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Research Publications - Datasets / Selected Publications

Select a Topic: All Motion Analysis Character Animation Biomedical Engineering Interaction Modelling Video Analysis Action Recognition 3D Reconstruction Healthcare Diagnosis Crowd Modelling Environment Sensing Virtual Reality Surface Modelling Face Modelling Responsible AI Robotics Hands and Gestures Surveillance Cybersecurity Artwork Analysis Medical Imaging Air and Space Datasets Literature Review

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We construct benchmark datasets that facilitate research development in computer vision, computer graphics and biomedical engineering.

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2024

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, Biomedical Engineering
Webpage Cite This Paper Dataset

2022

Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos H5-Index: 206^# Core A* Conference^‡ Citation: 16^#
Proceedings of the 2022 European Conference on Computer Vision (ECCV), 2022
Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima and Hubert P. H. Shum
Topics: Interaction Modelling, Action Recognition, Video Analysis, Datasets
Webpage Cite This Paper Supplementary Material Dataset GitHub

360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network Core A* Conference^‡ Citation: 19^#
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2022
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Topics: 3D Reconstruction, Environment Sensing, Video Analysis, Datasets
Webpage Cite This Paper YouTube Part 1 YouTube Part 2

UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery
Proceedings of the 2022 International Conference on Computer Vision Theory and Applications (VISAPP), 2022
Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon and Hubert P. H. Shum
Topics: Surveillance, Datasets, Air and Space
Webpage Cite This Paper GitHub

2021

DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications H5-Index: 51^# Citation: 18^#
Proceedings of the 2021 International Conference on 3D Vision (3DV), 2021
Li Li, Khalid N. Ismail, Hubert P. H. Shum and Toby P. Breckon
Topics: Robotics, 3D Reconstruction, Environment Sensing, Datasets
Webpage Cite This Paper Dataset GitHub YouTube

Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark H5-Index: 80^# Citation: 88^#
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021
Brian K. S. Isaac-Medina, Matthew Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon and Hubert P. H. Shum
Topics: Surveillance, Video Analysis, Datasets, Air and Space
Webpage Cite This Paper GitHub

2020

Interaction-Based Human Activity Comparison REF 2021 Submitted Output Impact Factor: 4.7^† Top 25% Journal in Computer Science, Software Engineering^† Citation: 27^#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Motion Analysis, Interaction Modelling, Action Recognition, Datasets
Webpage Cite This Paper Dataset GitHub YouTube

Sparse Metric-Based Mesh Saliency Impact Factor: 5.5^† Top 25% Journal in Computer Science, Artificial Intelligence^† Citation: 11^#
Neurocomputing, 2020
Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li and Nauman Aslam
Topics: Surface Modelling, Datasets
Webpage Cite This Paper Dataset GitHub

Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features REF 2021 Submitted Output Impact Factor: 3.4^† Citation: 77^#
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 Cite This Paper GitHub

2018

Action Recognition from Arbitrary Views Using Transferable Dictionary Learning REF 2021 Submitted Output Impact Factor: 10.8^† Top 10% Journal in Computer Science, Artificial Intelligence^† Citation: 65^#
IEEE Transactions on Image Processing (TIP), 2018
Jingtian Zhang, Hubert P. H. Shum, Jungong Han and Ling Shao
Topics: Action Recognition, Datasets
Webpage Cite This Paper Dataset

Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait REF 2021 Submitted Output Impact Factor: 4.8^† Citation: 27^#
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2018
Worasak Rueangsirarak, Jingtian Zhang, Nauman Aslam and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Datasets, Healthcare Diagnosis, Responsible AI
Webpage Cite This Paper Dataset GitHub

2016

Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data H5-Index: 122^# Core A* Conference^‡ Citation: 16^#
Proceedings of the 2016 IEEE International Conference on Robotics and Automation (ICRA), 2016
Jingtian Zhang, Lining Zhang, Hubert P. H. Shum and Ling Shao
Topics: Action Recognition, Datasets
Webpage Cite This Paper Dataset GitHub

† According to Journal Citation Reports 2023
‡ According to Core Ranking 2023
# According to Google Scholar 2024

Last updated on 2 March 2025
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