Research output per year
Research output per year
Organization 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.
Fingerprint
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots or
Profiles
Research output
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3DSMDA-Net: An improved 3DCNN with separable structure and multi-dimensional attention for welding status recognition
Liu, T., Wang, J., Huang, X., Lu, Y. & Bao, J., Feb 2021, In: Journal of Manufacturing Systems.Research output: Contribution to journal › Article › peer-review
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A cross-sectional study of anxiety, stress, perception and mental health towards online learning of school children in India during COVID-19
Harjule, P., Rahman, A. & Agarwal, B., 2021, In: Journal of Interdisciplinary Mathematics. p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
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A knowledge discovery and visualisation method for unearthing emotional states from physiological data
Costadopoulos, N., Islam, M. Z. & Tien, D., Mar 2021, In: International Journal of Machine Learning and Cybernetics. 12, p. 843-858 16 p.Research output: Contribution to journal › Article › peer-review
Prizes
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Charles Sturt 2020 Excellence Awards
Fowler, R. (Recipient), Winslade, Matthew (Recipient), Lew, H. (Recipient), Jackson, A. (Recipient), Fletcher, D. (Recipient), Plunkett, F. (Recipient), Paton, J. (Recipient), Olsen, K. (Recipient), Howell, L. (Recipient), Tenison, M. (Recipient), Burton, M. (Recipient), Wise, T. (Recipient), Tenison, M. (Recipient), McLeod, A. (Recipient), Briggs, T. (Recipient), Ahern, Sharon (Recipient), Driver, J. (Recipient), Sugumaran, M. (Recipient), Power, Clare (Recipient), Mason, D. (Recipient), Bird, S. (Recipient), Schiller-Hartnett, T. (Recipient), Spalding, Nicky (Recipient), Sykes, N. (Recipient), Campbell, Lisa (Recipient), Callander, S. (Recipient), Uchalla, Yangi (Recipient), Murrell-Orgill, K. (Recipient), Pasanai, Suzanne (Recipient), Carroll, Mary (Recipient), Garrison, Kasey (Recipient), Derouet, Liz (Recipient), Erskine, Victoria (Recipient), Grainger, J. (Recipient), Bracken, Liz (Recipient), Welsh, K. (Recipient), Edmanson, L. (Recipient), Wong, J. (Recipient), Blundell, B. (Recipient), Lotz, L. (Recipient), Weller, J. (Recipient), Brakell, Karen (Recipient), Cameron, Shara (Recipient), Devitt, Josh (Recipient), Lindsay, Euan (Recipient), Mahinroosta, Reza (Recipient), Morgan, Jim (Recipient), Krishna Pillai, Karthika (Recipient), Senevirathna, Lala (Recipient), Shaeri, Saeed (Recipient), Thew, P. (Recipient), Miles, S. (Recipient), Macfarlane, T. (Recipient), Quinton, Stephanie (Recipient), Taylor, J. (Recipient), Patton, Narelle (Recipient), Sharrock, S. (Recipient), Rowley, L. (Recipient), Jenkins, M. (Recipient), King, K. (Recipient), Bonham, S. (Recipient), Causer, A. (Recipient), Stone, J. (Recipient), Clements, J. (Recipient), Vickers, B. (Recipient), Smith, D. (Recipient), Dalton, A. (Recipient), Kaandorp, J. (Recipient), Astrup, M. (Recipient), Wilson, L. (Recipient), Menz, V. (Recipient), Mitchell, P. (Recipient), Foley, S. (Recipient), Van Deventer, J. (Recipient), Pope, W. (Recipient), van Huet, Helen (Recipient), Barry, Kym (Recipient), Bradow, J. (Recipient), Corrigan, Rosemary (Recipient), Costigan, M. (Recipient), Denton, M. (Recipient), Diamond, Adam (Recipient), Eastwood, Michelle (Recipient), Kilgour, Andrew (Recipient), Lustig, K. (Recipient), Matheson, Annabel (Recipient), Mulquiney, Tameeka (Recipient), Pengelly, J. (Recipient), Petrie, Eileen (Recipient), Robson, Kristy (Recipient), Roman, Noelia (Recipient), Southwell, Alison (Recipient), Simpson, Maree (Recipient) & Howard, J. (Recipient), 08 Dec 2020
Prize: Award
Activities
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PacificVis 2021 Visualization (Event)
Xiaodi Huang (Reviewer)
2021Activity: Publication peer-review and editorial work › Peer review responsibility, including review panel or committee
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IEEE Transactions on Learning Technologies (Journal)
Xiaodi Huang (Reviewer)
07 Feb 2021Activity: Publication peer-review and editorial work › Peer review responsibility, including review panel or committee
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National Intelligence and Security Discovery Research Grants Program --Assessor
Xiaodi Huang (Participant)
2021Activity: Academic engagement & professional development › Grant review responsibilities
Press / Media
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Local faces from across the globe: Bathurst celebrates Harmony Week
15/03/21
1 item of Media coverage
Press/Media: Press / Media
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We need more women in AI and data science: How can we make it happen?
13/03/21
1 item of Media coverage
Press/Media: Press / Media
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Researchers assist local council with PFAS contamination management
Reza Mahinroosta & Lala Senevirathna
05/02/21
1 Media contribution
Press/Media: Press / Media