Research output per year
Research output per year
Personal profile
Completed Supervisions
Principal Supervisions:
- Artificial Intelligence (4)
- Cloud Computing (1)
Associate Supervisions:
- Artificial Intelligence (2)
- Precision Agriculture (3)
- High Performance Computing (1)
- Mobile e-Voting (1)
- Wireless Visual Sensor Networks (1)
Supervision
- Registered
Research Areas
- Knowledge discovery, AI and data mining
Supervisory Interests
- Applied Computing
- Computer Science
- Data Science
- Digital Agriculture
- Environmental Informatics
- Machine Learning
- Artificial Intelligence
- Computer Vision
- Precision Agriculture
- Remote Sensing
- Drones
- Internet of Things
- AgTech
- Smart Farms
- Wildlife Monitoring
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Analysis and Comparison of New-Born Calf Standing and Lying Time Based on Deep Learning
Zhang, W., Wang, Y., Guo, L., Falzon, G., Kwan, P., Jin, Z., Li, Y. & Wang, W., 1 May 2024, In: Animals. 14, 9, 15 p., 1324.Research output: Contribution to journal › Article › peer-review
Open AccessFile47 Downloads (Pure) -
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection
Shepley, A. J., Falzon, G., Kwan, P. & Brankovic, L., 1 Oct 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 10, p. 11561-11574 14 p.Research output: Contribution to journal › Article › peer-review
18 Citations (Scopus) -
The Sentinel Bait Station: an automated, intelligent design pest animal baiting system
Charlton, G., Falzon, G., Shepley, A., Fleming, P. J. S., Ballard, G. & Meek, P. D., 17 Apr 2023, (E-pub ahead of print) In: Wildlife Research. 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile83 Downloads (Pure) -
Automated location invariant animal detection in camera trap images using publicly available data sources
Shepley, A., Falzon, G., Meek, P. & Kwan, P., May 2021, In: Ecology and Evolution. 11, 9, p. 4494-4506 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile17 Citations (Scopus)41 Downloads (Pure) -
Automated muzzle detection and biometric identification via few-shot deep transfer learning of mixed breed cattle
Shojaeipour, A., Falzon, G., Kwan, P., Hadavi, N., Cowley, F. C. & Paul, D., Nov 2021, In: Agronomy. 11, 11, 2365.Research output: Contribution to journal › Article › peer-review
Open AccessFile34 Citations (Scopus)55 Downloads (Pure)