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Research Publications - 3D Reconstruction

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We reconstruct 3D information from 2D observations for medical image analysis, human-computer interaction, ergonomics and designs.

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Citations 100+

Real-Time Posture Reconstruction for Microsoft Kinect
Real-Time Posture Reconstruction for Microsoft Kinect  REF 2014 Submitted Output Impact Factor: 9.4† Top 10% Journal in Computer Science, Artificial Intelligence†   Citation: 182#
IEEE Transactions on Cybernetics (TCyb), 2013
Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang and Shu Takagi
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Citations 50+

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray      Citation: 87#
Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum and Chris G. Willcocks
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Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models
Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models  REF 2021 Submitted Output Impact Factor: 4.7† Top 25% Journal in Computer Science, Software Engineering†   Citation: 63#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2016
Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum
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Citations 30+

Filtered Pose Graph for Efficient Kinect Pose Reconstruction
Filtered Pose Graph for Efficient Kinect Pose Reconstruction  Impact Factor: 3.0†    Citation: 44#
Multimedia Tools and Applications (MTAP), 2017
Pierre Plantard, Hubert P. H. Shum and Franck Multon
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Posture Reconstruction Using Kinect with a Probabilistic Model
Posture Reconstruction Using Kinect with a Probabilistic Model     Core A Conference‡ Citation: 33#
Proceedings of the 2014 ACM Symposium on Virtual Reality Software and Technology (VRST), 2014
Liuyang Zhou, Zhiguang Liu, Howard Leung and Hubert P. H. Shum
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Citations 20+

3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning
3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning  Impact Factor: 3.0†    Citation: 28#
Visual Computer (VC), 2022
Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho and Shigeo Morishima
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Citations 10+

DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications
DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications    H5-Index: 51#  Citation: 19#
Proceedings of the 2021 International Conference on 3D Vision (3DV), 2021
Li Li, Khalid N. Ismail, Hubert P. H. Shum and Toby P. Breckon
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360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network
360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network     Core A* Conference‡ Citation: 16#
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2022
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning
Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning  Best Student Paper Award     Citation: 13#
Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications (GRAPP), 2020
Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima
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Citations 5+

Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers    H5-Index: 291# Core A* Conference‡ 
Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum and Chris G. Willcocks
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3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models     Core A Conference‡ 
Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology (VRST), 2022
Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum
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Foreground-Aware Dense Depth Estimation for 360 Images
Foreground-Aware Dense Depth Estimation for 360 Images      
Journal of WSCG - Proceedings of the 2020 International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), 2020
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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Citations 0+

Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction
Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction      
Proceedings of the 2021 Visual Computing (VC), 2021
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN
Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN      
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho
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Environment Capturing with Microsoft Kinect
Environment Capturing with Microsoft Kinect      
Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2012
Kevin Mackay, Hubert P. H. Shum and Taku Komura
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3D Car Shape Reconstruction from a Single Sketch Image
3D Car Shape Reconstruction from a Single Sketch Image  Best Poster Award     
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima
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Serious Games with Human-Object Interactions using RGB-D Camera
Serious Games with Human-Object Interactions using RGB-D Camera      
Proceedings of the 2013 ACM International Conference on Motion in Games (MIG) Posters, 2013
Hubert P. H. Shum
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Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration
Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration    H5-Index: 56#  
Proceedings of the 2024 International Conference on Pattern Recognition (ICPR), 2024
Ruizhi Liu, Paolo Remagnino and Hubert P. H. Shum
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Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling
Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling  Best Paper Award   H5-Index: 115#  
Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
Abril Corona-Figueroa, Hubert P. H. Shum and Chris G. Willcocks
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† According to Journal Citation Reports 2023
‡ According to Core Ranking 2023
# According to Google Scholar 2024

 

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