Outputs (6)

A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants (2021)
Journal Article
McCay, K. D., Hu, P., Shum, H. P., Woo, W. L., Marcroft, C., Embleton, N. D., …Ho, E. S. (2022). A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 8-19. https://doi.org/10.1109/tnsre.2021.3138185

The early diagnosis of cerebral palsy is an area which has recently seen significant multi-disciplinary research. Diagnostic tools such as the General Movements Assessment (GMA), have produced some very promising results. However, the prospect of aut... Read More about A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants.

PyTorch-based Implementation of Label-aware Graph Representation for Multi-class Trajectory Prediction (2021)
Journal Article
Men, Q., & Shum, H. P. (2022). PyTorch-based Implementation of Label-aware Graph Representation for Multi-class Trajectory Prediction. Software impacts, 11, Article 100201. https://doi.org/10.1016/j.simpa.2021.100201

Trajectory Prediction under diverse patterns has attracted increasing attention in multiple real-world applications ranging from urban traffic analysis to human motion understanding, among which graph convolution network (GCN) is frequently adopted w... Read More about PyTorch-based Implementation of Label-aware Graph Representation for Multi-class Trajectory Prediction.

GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction (2021)
Journal Article
Men, Q., Shum, H. P., Ho, E. S., & Leung, H. (2022). GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction. Computers and Graphics, 102, 634-645. https://doi.org/10.1016/j.cag.2021.09.014

Creating realistic characters that can react to the users’ or another character’s movement can benefit computer graphics, games and virtual reality hugely. However, synthesizing such reactive motions in human-human interactions is a challenging task... Read More about GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction.

Spoofing Detection on Hand Images Using Quality Assessment (2021)
Journal Article
Bera, A., Dey, R., Bhattacharjee, D., Nasipuri, M. *., & Shum, H. (2021). Spoofing Detection on Hand Images Using Quality Assessment. Multimedia Tools and Applications, 80(19), 28603-28626. https://doi.org/10.1007/s11042-021-10976-z

Recent research on biometrics focuses on achieving a high success rate of authentication and addressing the concern of various spoofing attacks. Although hand geometry recognition provides adequate security over unauthorized access, it is susceptible... Read More about Spoofing Detection on Hand Images Using Quality Assessment.

3D car shape reconstruction from a contour sketch using GAN and lazy learning (2021)
Journal Article
Nozawa, N., Shum, H. P., Feng, Q., Ho, E. S., & Morishima, S. (2022). 3D car shape reconstruction from a contour sketch using GAN and lazy learning. Visual Computer, 38(4), 1317-1330. https://doi.org/10.1007/s00371-020-02024-y

3D car models are heavily used in computer games, visual effects, and even automotive designs. As a result, producing such models with minimal labour costs is increasingly more important. To tackle the challenge, we propose a novel system to reconstr... Read More about 3D car shape reconstruction from a contour sketch using GAN and lazy learning.

Two-stage human verification using HandCAPTCHA and anti-spoofed finger biometrics with feature selection (2021)
Journal Article
Bera, A., Bhattacharjee, D., & Shum, H. P. (2021). Two-stage human verification using HandCAPTCHA and anti-spoofed finger biometrics with feature selection. Expert Systems with Applications, 171, https://doi.org/10.1016/j.eswa.2021.114583

This paper presents a human verification scheme in two independent stages to overcome the vulnerabilities of attacks and to enhance security. At the first stage, a hand image-based CAPTCHA (HandCAPTCHA) is tested to avert automated bot-attacks on the... Read More about Two-stage human verification using HandCAPTCHA and anti-spoofed finger biometrics with feature selection.