Projects per year
Personal profile
Biography
Abdesselam Bouzerdoum (M’89–SM’03 IEEE) graduated with MSEE and Ph.D. degrees from the University of Washington, Seattle, USA. In 1991, he joined Adelaide University, South Australian, and from 1998 to 2004 he was an Associate Professor with Edith Cowan University, Perth, Western Australia. In September 2004, he was appointed Professor of Computer Engineering and Head of School of Electrical, Computer & Telecommunications Engineering at the University of Wollongong. From 2007 to 2013, he served as Associate Dean (Research), Faculty of Informatics. Since March 2017, he has also been a Professor with Hamad Bin Khalifa University (HBKU), Qatar. Dr. Bouzerdoum held several Visiting Professor Appointments at Institut Galilée, Université Paris-13, LAAS/CNRS, Toulouse, France, Villanova University, USA, and the Hong Kong University of Science and Technology. From 2009 to 2011, he was a member of the ARC College of Experts and Deputy Chair of the EMI panel (2010–2011).
Dr. Bouzerdoum is the recipient of the Eureka Prize for Outstanding Science in Support of Defence or National Security (2011), the Chester Sall Award of IEEE Trans. Consumer Electronics (2005), and a Distinguished Researcher Award (Chercheur de Haut Niveau) from the French Ministry (2001). He served as Associate Editor for 5 International journals, including IEEE TRANS. IMAGE PROCESSEING, IEEE TRANS. SYSTEMS, MAN, AND CYBERNETICS (1999–2006). He has published over 350 technical articles and graduated over 30 Ph.D. and Research Masters students. His research interest include radar imaging and signal processing, image processing, vision, machine learning, and pattern recognition.
Research Interests
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Signal and Image Processing
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Machine Learning
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Radar Imaging
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Vision and Visual Processing
Experience
Professor
CSE, Hamad Bin Khalifa University, Qatar
March 2017 to present
Senior Professor of Computer Engineering
Univ. of Wollongong, Australia
Jan. 2015 to present
Professor of Computer Engineering
Univ. of Wollongong (UOW)
Sep. 2004 – Dec. 2014
Associate Dean (Research)
Faculty of Informatics, UOW, Australia
Jan. 2007 – 2013
Head of School, Electrical
School of Computer & Telecommunications Engineering, University of Wollongong, Australia
Sep. 2004 – Dec. 2006
Associate Professor
Edith Cowan University, Australia
Jan. 1998 – Sep. 2004
Director of the Centre for Very High Speed Microelectronic Systems
Jan. 2004 – Sep. 2004
Deputy Director, Centre for Very High Speed Microelectronic Systems
Jan. 1999 – 2003
Senior Assistant Professor
University of Adelaide, Adelaide, Australia
Jan. 1995 – Dec. 1997
Assistant Professor
University of Adelaide, Adelaide, Australia
Jun. 1992 – Dec. 1994
Research Associate
University of Adelaide, Adelaide, Australia
July 1991 – May 1992
Research Assistant
University of Washington, Seattle, USA
1985–1991
Education/Academic qualification
PhD, Electrical Engineering, University of Washington
Award Date: 1 Jan 1991
Master, Electrical Engineering, University of Washington
Award Date: 1 Jan 1986
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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EX-QNRF-PPM-7: Artificial Intelligence and Precision Lifestyle Medicine: Unlocking the complex relationship between genes and environment
Yang, D. (Lead Principal Investigator), Bouzerdoum, A. (Co-Lead Principal Investigator), Al-Thani, D. M. (Lead Principal Investigator) & Leventakou, D. V. (Principal Investigator)
7/01/24 → 7/01/28
Project: Experimental Development/Translation Research
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EX-QNRF-NPRPS-13: Artificial Intelligence Assisted and Computationally Efficient Smart Vision Sensor
Bermak, A. (Lead Principal Investigator), Bouzerdoum, A. (Principal Investigator), Akbar, M. A. G. (Post Doctoral Fellow) & Abubakar, A. (Graduate Student)
19/04/21 → 19/10/24
Project: Applied Research
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EX-QNRF-NPRPS-57: Big Crowd Data Analytics using Bayesian Inference and Deep Learning
Bouzerdoum, A. (Lead Principal Investigator), Haboub, A. (Graduate Student), Assistant-3, R. (Research Assistant), Associate-2, R. (Research Associate), Filali, P. F. (Principal Investigator) & Phung, P. S. L. (Principal Investigator)
5/01/20 → 5/08/23
Project: Applied Research
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KNNOR-Reg: A python package for oversampling in imbalanced regression[Figure presented]
Belhaouari, S. B., Islam, A., Kassoul, K., Al-Fuqaha, A. & Bouzerdoum, A., Mar 2025, In: Software Impacts. 23, 100740.Research output: Contribution to journal › Article › peer-review
Open Access -
AdaptorNAS: A New Perturbation-Based Neural Architecture Search for Hyperspectral Image Segmentation
Ang, S. P., Phung, S. L., Bui, L. & Bouzerdoum, A., 1 Mar 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 3, p. 1559-1571 13 p.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
A Deep Learning-Based Method for Crowd Counting Using Shunting Inhibition Mechanism
Tivive, F. H. C., Bouzerdoum, A., Phung, S. L., Le, H. T. & Baali, H., 14 Aug 2024, In: IEEE Transactions on Artificial Intelligence. 5, 11, p. 5733-5745 13 p.Research output: Contribution to journal › Article › peer-review
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Bio-DETR: A Transformer-based Network for Pest and Seed Detection with Hyperspectral Images
Di, Y., Phung, S. L., Van Den Berg, J., Clissold, J., Bui, L., Le, H. T. & Bouzerdoum, A., 5 Jul 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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DAP: A dataset-agnostic predictor of neural network performance
Ang, S. P., Duong, S. T. M., Phung, S. L. & Bouzerdoum, A., 28 May 2024, In: Neurocomputing. 583, 10 p., 127544.Research output: Contribution to journal › Article › peer-review
Open Access