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 | 199 | 2020 |
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 | 198 | 2014 |
“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 | 191 | 2020 |
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 | 153 | 2016 |
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 | 111 | 2013 |
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 | 99 | 2020 |
Analysis of collagen fibre shape changes in breast cancer G Falzon, S Pearson, R Murison Physics in Medicine & Biology 53 (23), 6641, 2008 | 82 | 2008 |
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 | 72 | 2013 |
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 | 63 | 2019 |
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 | 62 | 2016 |
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 | 60 | 2019 |
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 | 58 | 2012 |
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 | 48 | 2021 |
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 | 48 | 2018 |
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 | 45 | 2011 |
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 | 42 | 2023 |
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 | 42 | 2013 |
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 | 31 | 2008 |
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 | 30 | 2006 |
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 | 26 | 2017 |