Projects per year
Personal profile
Research Statement
Dr. Zhou's research specialisation is pattern recognition and image analysis. This is an interdisciplinary research area that draws his experience and training onto image understanding, robotics/intelligent systems and data mining. Image analysis has been continuously applied in the fields as diverse as visual surveillance, medicine, robotics and human-computer interface. The aim is to develop algorithms/systems that enable effective and efficient image segmentation, object detection and tracking, 3-D reconstruction and event search and retrieval. His research to date has focused on the development of machine learning algorithms that allow a system to better describe images while representing/inferring structures. His research has been or is supported by UK EPSRC, EU ICT, Royal Society, Innovate UK, Leverhumle Trust, Puffin Trust, Invest NI and industry.
Teaching
Web and Mobile App Development (CSC3054/7054). Spring, 2017.
Web and Mobile App Development (CSC3054/7054). Spring, 2016.
Web and Mobile App Development (CSC3054/7054). Spring, 2015.
Web and Mobile App Development (CSC3054/7054). Spring, 2014.
Web and Mobile App Development (CSC7054). Spring, 2013.
Emerging Human Based Security: Biometrics (CSC7002). Spring, 2010.
Interests
Computer vision, human-computer interaction, machine learning and data mining.
Other
Huiyu Zhou obtained a Bachelor of Engineering degree in Radio Technology from Huazhong University of Science and Technology of China, and a Master of Science degree in Biomedical Engineering from University of Dundee of United Kingdom, respectively. He was then awarded a Doctor of Philosophy degree in Computer Vision from Heriot-Watt University, Edinburgh, United Kingdom.
Dr. Zhou is currently leading the Biomedical Image Processing Lab at Queen's University of Belfast. He has published widely in the field. He was the recipient of "CVIU 2012 Most Cited Paper Award", "ICPRAM 2016 Best Paper Award in the Area of Applications" and was shortlisted for "ICPRAM 2017 Best Student Paper Award" and "MBEC 2006 Nightingale Prize". He currently serves as the Editor-in-Chief of Recent Advances in Electrical & Electronic Engineering, Associate Editor of IEEE Transactions on Human-Machine Systems and is on the Editorial Boards of several refereed journals. He is a Guest Co-Editor of IEEE Communications Magazine, J. of Skin Cancer, Pattern Recognition, Neurocomputing, Signal Processing, Signal, Image and Video Processing, Scientific World Journal and Journal of Electrical and Computer Engineering.
Dr. Zhou has been an external examiner for PhD candidates from several universities of UK and India. He is a reviewer of research grant proposals for RCUK, EPSRC, NEAT and RSE. He is one of the Technical Committee of "Information Assurance & Intelligent Multimedia-Mobile Communications in IEEE SMC Society", "Biometrics Task Force" and "Robotics Task Force" of the Intelligent Systems Applications Technical Committee, IEEE Computational Intelligence Society. His group webpage: http://sites.google.com/site/huiyujoe/.
Particulars
PhD students recruitments, 2017/18.
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Projects
R6570ECI: Smart Distribution Grid: a Market Driven Approach for the Next Generation of Advanced Operation Models and Services
Zhou, H., Crookes, D. & Miller, P.
26/07/2017 → 31/03/2021
Project: Research
R3924ECI: CSIT Phase 2
O'Neill, M., Martinez-del-Rincon, J., McCanny, J. V., McLaughlin, K., Miller, P., O'Kane, P., O'Sullivan, E., Rafferty, C., Scott-Hayward, S., Sezer, S. & Zhou, H.
03/05/2017 → …
Project: Research
Research Output
Hierarchical Task Network Planning with Common-Sense Reasoning for Multiple-People Behaviour Analysis
Santofimia, M. J., Martinez del Rincon, J., Hong, X., Zhou, H., Miller, P., Villa, D. & Lopez, J. C., 01 Mar 2017, In : Expert Systems with Applications. 69, p. 118-134 17 p.Research output: Contribution to journal › Article
Open Access
File
1
Citation
(Scopus)
248
Downloads
(Pure)
“Signal, image and video processing” special issue: Semantic representations for social behavior analysis in video surveillance systems
Zhang, S., Zhou, H., Zhang, B., Han, Z. & Guo, Y., Dec 2014, In : Signal, Image and Video Processing. 8, 1 (Supplement), p. 73-74 2 p.Research output: Contribution to journal › Editorial
4
Citations
(Scopus)
Special issue: Life system modeling and simulation
Zhou, H., Gu, D., Wang, L. & Fei, M., 22 Jan 2016, In : Neurocomputing. 174 , Part A, p. 454-455 2 p.Research output: Contribution to journal › Editorial
Robust visual tracking using structurally random projection and weighted least squares
Zhang, S., Zhou, H., Jiang, F. & Li, X., Nov 2015, In : IEEE Transactions on Circuits and Systems for Video Technology. 25, 11, p. 1749-1760 12 p.Research output: Contribution to journal › Article
Open Access
File
102
Citations
(Scopus)
240
Downloads
(Pure)
Evidential event inference in transport video surveillance
Hong, X., Huang, Y., Ma, W., Varadarajan, S., Miller, P., Liu, W., Romero, M. J. S., Martinez del Rincon, J. & Zhou, H., 2016, In : Computer Vision and Image Understanding. 144, p. 276-297 22 p.Research output: Contribution to journal › Article
Open Access
File
8
Citations
(Scopus)
235
Downloads
(Pure)
Prizes
The Best Paper Award for "Applications of fuzzy theory in performance evaluation of medical equipment"
Zhou, Huiyu (Recipient), May 1993
Prize: Prize (including medals and awards)
One of the eight candidates nominated for the “Nightingale Prize”
Zhou, Huiyu (Recipient), Jun 2006
Prize: Prize (including medals and awards)
Best Paper Award in the Area of Applications, ICPRAM 2016, Rome, Italy
Zhou, Huiyu (Recipient), 24 Feb 2016
Prize: Prize (including medals and awards)
Activities
International Conference on Advanced Electronic Science and Technology (AEST)
Huiyu Zhou (Keynote/plenary speaker)
19 Aug 2016 → 21 Aug 2016
Activity: Participating in or organising an event types › Participation in conference
IEEE International Conference on Intelligent Systems
Huiyu Zhou (Invited speaker)
04 Sep 2016 → 06 Sep 2016
Activity: Participating in or organising an event types › Participation in conference
International Conference on Computer Vision
Huiyu Zhou (Member of programme committee)
01 Apr 2015 → 01 Aug 2015
Activity: Participating in or organising an event types › Participation in conference
British Machine Vision Conference
Huiyu Zhou (Member of programme committee)
01 Apr 2015 → 01 Jul 2015
Activity: Participating in or organising an event types › Participation in conference
IEEE International Conference on Tools with Artificial Intelligence
Huiyu Zhou (Member of programme committee)
01 May 2015 → 01 Aug 2015
Activity: Participating in or organising an event types › Participation in conference
Thesis
Peroxidase-Mimicking Nanomaterials for the Detection of Mercury(II) Ions in Water Matrices
Author: Logan, N., Jul 2020Supervisor: Elliott, C. (Supervisor), Cao, C. (Supervisor) & Zhou, H. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy