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Greg Falzon
Greg Falzon
Associate Professor of Precision Agriculture Systems, Flinders University
Verified email at flinders.edu.au - Homepage
Title
Cited by
Cited by
Year
Automated cattle counting using Mask R-CNN in quadcopter vision system
B Xu, W Wang, G Falzon, P Kwan, L Guo, G Chen, A Tait, D Schneider
Computers and Electronics in Agriculture 171, 105300, 2020
1992020
Camera traps can be heard and seen by animals
PD Meek, GA Ballard, PJS Fleming, M Schaefer, W Williams, G Falzon
PloS one 9 (10), e110832, 2014
1982014
“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
S Shahinfar, P Meek, G Falzon
Ecological Informatics 57, 101085, 2020
1912020
Are we getting the full picture? Animal responses to camera traps and implications for predator studies
P Meek, G Ballard, P Fleming, G Falzon
Ecology and evolution 6 (10), 3216-3225, 2016
1532016
Farming the web of things
K Taylor, C Griffith, L Lefort, R Gaire, M Compton, T Wark, D Lamb, ...
IEEE Intelligent Systems 28 (6), 12-19, 2013
1112013
Livestock classification and counting in quadcopter aerial images using Mask R-CNN
B Xu, W Wang, G Falzon, P Kwan, L Guo, Z Sun, C Li
International Journal of Remote Sensing 41 (21), 8121-8142, 2020
992020
Analysis of collagen fibre shape changes in breast cancer
G Falzon, S Pearson, R Murison
Physics in Medicine & Biology 53 (23), 6641, 2008
822008
On the reliability of expert identification of small-medium sized mammals from camera trap photos
PD Meek, K Vernes, G Falzon
Wildlife Biology in Practice 9 (2), 1-19, 2013
722013
ClassifyMe: A Field-Scouting Software for the Identification of Wildlife in Camera Trap Images
G Falzon, C Lawson, KW Cheung, K Vernes, GA Ballard, PJS Fleming, ...
Animals 10 (1), 58, 2019
632019
The higher you go the less you will know: placing camera traps high to avoid theft will affect detection
PD Meek, GA Ballard, G Falzon
Remote Sensing in Ecology and Conservation 2 (4), 204-211, 2016
622016
Livestock vocalisation classification in farm soundscapes
JC Bishop, G Falzon, M Trotter, P Kwan, PD Meek
Computers and electronics in agriculture 162, 531-542, 2019
602019
Temporal activity patterns of the swamp rat (Rattus lutreolus) and other rodents in north-eastern New South Wales, Australia
PD Meek, F Zewe, G Falzon
Australian Mammalogy 34 (2), 223-233, 2012
582012
Automated muzzle detection and biometric identification via few-shot deep transfer learning of mixed breed cattle
A Shojaeipour, G Falzon, P Kwan, N Hadavi, FC Cowley, D Paul
Agronomy 11 (11), 2365, 2021
482021
Real-time object detection in agricultural/remote environments using the multiple-expert colour feature extreme learning machine (MEC-ELM)
EJ Sadgrove, G Falzon, D Miron, DW Lamb
Computers in Industry 98, 183-191, 2018
482018
Classification of breast tissue using a laboratory system for small-angle x-ray scattering (SAXS)
S Sidhu, G Falzon, SA Hart, JG Fox, RA Lewis, KKW Siu
Physics in Medicine & Biology 56 (21), 6779, 2011
452011
Confluence: A robust non-IoU alternative to non-maxima suppression in object detection
AJ Shepley, G Falzon, P Kwan, L Brankovic
IEEE transactions on pattern analysis and machine intelligence 45 (10 …, 2023
422023
A relationship between faecal egg counts and the distance travelled by sheep
G Falzon, D Schneider, M Trotter, DW Lamb
Small Ruminant Research 111 (1-3), 171-174, 2013
422013
X‐ray scattering for classifying tissue types associated with breast disease
S Sidhu, KKW Siu, G Falzon, S Nazaretian, SA Hart, JG Fox, BJ Susil, ...
Medical physics 35 (10), 4660-4670, 2008
312008
Wavelet-based feature extraction applied to small-angle x-ray scattering patterns from breast tissue: a tool for differentiating between tissue types
G Falzon, S Pearson, R Murison, C Hall, K Siu, A Evans, K Rogers, ...
Physics in Medicine & Biology 51 (10), 2465, 2006
302006
Fast object detection in pastoral landscapes using a colour feature extreme learning machine
EJ Sadgrove, G Falzon, D Miron, D Lamb
Computers and electronics in agriculture 139, 204-212, 2017
262017
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