miron, David W. Lamb
2017 J jnl
Fast object detection in pastoral landscapes using a Colour Feature Extreme Learning Machine.
Comput. Electron. Agric.
Edmund J. Sadgrove, Gregory Falzon, David Miron, David W. Lamb
2015 — conf
A novel feature reduction framework for digital mammogram image classification.
ACPR
Hajar M. Alharbi, Gregory Falzon, Paul Kwan
2013 — conf
Demonstration: Semantic Web Enabled Smart Farm with GSN.
ISWC (Posters & Demos)
Raj Gaire, Laurent Lefort, Michael Compton, Gregory Falzon, David W. Lamb, Kerry Taylor
2013 J jnl
Farming the Web of Things.
IEEE Intell. Syst.
Kerry Taylor, Colin Griffith, Laurent Lefort, Raj Gaire, Michael Compton, Tim Wark, David W. Lamb, Gregory Falzon, Mark G. Trotter
2012 J jnl
The Dynamic Aerial Survey Algorithm Architecture and Its Potential Use in Airborne Fertilizer Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gregory Falzon, David W. Lamb, Derek A. Schneider