Gregory Falzon

According to our database, Gregory Falzon authored at least 13 papers between 2012 and 2023.

Collaborative distances:

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

2023

Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection.

Andrew Shepley, Gregory Falzon, Paul Kwan, Ljiljana Brankovic

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

2021

U-Infuse: Democratization of Customizable Deep Learning for Object Detection.

Andrew Shepley, Gregory Falzon, Christopher Lawson, Paul D. Meek, Paul Kwan

Sensors, 2021

2020

"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.

Saleh Shahinfar, Paul D. Meek, Gregory Falzon

Ecol. Informatics, 2020

Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection.

Andrew Shepley, Gregory Falzon, Paul Kwan

CoRR, 2020

Automated cattle counting using Mask R-CNN in quadcopter vision system.

Beibei Xu, Wensheng Wang, Gregory Falzon, Paul Kwan, Leifeng Guo, Guipeng Chen, Amy Tait, Derek A. Schneider

Comput. Electron. Agric., 2020

2019

Livestock vocalisation classification in farm soundscapes.

James C. Bishop, Gregory Falzon, Mark G. Trotter, Paul Kwan, Paul D. Meek

Comput. Electron. Agric., 2019

2018

Real-time object detection in agricultural/remote environments using the multiple-expert colour feature extreme learning machine (MEC-ELM).

Edmund J. Sadgrove, Gregory Falzon, David Miron, David W. Lamb

Comput. Ind., 2018

OpenCL Performance Prediction using Architecture-Independent Features.

Beau Johnston, Gregory Falzon, Josh Milthorpe

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

2017

Fast object detection in pastoral landscapes using a Colour Feature Extreme Learning Machine.

Edmund J. Sadgrove, Gregory Falzon, David Miron, David W. Lamb

Comput. Electron. Agric., 2017

2015

A novel feature reduction framework for digital mammogram image classification.

Hajar M. Alharbi, Gregory Falzon, Paul Kwan

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2013

Farming the Web of Things.

Kerry Taylor, Colin Griffith, Laurent Lefort, Raj Gaire, Michael Compton, Tim Wark, David W. Lamb, Gregory Falzon, Mark G. Trotter

IEEE Intell. Syst., 2013

Demonstration: Semantic Web Enabled Smart Farm with GSN.

Raj Gaire, Laurent Lefort, Michael Compton, Gregory Falzon, David W. Lamb, Kerry Taylor

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

2012

The Dynamic Aerial Survey Algorithm Architecture and Its Potential Use in Airborne Fertilizer Applications.

Gregory Falzon, David W. Lamb, Derek A. Schneider

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012