Hubert P. H. Shum

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 146

Top Venues

CoRR

MIG

SKIMA

IEEE Trans. Vis. Comput. Graph.

Publications

Merryn D. Constable, Hubert P. H. Shum, Stephen Clark
Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review. CoRR (2024)
Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert P. H. Shum
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient. CoRR (2023)
Jiaxu Liu, Zhengdi Yu, Toby P. Breckon, Hubert P. H. Shum
: Unsupervised 3D Semantic Scene Segmentation. CoRR (2023)
Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert P. H. Shum
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient. ICCV (2023)
Qi Feng, Hubert P. H. Shum, Shigeo Morishima
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation. ISMAR (2023)
Ziyi Chang, Edmund J. C. Findlay, Haozheng Zhang, Hubert P. H. Shum
Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models. VISIGRAPP (1: GRAPP) (2023)
Luca Crosato, Kai Tian, Hubert P. H. Shum, Edmond S. L. Ho, Yafei Wang, Chongfeng Wei
Social Interaction-Aware Dynamical Models and Decision Making for Autonomous Vehicles. CoRR (2023)
Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum, Garry Elvin
Image editing-based data augmentation for illumination-insensitive background subtraction. J. Enterp. Inf. Manag. 36 (3) (2023)
Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang
A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments. ISMAR (2023)
Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho, Hubert P. H. Shum
INCLG: Inpainting for non-cleft lip generation with a multi-task image processing network. Softw. Impacts 17 (2023)
Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum, Chris G. Willcocks
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers. ICCV (2023)
Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung
Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition. CoRR (2023)
Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho, Chongfeng Wei
Interaction-Aware Decision-Making for Automated Vehicles Using Social Value Orientation. IEEE Trans. Intell. Veh. 8 (2) (2023)
Xiatan Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song, Hongxiao Jia
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI. ICONIP (9) (2023)
Li Li, Hubert P. H. Shum, Toby P. Breckon
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation. CVPR (2023)
Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song, Hongxiao Jia
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI. CoRR (2023)
Mridula Vijendran, Frederick W. B. Li, Hubert P. H. Shum
Tackling Data Bias in Painting Classification with Style Transfer. CoRR (2023)
Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei, Toby P. Breckon
Region-based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery. CVPR Workshops (2023)
Li Li, Hubert P. H. Shum, Toby P. Breckon
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation. CoRR (2023)
Mridula Vijendran, Frederick W. B. Li, Hubert P. H. Shum
Tackling Data Bias in Painting Classification with Style Transfer. VISIGRAPP (5: VISAPP) (2023)
Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho, Hubert P. H. Shum
INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network. CoRR (2023)
Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin, Xiaohui Liang
A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis. IEEE Trans. Vis. Comput. Graph. 29 (5) (2023)
Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung
Focalized contrastive view-invariant learning for self-supervised skeleton-based action recognition. Neurocomputing 537 (2023)
Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum
On the Design Fundamentals of Diffusion Models: A Survey. CoRR (2023)
Qi Feng, Hubert P. H. Shum, Shigeo Morishima
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation. CoRR (2023)
Kanglei Zhou, Yue Ma, Hubert P. H. Shum, Xiaohui Liang
Hierarchical Graph Convolutional Networks for Action Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Silvia Del Din, Hubert P. H. Shum
Pose-based Tremor Type and Level Analysis for Parkinson's Disease from Video. CoRR (2023)
Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum, Chris G. Willcocks
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers. CoRR (2023)
Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray. CoRR (2022)
Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum
Towards Graph Representation Learning Based Surgical Workflow Anticipation. BHI (2022)
Qianhui Men, Hubert P. H. Shum
PyTorch-based implementation of label-aware graph representation for multi-class trajectory prediction. Softw. Impacts 11 (2022)
Manli Zhu, Edmond S. L. Ho, Hubert P. H. Shum
A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection. CoRR (2022)
Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima, Hubert P. H. Shum
Geometric Features Informed Multi-person Human-Object Interaction Recognition in Videos. ECCV (4) (2022)
Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models. VRST (2022)
Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models. CoRR (2022)
Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum
Pose-Based Tremor Classification for Parkinson's Disease Diagnosis from Video. MICCAI (4) (2022)
Ruochen Li, Stamos Katsigiannis, Hubert P. H. Shum
Multiclass-SGCN: Sparse Graph-based Trajectory Prediction with Agent Class Embedding. CoRR (2022)
Ruochen Li, Stamos Katsigiannis, Hubert P. H. Shum
Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding. ICIP (2022)
Ziyi Chang, Edmund J. C. Findlay, Haozheng Zhang, Hubert P. H. Shum
Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models. CoRR (2022)
Haozheng Zhang, Edmond S. L. Ho, Hubert P. H. Shum
CP-AGCN: Pytorch-based attention informed graph convolutional network for identifying infants at risk of cerebral palsy. Softw. Impacts 14 (2022)
Haozheng Zhang, Hubert P. H. Shum, Edmond S. L. Ho
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks. EMBC (2022)
Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon, Hubert P. H. Shum
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification in Video Imagery. VISIGRAPP (4: VISAPP) (2022)
Haozheng Zhang, Edmond S. L. Ho, Hubert P. H. Shum
CP-AGCN: Pytorch-based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy. CoRR (2022)
Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye, Wai Lok Woo
RobIn: A robust interpretable deep network for schizophrenia diagnosis. Expert Syst. Appl. 201 (2022)
Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth, Hubert P. H. Shum
A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft Lip. CoRR (2022)
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum
A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction. CoRR (2022)
Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima, Hubert P. H. Shum
Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos. CoRR (2022)
Edmund J. C. Findlay, Haozheng Zhang, Ziyi Chang, Hubert P. H. Shum
Denoising Diffusion Probabilistic Models for Styled Walking Synthesis. CoRR (2022)
Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung
GAN-based reactive motion synthesis with class-aware discriminators for human-human interaction. Comput. Graph. 102 (2022)
Qi Feng, Hubert P. H. Shum, Shigeo Morishima
360 Depth Estimation in the Wild - the Depth360 Dataset and the SegFuse Network. VR (2022)
Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum
Towards Graph Representation Learning Based Surgical Workflow Anticipation. CoRR (2022)
Qi Feng, Hubert P. H. Shum, Shigeo Morishima
360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network. CoRR (2022)
Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray. EMBC (2022)
Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho, Shigeo Morishima
3D car shape reconstruction from a contour sketch using GAN and lazy learning. Vis. Comput. 38 (4) (2022)
Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho, Chongfeng Wei
Interaction-aware Decision-making for Automated Vehicles using Social Value Orientation. CoRR (2022)
Manli Zhu, Edmond S. L. Ho, Hubert P. H. Shum
A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection. SMC (2022)
Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum
Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video. CoRR (2022)
Haozheng Zhang, Hubert P. H. Shum, Edmond S. L. Ho
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks. CoRR (2022)
Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye, Wai Lok Woo
RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis. CoRR (2022)
John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang, Subramanian Ramamoorthy
Formation control for UAVs using a Flux Guided approach. Expert Syst. Appl. 205 (2022)
Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth, Hubert P. H. Shum
A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft Lip. BHI (2022)
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum
A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction. J. Medical Syst. 46 (11) (2022)
Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark. ICCVW (2021)
Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho, Hubert P. H. Shum
LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum
Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention. CoRR (2021)
Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung
A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction. IEEE Trans. Circuits Syst. Video Technol. 31 (9) (2021)
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum
Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention. BHI (2021)
Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri, Hubert P. H. Shum
Spoofing Detection on Hand Images Using Quality Assessment. CoRR (2021)
Ben A. Rainbow, Qianhui Men, Hubert P. H. Shum
Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction. SMC (2021)
Zhiying Leng, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang
Stable Hand Pose Estimation under Tremor via Graph Neural Network. VR (2021)
Li Li, Khalid N. Ismail, Hubert P. H. Shum, Toby P. Breckon
DurLAR: A High-Fidelity 128-Channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-Modal Autonomous Driving Applications. 3DV (2021)
Kanglei Zhou, Zhiyuan Cheng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang
STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising. ISMAR (2021)
He Wang, Edmond S. L. Ho, Hubert P. H. Shum, Zhanxing Zhu
Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling. IEEE Trans. Vis. Comput. Graph. 27 (1) (2021)
Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri, Hubert P. H. Shum
Spoofing detection on hand images using quality assessment. Multim. Tools Appl. 80 (19) (2021)
Daniel Organisciak, Brian K. S. Isaac-Medina, Matthew Poyser, Shanfeng Hu, Toby P. Breckon, Hubert P. H. Shum
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification. CoRR (2021)
Shanfeng Hu, Hubert P. H. Shum, Xiaohui Liang, Frederick W. B. Li, Nauman Aslam
Facial reshaping operator for controllable face beautification. Expert Syst. Appl. 167 (2021)
Asish Bera, Debotosh Bhattacharjee, Hubert P. H. Shum
Two-stage human verification using HandCAPTCHA and anti-spoofed finger biometrics with feature selection. Expert Syst. Appl. 171 (2021)
Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung
GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction. CoRR (2021)
Ben A. Rainbow, Qianhui Men, Hubert P. H. Shum
Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction. CoRR (2021)
Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum
Human-centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO. ICHMS (2021)
Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark. CoRR (2021)
John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang, Subramanian Ramamoorthy
Formation Control for UAVs Using a Flux Guided Approach. CoRR (2021)
Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung
A Two-Stream Recurrent Network for Skeleton-based Human Interaction Recognition. ICPR (2020)
Qi Feng, Hubert P. H. Shum, Shigeo Morishima
Resolving hand-object occlusion for mixed reality with joint deep learning and model optimization. Comput. Animat. Virtual Worlds 31 (4-5) (2020)
Shanfeng Hu, Hubert P. H. Shum, Nauman Aslam, Frederick W. B. Li, Xiaohui Liang
A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching. IEEE Trans. Multim. 22 (9) (2020)
Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li, Nauman Aslam
Sparse metric-based mesh saliency. Neurocomputing 400 (2020)
Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum, Samiran Chattopadhyay
A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications. IEEE Access 8 (2020)
Qi Feng, Hubert P. H. Shum, Ryo Shimamura, Shigeo Morishima
Foreground-aware Dense Depth Estimation for 360 Images. J. WSCG 28 (1-2) (2020)
Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum
Filtering techniques for channel selection in motor imagery EEG applications: a survey. Artif. Intell. Rev. 53 (2) (2020)
Ling Shao, Hubert P. H. Shum, Timothy M. Hospedales
Editorial: Special Issue on Machine Vision with Deep Learning. Int. J. Comput. Vis. 128 (4) (2020)
Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho, Shigeo Morishima
Single Sketch Image based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning. VISIGRAPP (1: GRAPP) (2020)
Hubert P. H. Shum, Taku Komura
Technical Note: Generating Realistic Fighting Scenes by Game Tree. CoRR (2020)
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft, Nicholas D. Embleton
Abnormal Infant Movements Classification With Deep Learning on Pose-Based Features. IEEE Access 8 (2020)
Yijun Shen, Longzhi Yang, Edmond S. L. Ho, Hubert P. H. Shum
Interaction-Based Human Activity Comparison. IEEE Trans. Vis. Comput. Graph. 26 (8) (2020)
Zili Zhang, Yue Ma, Yunfei Li, Frederick W. B. Li, Hubert P. H. Shum, Bailin Yang, Jing Guo, Xiaohui Liang
Cumuliform cloud formation control using parameter-predicting convolutional neural network. Graph. Model. 111 (2020)
Ying Huang, Hubert P. H. Shum, Edmond S. L. Ho, Nauman Aslam
High-speed multi-person pose estimation with deep feature transfer. Comput. Vis. Image Underst. (2020)
Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam, Hubert P. H. Shum
Unifying Person and Vehicle Re-Identification. IEEE Access 8 (2020)
Daniel Organisciak, Edmond S. L. Ho, Hubert P. H. Shum
Makeup Style Transfer on Low-quality Images with Weighted Multi-scale Attention. ICPR (2020)
Marie-Paule Cani, Edmond S. L. Ho, Tiberiu Popa, Hubert P. H. Shum
Foreword to special section on motion, interactions and games. Comput. Graph. 89 (2020)
Shoujiang Xu, Edmond S. L. Ho, Hubert P. H. Shum
A Hybrid metaheuristic Navigation Algorithm for robot Path rolling Planning in an unknown Environment. Mechatron. Syst. Control. 47 (4) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hubert P. H. Shum