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)
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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 AccessFile80 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
25 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, In: Wildlife Research. 51, 1, 10 p., WR22183.Research output: Contribution to journal › Article › peer-review
Open AccessFile113 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 AccessFile22 Citations (Scopus)44 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 AccessFile46 Citations (Scopus)82 Downloads (Pure)