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ORCIDHubert P. H. Shum
Hubert Pak Ho Shum – Hubert Shum
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2020 – today
- 2024
[j67]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. Adv. Intell. Syst. 6(3) (2024)- [j66]Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang, Silvia Del Din, Hubert P. H. Shum:
Pose-based tremor type and level analysis for Parkinson's disease from video. Int. J. Comput. Assist. Radiol. Surg. 19(5): 831-840 (2024) - [j65]Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang, Hubert P. H. Shum:
Geometric Features Enhanced Human-Object Interaction Detection. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j64]Shuang Chen, Amir Atapour-Abarghouei, Hubert P. H. Shum:
HINT: High-Quality INpainting Transformer With Mask-Aware Encoding and Enhanced Attention. IEEE Trans. Multim. 26: 7649-7660 (2024) - [c68]Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum, Yuzhu Sun:
A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection. HRI 2024: 167-174 - [c67]Mingyue Liu, Jonathan Frawley, Sarah Wyer, Hubert P. H. Shum, Sara L. Uckelman, Sue Black, Chris G. Willcocks:
Self-Regulated Sample Diversity in Large Language Models. NAACL-HLT (Findings) 2024: 1891-1899 - [c66]Jiaxu Liu, Zhengdi Yu, Toby P. Breckon, Hubert P. H. Shum:
U3DS3: Unsupervised 3D Semantic Scene Segmentation. WACV 2024: 3747-3756 - [i50]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 abs/2402.11288 (2024) - [i49]Shuang Chen, Amir Atapour-Abarghouei, Hubert P. H. Shum:
HINT: High-quality INPainting Transformer with Mask-Aware Encoding and Enhanced Attention. CoRR abs/2402.14185 (2024) - [i48]Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li, Xiaohui Liang:
MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment. CoRR abs/2403.04398 (2024) - [i47]Baiyi Li, Edmond S. L. Ho, Hubert P. H. Shum, He Wang:
Two-Person Interaction Augmentation with Skeleton Priors. CoRR abs/2404.05490 (2024) - [i46]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. CoRR abs/2406.10068 (2024) - [i45]Abril Corona-Figueroa, Hubert P. H. Shum, Chris G. Willcocks:
Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling. CoRR abs/2406.18422 (2024) - [i44]Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang, Hubert P. H. Shum:
Geometric Features Enhanced Human-Object Interaction Detection. CoRR abs/2406.18691 (2024) - [i43]Tanqiu Qiao, Ruochen Li, Frederick W. B. Li, Hubert P. H. Shum:
From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos. CoRR abs/2407.00917 (2024) - [i42]Francis Xiatian Zhang, Shuang Chen, Xianghua Xie, Hubert P. H. Shum:
Depth-Aware Endoscopic Video Inpainting. CoRR abs/2407.02675 (2024) - [i41]Li Li, Hubert P. H. Shum, Toby P. Breckon:
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation. CoRR abs/2407.10159 (2024) - [i40]Shuang Chen, Amir Atapour-Abarghouei, Haozheng Zhang, Hubert P. H. Shum:
MxT: Mamba x Transformer for Image Inpainting. CoRR abs/2407.16126 (2024) - [i39]Mridula Vijendran, Frederick W. B. Li, Jingjing Deng, Hubert P. H. Shum:
ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification. CoRR abs/2408.01827 (2024) - 2023
- [j63]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: 198-209 (2023) - [j62]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): 818-838 (2023) - [j61]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: 100517 (2023) - [j60]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): 7749-7763 (2023) - [j59]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): 1339-1349 (2023) - [j58]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): 2456-2466 (2023) - [c65]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: 2995-3005 - [c64]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: 9361-9371 - [c63]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: 64-74 - [c62]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: 4574-4583 - [c61]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: 14539-14548 - [c60]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. ICONIP (9) 2023: 298-312 - [c59]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: 167-176 - [c58]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation. ISMAR 2023: 405-414 - [c57]Mridula Vijendran, Frederick W. B. Li, Hubert P. H. Shum:
Tackling Data Bias in Painting Classification with Style Transfer. VISIGRAPP (5: VISAPP) 2023: 250-261 - [i38]Mridula Vijendran, Frederick W. B. Li, Hubert P. H. Shum:
Tackling Data Bias in Painting Classification with Style Transfer. CoRR abs/2301.02524 (2023) - [i37]Li Li, Hubert P. H. Shum, Toby P. Breckon:
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation. CoRR abs/2303.11203 (2023) - [i36]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 abs/2304.00858 (2023) - [i35]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 abs/2305.10589 (2023) - [i34]Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum:
On the Design Fundamentals of Diffusion Models: A Survey. CoRR abs/2306.04542 (2023) - [i33]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 abs/2308.05681 (2023) - [i32]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation. CoRR abs/2308.13042 (2023) - [i31]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 abs/2308.14152 (2023) - [i30]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 abs/2310.18891 (2023) - [i29]Jiaxu Liu, Zhengdi Yu, Toby P. Breckon, Hubert P. H. Shum:
U3DS3: Unsupervised 3D Semantic Scene Segmentation. CoRR abs/2311.06018 (2023) - [i28]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 abs/2311.10463 (2023) - [i27]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 abs/2312.13776 (2023) - 2022
- [j57]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: 634-645 (2022) - [j56]Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye, Wai Lok Woo:
RobIn: A robust interpretable deep network for schizophrenia diagnosis. Expert Syst. Appl. 201: 117158 (2022) - [j55]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: 117665 (2022) - [j54]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): 76 (2022) - [j53]Qianhui Men, Hubert P. H. Shum:
PyTorch-based implementation of label-aware graph representation for multi-class trajectory prediction. Softw. Impacts 11: 100201 (2022) - [j52]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: 100419 (2022) - [j51]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): 1317-1330 (2022) - [c56]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: 1-4 - [c55]Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum:
Towards Graph Representation Learning Based Surgical Workflow Anticipation. BHI 2022: 1-4 - [c54]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: 474-491 - [c53]Haozheng Zhang, Hubert P. H. Shum, Edmond S. L. Ho:
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks. EMBC 2022: 1619-1625 - [c52]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: 3843-3848 - [c51]Ruochen Li, Stamos Katsigiannis, Hubert P. H. Shum:
Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding. ICIP 2022: 2346-2350 - [c50]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: 489-499 - [c49]Manli Zhu, Edmond S. L. Ho, Hubert P. H. Shum:
A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection. SMC 2022: 275-281 - [c48]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: 136-146 - [c47]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
360 Depth Estimation in the Wild - the Depth360 Dataset and the SegFuse Network. VR 2022: 664-673 - [c46]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: 26:1-26:10 - [i26]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 abs/2202.01020 (2022) - [i25]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network. CoRR abs/2202.08010 (2022) - [i24]Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye, Wai Lok Woo:
RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis. CoRR abs/2203.17085 (2022) - [i23]Haozheng Zhang, Hubert P. H. Shum, Edmond S. L. Ho:
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks. CoRR abs/2204.10997 (2022) - [i22]Ruochen Li, Stamos Katsigiannis, Hubert P. H. Shum:
Multiclass-SGCN: Sparse Graph-based Trajectory Prediction with Agent Class Embedding. CoRR abs/2206.15275 (2022) - [i21]Manli Zhu, Edmond S. L. Ho, Hubert P. H. Shum:
A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection. CoRR abs/2207.05733 (2022) - [i20]Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho, Chongfeng Wei:
Interaction-aware Decision-making for Automated Vehicles using Social Value Orientation. CoRR abs/2207.05853 (2022) - [i19]Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum:
Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video. CoRR abs/2207.06828 (2022) - [i18]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 abs/2207.09425 (2022) - [i17]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 abs/2208.01149 (2022) - [i16]Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum:
Towards Graph Representation Learning Based Surgical Workflow Anticipation. CoRR abs/2208.03824 (2022) - [i15]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 abs/2208.08848 (2022) - [i14]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 abs/2209.02824 (2022) - [i13]Edmund J. C. Findlay, Haozheng Zhang, Ziyi Chang, Hubert P. H. Shum:
Denoising Diffusion Probabilistic Models for Styled Walking Synthesis. CoRR abs/2209.14828 (2022) - [i12]Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum:
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models. CoRR abs/2210.04265 (2022) - [i11]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 abs/2212.08526 (2022) - 2021
- [j50]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: 114067 (2021) - [j49]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: 114583 (2021) - [j48]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): 28603-28626 (2021) - [j47]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): 3417-3432 (2021) - [j46]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: 495-509 (2021) - [j45]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): 216-227 (2021) - [c45]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: 1227-1237 - [c44]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: 1-4 - [c43]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: 1223-1232 - [c42]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: 1-6 - [c41]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: 41-49 - [c40]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: 2959-2966 - [c39]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: 226-234 - [i10]John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang, Subramanian Ramamoorthy:
Formation Control for UAVs Using a Flux Guided Approach. CoRR abs/2103.09184 (2021) - [i9]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 abs/2103.13933 (2021) - [i8]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 abs/2104.06219 (2021) - [i7]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 abs/2106.04471 (2021) - [i6]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 abs/2108.04740 (2021) - [i5]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 abs/2110.00380 (2021) - [i4]Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri, Hubert P. H. Shum:
Spoofing Detection on Hand Images Using Quality Assessment. CoRR abs/2110.12923 (2021) - 2020
- [j44]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: 51582-51592 (2020) - [j43]Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam, Hubert P. H. Shum:
Unifying Person and Vehicle Re-Identification. IEEE Access 8: 115673-115684 (2020) - [j42]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: 221330-221351 (2020) - [j41]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): 1207-1232 (2020) - [j40]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: 4- (2020) - [j39]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: 101083 (2020) - [j38]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. 197-198: 103010 (2020) - [j37]Ling Shao, Hubert P. H. Shum, Timothy M. Hospedales:
Editorial: Special Issue on Machine Vision with Deep Learning. Int. J. Comput. Vis. 128(4): 771-772 (2020) - [j36]Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li, Nauman Aslam:
Sparse metric-based mesh saliency. Neurocomputing 400: 11-23 (2020) - [j35]