Organisation profile
Organisation profile
Imaging and Sensing (IS) is one of the core research areas within the Data Science Research Unit (DSRU) at Charles Sturt University.
The group focus is to design, model, develop or apply image processing, computer vision, computational intelligence and machine learning techniques, wireless sensor network, and the Internet of Things (IoT) towards solving real-world problems in various domains, including agriculture, viticulture, environment, and law enforcement.
The expertise of this research group spans
- Artificial Intelligence and Image Processing
- Information System and mathematical and statistical modelling
- Agriculture and Environment science
We are collaborating and working closely with academics, researchers and industry partners from the Charles Sturt Graham Centre for Agricultural Innovation, Institute for Land, Water and Society (ILWS), National Wine and Grape Industry Centre (NWGIC), NSW Department of Primary Industry (DPI), and Agriculture Victoria, and international law enforcement agencies.
The goals of the group are as follows
- Development of technology for Precision agriculture, winery science, land and water environmental science, law enforcement
- Foster a collaborative and multidisciplinary approach to research into image processing, computer vision, machine learning, data analysis, mathematics, statistics or agri-engineering
- Explore research funding sources to increase group productivity and collaboration
- Build national and international research reputation
- Supervising and training research higher degree students including Ph.D., DIT and Honours students.
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Collaborations and top research areas from the last five years
Profiles
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Remy Dehaan
- Imaging and Sensing Research Group
- Agricultural, Environmental and Veterinary Sciences
- Gulbali Research Institute
Person: Academic, Non Academic Staff
Research output
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A bibliographic study of integrating IoT and geospatial modelling for sustainable smart agriculture in developed countries: Focus on Australia
Mamun, Q., Zaman, A., Ip, R. H. L. & Haque, K. M. S., 01 Feb 2026, In: Computers and Electronics in Agriculture. 241, p. 1-20 20 p., 111289.Research output: Contribution to journal › Review article › peer-review
Open AccessFile1 Downloads (Pure) -
Advancing groundwater quality assessment in Siliguri City of India through the RMS-WQI model incorporating the data-driven approaches
Parween, S., Olbert, A. I., Bamal, A., Sajib, A. M., Diganta, M. T. M., Hasan, M. A., Ahmed, Y., Moniruzzaman, M., Rahman, A. & Uddin, M. G., Jan 2026, In: City and Environment Interactions. 29, p. 1-21 21 p., 100270.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
An Adaptive Learning System for Anomaly Detection in SDN
Ferdous, E., Rahman, G., Mahmood, A., Rehman, S. & Islam, Z., 28 Jan 2026, IEEE International Conference on Systems, Man, and Cybernetics (SMC).Research output: Book chapter/Published conference paper › Conference paper › peer-review
Datasets
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BeliN: Bengali religious news corpus
Osama, M. (Creator), Dey, A. (Creator), Ahmed, K. (Creator) & Kabir, A. (Creator), Elsevier, 01 Jan 2025
https://github.com/akabircs/BeliN
Dataset
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VANER
Bian, J. (Creator), Zhai, W. (Creator), Huang, X. (Creator), Zheng, J. (Creator) & Zhu, S. (Creator), IOS Press, 2025
https://github.com/Eulring/VANER/tree/main/data/vaner_datacohort
Dataset
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MultiFusion2HPO
Zhai, W. (Creator), Deng, Y. (Creator), Huang, X. (Creator), Wang, S. (Creator) & Zhu, S. (Creator), IEEE Press, 2025
https://github.com/ZhuLab-Fudan/MultiFusion2HPO/tree/main/data
Dataset
Prizes
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1st Prize in the 2025 IEEE Engineering Medicine and Biology Prize Paper Award
Zheng, L. (Recipient) & Soomro, T. (Recipient), 2025
Prize: External prize
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2022 Charles Sturt Excellence Awards - Highly Commended Award
Zheng, L. (Recipient), 07 Dec 2022
Prize: Award › Internal award
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2024 Excellence Award (Research)
Rahman, A. (Recipient), Zheng, L. (Recipient), Shillabeer, A. (Recipient), Moni, M. A. (Recipient), Kabir, A. (Recipient), Paul, M. (Recipient), Charlton, P. (Recipient), Islam, Z. (Recipient), Huang, X. (Recipient), Islam, R. (Recipient), Bewong, M. (Recipient), Khan, M. A. (Recipient), Al-Saggaf, Y. (Recipient), Rehman, S. (Recipient), Li, Z. (Recipient), Dahshan, M. (Recipient), Debnath, T. (Recipient), Mamun, Q. (Recipient), Burmeister, O. (Recipient), Bossomaier, T. (Recipient), Demskoy, D. (Recipient), Tien, D. (Recipient), Altas, I. (Recipient), Bhattacharya, M. (Recipient) & Howarth, J. (Recipient), 30 Nov 2024
Prize: Award › Internal award
Activities
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The 40th Annual AAAI Conference on Artificial Intelligence AAAI-26 (Event)
Huang, X. (Member)
20 Jan 2026 → 27 Jan 2026Activity: Membership › Committees and working groups › Academic
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The 34th International Joint Conference on Artificial Intelligence (IJCAI-25)
Huang, X. (Reviewer)
Apr 2025 → …Activity: Participating in or organising an event › Conference/Symposium › Academic
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The 33rd ACM International Conference on Multimedia
Huang, X. (Reviewer)
26 Apr 2025 → 18 May 2025Activity: Participating in or organising an event › Conference/Symposium › Academic
Press/Media
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'Real-world' engineering solution lands regional students national award win
06/01/26
1 item of Media coverage
Press/Media: Press / Media
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Central West engineering students win 2024 Engineers Without Borders uni student challenge
12/12/24
1 Media contribution
Press/Media: Press / Media
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IT research improves efficiency and competitiveness in business operations world-wide
Bartlett, L. & Kabir, A.
19/11/24
1 item of Media coverage
Press/Media: Press / Media
Impacts
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Advancing Domain-Specific Knowledge Graph Construction: Influencing Innovations in Customized Knowledge Graph Technologies
Kabir, M. A. (Creator)
Impact: Other Impact
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Enhancing Spatial Data Analysis Public Policy: The Influence of Multimodal Interaction Research on the AIDEA Project
Kabir, M. A. (Creator)
Impact: Public policy Impact
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Listening to children's voices and perspectives to inform healthcare and education policy and procedures
Gregoric, C. (Creator), McLeod, S. (Creator), Grant, J. (Creator), Hopf, S. (Creator), Murray, E. (Creator), Verdon, S. (Creator), Andrews, K. (Creator), Blake, H. (Creator), Cox, R. (Creator), Davies, J. (Creator), Dealtry, L. (Creator), Dean, C. (Creator), Downey, B. (Creator), Du, J. T. (Creator), Elwick, S. (Creator), Freire, K. (Creator), Gibbs, L. (Creator), Hoffman, L. (Creator), Huser, C. (Creator), Ivory, N. (Creator), Krecko, J. (Creator), Margetson, K. (Creator), McLeod, A. (Creator), Rahman, A. (Creator), Rassafiani, M. (Creator), Sikder, S. (Creator), Smith, L. (Creator), Tribolet, K.-A. (Creator), Stenson, S. (Creator), Woodhead, E.-J. (Creator) & Zischke, C. (Creator)
Impact: Quality of life Impact, Social Impact
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