no code implementations • 8 Apr 2024 • Baiyi Li, Edmond S. L. Ho, Hubert P. H. Shum, He Wang
Close and continuous interaction with rich contacts is a crucial aspect of human activities (e. g. hugging, dancing) and of interest in many domains like activity recognition, motion prediction, character animation, etc.
no code implementations • 21 Dec 2023 • Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Silvia Del Din, Hubert P. H. Shum
The accuracy of diagnosis ranges between 73% and 84%, and is influenced by the experience of the clinical assessor.
no code implementations • 17 May 2023 • Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho, Hubert P. H. Shum
We present a software that predicts non-cleft facial images for patients with cleft lip, thereby facilitating the understanding, awareness and discussion of cleft lip surgeries.
no code implementations • 3 Apr 2023 • Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung
Learning view-invariant representation is a key to improving feature discrimination power for skeleton-based action recognition.
no code implementations • 6 Sep 2022 • Haozheng Zhang, Edmond S. L. Ho, Hubert P. H. Shum
Early prediction is clinically considered one of the essential parts of cerebral palsy (CP) treatment.
1 code implementation • 18 Aug 2022 • Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum
As a result, we propose a solution that explicitly takes both individual joint features and inter-joint features as input, relieving the system from the need of discovering more complicated features from small data.
1 code implementation • 1 Aug 2022 • Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth, Hubert P. H. Shum
A Cleft lip is a congenital abnormality requiring surgical repair by a specialist.
1 code implementation • 23 Jul 2022 • Aman Goel, Qianhui Men, Edmond S. L. Ho
In this paper, we propose a novel way to create realistic human reactive motions which are not presented in the given dataset by mixing and matching different types of close interactions.
1 code implementation • 14 Jul 2022 • Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum
To this end, we propose to classify Parkinson's tremor since it is one of the most predominant symptoms of PD with strong generalizability.
1 code implementation • 11 Jul 2022 • Manli Zhu, Edmond S. L. Ho, Hubert P. H. Shum
Our network exploits the spatial connections between human keypoints and object keypoints to capture their fine-grained structural interactions via graph convolutions.
Ranked #22 on Human-Object Interaction Detection on V-COCO
no code implementations • 24 Apr 2022 • Marco Marchetti, Edmond S. L. Ho
Nowadays, we are more and more reliant on Deep Learning (DL) models and thus it is essential to safeguard the security of these systems.
no code implementations • 24 Apr 2022 • Vidya Rohini Konanur Sathish, Wai Lok Woo, Edmond S. L. Ho
Identifying sleep stages and patterns is an essential part of diagnosing and treating sleep disorders.
1 code implementation • 23 Apr 2022 • Haozheng Zhang, Hubert P. H. Shum, Edmond S. L. Ho
Our prediction performance achieves state-of-the-art research on both datasets.
no code implementations • 1 Oct 2021 • Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung
Our key insights are two-fold.
no code implementations • 9 Jun 2021 • Kevin D. McCay, Edmond S. L. Ho, Dimitrios Sakkos, Wai Lok Woo, Claire Marcroft, Patricia Dulson, Nicholas D. Embleton
Providing early diagnosis of cerebral palsy (CP) is key to enhancing the developmental outcomes for those affected.
no code implementations • 8 Jun 2021 • Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum
To highlight the capacity of the deep network in modelling input features, we utilize raw joint positions instead of hand-crafted features.
1 code implementation • 18 Oct 2019 • Dimitrios Sakkos, Hubert P. H. Shum, Edmond S. L. Ho
A core challenge in background subtraction (BGS) is handling videos with sudden illumination changes in consecutive frames.
no code implementations • 20 Aug 2019 • He Wang, Edmond S. L. Ho, Hubert P. H. Shum, Zhanxing Zhu
In this paper, we propose a new deep network to tackle these challenges by creating a natural motion manifold that is versatile for many applications.
no code implementations • IEEE Access 2019 • Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H.
Foreground-background segmentation has been an active research area over the years.
Ranked #1 on Video Background Subtraction on SABS