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Our research centred around topics in visual computing, with a particular focus on modelling spatio-temporal information with responsible AI. We publish in the fields of Computer Vision, Computer Graphics, Machine Learning and Biomedical Engineering.
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Editorships
Journal Papers
Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills
Impact Factor: 3.0† Top 25% Journal in Education & Educational Research† Advances in Health Sciences Education (AHSE), 2024
Merryn D. Constable, Francis Xiatian Zhang, Tony Conner, Daniel Monk, Jason Rajsic, Claire Ford, Laura Jillian Park, Alan Platt, Debra Porteous, Lawrence Grierson and Hubert P. H. Shum
Topics: Motion Analysis, Datasets
Webpage DOI Cite This Cite Wikipedia Paper DatasetA Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis
Impact Factor: 4.7† Top 25% Journal in Computer Science, Software Engineering† Citation: 11#IEEE Transactions on Visualization and Computer Graphics (TVCG) - Proceedings of the 2023 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2023
Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin and Xiaohui Liang
Topics: Virtual Reality, Motion Analysis, Biomedical Engineering, Video Analysis, Healthcare Diagnosis, Responsible AI
Webpage DOI Cite This Cite Wikipedia Paper YouTube VideoA Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants
Impact Factor: 4.8† Citation: 27#IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2022
Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis
Webpage DOI Cite This Cite Wikipedia Paper GitHubAbnormal Infant Movements Classification with Deep Learning on Pose-Based Features
REF 2021 Submitted Output Impact Factor: 3.4† Citation: 70#IEEE Access, 2020
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Datasets, Healthcare Diagnosis, Responsible AI
Webpage DOI Cite This Cite Wikipedia Paper GitHubConference Papers
Posters
Serious Games with Human-Object Interactions using RGB-D Camera
Proceedings of the 2013 ACM International Conference on Motion in Games (MIG) Posters, 2013
Hubert P. H. Shum
Topics: 3D Reconstruction, Interaction Modelling, Environment Sensing
Webpage Cite This Cite Wikipedia PaperBook Chapters
Eprints
Patents
Thesis
† According to Journal Citation Reports 2023
‡ According to Core Ranking 2023
# According to Google Scholar 2024