Hubert P. H. Shum

1. MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray
   2022/02/02 by Abril Corona-Figueroa, Corona-Figueroa, Abril, Jonathan Frawley +9 · 12 citations
   Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4 #Image and Video Processing (eess.IV) #J.7 #Medical Imaging Techniques and Applications #electronic engineering #information engineering
2. Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos
   2022/07/19 by Tanqiu Qiao, Qianhui Men, Qiao, Tanqiu +9 · 8 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
3. Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation
   2023/03/20 by Li Li, Li, Li, Hubert P. H. Shum +3 · 5 citations
   Engineering · Computer Science · Environmental Science · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Remote Sensing and LiDAR Applications
4. U3DS³: Unsupervised 3D Semantic Scene Segmentation
   2023/11/10 by Jiaxu Liu, Liu, Jiaxu, Zhengdi Yu +5 · 5 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
5. HINT: High-quality INPainting Transformer with Mask-Aware Encoding and Enhanced Attention
   2024/02/22 by Shuang Chen, Chen, Shuang, Amir Atapour–Abarghouei +3 · 6 citations
   Computer Science · Engineering · #Advancements in Photolithography Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Industrial Vision Systems and Defect Detection
6. Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph\n Convolutional Network for Multi-class Trajectory Prediction
   2021/08/10 by Ben A. Rainbow, Qianhui Men, Rainbow, Ben A. +3 · 3 citations
   Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
7. Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models
   2022/12/16 by Ziyi Chang, Chang, Ziyi, Edmund J. C. Findlay +5 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation #Human Pose and Action Recognition
8. Multiclass-SGCN: Sparse Graph-based Trajectory Prediction with Agent Class Embedding
   2022/06/30 by Ruochen Li, Stamos Katsigiannis, Li, Ruochen +3 · 3 citations
   Computer Science · Engineering · #Video Surveillance and Tracking Methods #Autonomous Vehicle Technology and Safety #Traffic and Road Safety
9. Social Interaction-Aware Dynamical Models and Decision Making for Autonomous Vehicles
   2023/10/29 by Luca Crosato, Crosato, Luca, Kai Tian +9 · 2 citations
   Engineering · Psychology · #Autonomous Vehicle Technology and Safety #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Robotics (cs.RO) #Systems and Control (eess.SY) #Traffic control and management #electronic engineering #information engineering
10. Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction
    2025/02/04 by Ruochen Li, Tanqiu Qiao, Li, Ruochen +7 · 6 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Traffic and Road Safety #Video Surveillance and Tracking Methods
11. A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction
    2020/11/13 by Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum +1 · 1 citation
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Anomaly Detection Techniques and Applications
12. BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction
    2025/02/20 by Ruochen Li, Li, Ruochen, Stamos Katsigiannis +5 · 5 citations
    Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Traffic and Road Safety
13. 360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse Network
    2022/02/16 by Feng Qi, Hubert P. H. Shum, Feng, Qi +3 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Robotics and Sensor-Based Localization
14. Depth-Aware Endoscopic Video Inpainting
    2024/07/02 by Xiatian Zhang, Shuang Chen, Zhang, Francis Xiatian +5 · 2 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Video Coding and Compression Technologies #electronic engineering #information engineering
15. Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition
    2023/04/03 by Qianhui Men, Men, Qianhui, Edmond S. L. Ho +5 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
16. Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention
    2021/06/08 by Manli Zhu, Zhu, Manli, Qianhui Men +7 · 1 citation
    Medicine · #Cerebral Palsy and Movement Disorders #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infant Development and Preterm Care #Machine Learning (cs.LG) #Neonatal and fetal brain pathology #electronic engineering #information engineering
17. Geometric Features Enhanced Human-Object Interaction Detection
    2024/06/26 by Manli Zhu, Zhu, Manli, Edmond S. L. Ho +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Multimodal Machine Learning Applications
18. PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction
    2025/05/26 by Kanglei Zhou, Zhou, Kanglei, Hubert P. H. Shum +7 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Online Learning and Analytics