Research Publications - Surface Modelling / Selected Publications

Ruizhi Liu, Paolo Remagnino and Hubert P. H. Shum, "Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration," in ICPR '24: Proceedings of the 2024 International Conference on Pattern Recognition, Kolkata, India, 2024.

@inproceedings{liu24neuralcode,
 author={Liu, Ruizhi and Remagnino, Paolo and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2024 International Conference on Pattern Recognition},
 series={ICPR '24},
 title={Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration},
 year={2024},
 location={Kolkata, India},
}

TY  - CONF
AU  - Liu, Ruizhi
AU  - Remagnino, Paolo
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 International Conference on Pattern Recognition
TI  - Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration
PY  - 2024
ER  - 

Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho and Shigeo Morishima, "3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning," Visual Computer, vol. 38, no. 4, pp. 1317-1330, Springer, 2022.

@article{nozawa21car,
 author={Nozawa, Naoki and Shum, Hubert P. H. and Feng, Qi and Ho, Edmond S. L. and Morishima, Shigeo},
 journal={Visual Computer},
 title={3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning},
 year={2022},
 volume={38},
 number={4},
 pages={1317--1330},
 numpages={14},
 doi={10.1007/s00371-020-02024-y},
 issn={1432-2315},
 publisher={Springer},
}

TY  - JOUR
AU  - Nozawa, Naoki
AU  - Shum, Hubert P. H.
AU  - Feng, Qi
AU  - Ho, Edmond S. L.
AU  - Morishima, Shigeo
T2  - Visual Computer
TI  - 3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning
PY  - 2022
VL  - 38
IS  - 4
SP  - 1317
EP  - 1330
DO  - 10.1007/s00371-020-02024-y
SN  - 1432-2315
PB  - Springer
ER  - 

Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum, "3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models," in VRST '22: Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology, pp. 1-10, Tsukuba, Japan, ACM, Nov 2022.

@inproceedings{chang22reconstruction,
 author={Chang, Ziyi and Koulieris, George Alex and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology},
 series={VRST '22},
 title={3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models},
 year={2022},
 month={11},
 pages={1--10},
 numpages={10},
 doi={10.1145/3562939.3565632},
 isbn={9.78E+12},
 publisher={ACM},
 Address={New York, NY, USA},
 location={Tsukuba, Japan},
}

TY  - CONF
AU  - Chang, Ziyi
AU  - Koulieris, George Alex
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology
TI  - 3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models
PY  - 2022
Y1  - 11 2022
SP  - 1
EP  - 10
DO  - 10.1145/3562939.3565632
SN  - 9.78E+12
PB  - ACM
ER  - 

Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li and Nauman Aslam, "Sparse Metric-Based Mesh Saliency," Neurocomputing, vol. 400, pp. 11-23, Elsevier, 2020.

@article{hu20sparse,
 author={Hu, Shanfeng and Liang, Xiaohui and Shum, Hubert P. H. and Li, Frederick W. B. and Aslam, Nauman},
 journal={Neurocomputing},
 title={Sparse Metric-Based Mesh Saliency},
 year={2020},
 volume={400},
 pages={11--23},
 numpages={13},
 doi={10.1016/j.neucom.2020.02.106},
 issn={0925-2312},
 publisher={Elsevier},
}

TY  - JOUR
AU  - Hu, Shanfeng
AU  - Liang, Xiaohui
AU  - Shum, Hubert P. H.
AU  - Li, Frederick W. B.
AU  - Aslam, Nauman
T2  - Neurocomputing
TI  - Sparse Metric-Based Mesh Saliency
PY  - 2020
VL  - 400
SP  - 11
EP  - 23
DO  - 10.1016/j.neucom.2020.02.106
SN  - 0925-2312
PB  - Elsevier
ER  - 

Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima, "Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning," in GRAPP '20: Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications, pp. 179-190, Valletta, Malta, SciTePress, Feb 2020.

@inproceedings{nozawa20single,
 author={Nozawa, Naoki and Shum, Hubert P. H. and Ho, Edmond S. L. and Morishima, Shigeo},
 booktitle={Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications},
 series={GRAPP '20},
 title={Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning},
 year={2020},
 month={2},
 pages={179--190},
 numpages={12},
 doi={10.5220/0009157001790190},
 issn={2184-4321},
 isbn={978-989-758-402-2},
 publisher={SciTePress},
 location={Valletta, Malta},
}

TY  - CONF
AU  - Nozawa, Naoki
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications
TI  - Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning
PY  - 2020
Y1  - 2 2020
SP  - 179
EP  - 190
DO  - 10.5220/0009157001790190
SN  - 2184-4321
PB  - SciTePress
ER  - 

Pengpeng Hu, Edmond S. L. Ho, Nauman Aslam, Taku Komura and Hubert P. H. Shum, "A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking," Textile Research Journal, vol. 89, no. 19--20, pp. 4148-4161, SAGE, 2019.

@article{hu19newmethod,
 author={Hu, Pengpeng and Ho, Edmond S. L. and Aslam, Nauman and Komura, Taku and Shum, Hubert P. H.},
 journal={Textile Research Journal},
 title={A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking},
 year={2019},
 volume={89},
 number={19--20},
 pages={4148--4161},
 numpages={14},
 doi={10.1177/0040517519826930},
 publisher={SAGE},
}

TY  - JOUR
AU  - Hu, Pengpeng
AU  - Ho, Edmond S. L.
AU  - Aslam, Nauman
AU  - Komura, Taku
AU  - Shum, Hubert P. H.
T2  - Textile Research Journal
TI  - A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking
PY  - 2019
VL  - 89
IS  - 19--20
SP  - 4148
EP  - 4161
DO  - 10.1177/0040517519826930
PB  - SAGE
ER  - 

Shanfeng Hu, Hubert P. H. Shum and Antonio Mucherino, "DSPP: Deep Shape and Pose Priors of Humans," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 1:1-1:6, Newcastle upon Tyne, UK, ACM, Oct 2019.

@inproceedings{hu19dspp,
 author={Hu, Shanfeng and Shum, Hubert P. H. and Mucherino, Antonio},
 booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
 series={MIG '19},
 title={DSPP: Deep Shape and Pose Priors of Humans},
 year={2019},
 month={10},
 pages={1:1--1:6},
 numpages={6},
 doi={10.1145/3359566.3360051},
 isbn={978-1-4503-6994-7},
 publisher={ACM},
 Address={New York, NY, USA},
 location={Newcastle upon Tyne, UK},
}

TY  - CONF
AU  - Hu, Shanfeng
AU  - Shum, Hubert P. H.
AU  - Mucherino, Antonio
T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - DSPP: Deep Shape and Pose Priors of Humans
PY  - 2019
Y1  - 10 2019
SP  - 1:1
EP  - 1:6
DO  - 10.1145/3359566.3360051
SN  - 978-1-4503-6994-7
PB  - ACM
ER  - 

Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima, "3D Car Shape Reconstruction from a Single Sketch Image," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 37:1-37:2, Newcastle upon Tyne, UK, ACM, Oct 2019.

@inproceedings{nozawa193dcar,
 author={Nozawa, Naoki and Shum, Hubert P. H. and Ho, Edmond S. L. and Morishima, Shigeo},
 booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
 series={MIG '19},
 title={3D Car Shape Reconstruction from a Single Sketch Image},
 year={2019},
 month={10},
 pages={37:1--37:2},
 numpages={2},
 doi={10.1145/3359566.3364693},
 isbn={978-1-4503-6994-7},
 publisher={ACM},
 Address={New York, NY, USA},
 location={Newcastle upon Tyne, UK},
}

TY  - CONF
AU  - Nozawa, Naoki
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - 3D Car Shape Reconstruction from a Single Sketch Image
PY  - 2019
Y1  - 10 2019
SP  - 37:1
EP  - 37:2
DO  - 10.1145/3359566.3364693
SN  - 978-1-4503-6994-7
PB  - ACM
ER  - 

Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho, "Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 44:1-44:2, Newcastle upon Tyne, UK, ACM, Oct 2019.

@inproceedings{zhang19priorless,
 author={Zhang, Jingtian and Shum, Hubert P. H. and McCay, Kevin D. and Ho, Edmond S. L.},
 booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
 series={MIG '19},
 title={Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN},
 year={2019},
 month={10},
 pages={44:1--44:2},
 numpages={2},
 doi={10.1145/3359566.3364694},
 isbn={978-1-4503-6994-7},
 publisher={ACM},
 Address={New York, NY, USA},
 location={Newcastle upon Tyne, UK},
}

TY  - CONF
AU  - Zhang, Jingtian
AU  - Shum, Hubert P. H.
AU  - McCay, Kevin D.
AU  - Ho, Edmond S. L.
T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN
PY  - 2019
Y1  - 10 2019
SP  - 44:1
EP  - 44:2
DO  - 10.1145/3359566.3364694
SN  - 978-1-4503-6994-7
PB  - ACM
ER  - 

Naoya Iwamoto, Hubert P. H. Shum, Longzhi Yang and Shigeo Morishima, "Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation," Computer Graphics Forum, vol. 34, no. 7, pp. 99-109, John Wiley and Sons Ltd., Oct 2015.

@article{iwamoto15multilayer,
 author={Iwamoto, Naoya and Shum, Hubert P. H. and Yang, Longzhi and Morishima, Shigeo},
 journal={Computer Graphics Forum},
 title={Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation},
 year={2015},
 month={10},
 volume={34},
 number={7},
 pages={99--109},
 numpages={11},
 doi={10.1111/cgf.12749},
 issn={1467-8659},
 publisher={John Wiley and Sons Ltd.},
 Address={Chichester, UK},
}

TY  - JOUR
AU  - Iwamoto, Naoya
AU  - Shum, Hubert P. H.
AU  - Yang, Longzhi
AU  - Morishima, Shigeo
T2  - Computer Graphics Forum
TI  - Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation
PY  - 2015
Y1  - 10 2015
VL  - 34
IS  - 7
SP  - 99
EP  - 109
DO  - 10.1111/cgf.12749
SN  - 1467-8659
PB  - John Wiley and Sons Ltd.
ER  - 

Kevin Mackay, Hubert P. H. Shum and Taku Komura, "Environment Capturing with Microsoft Kinect," in SKIMA '12: Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications, Dhaka, Bangladesh, Dec 2012.

@inproceedings{mackay12environment,
 author={Mackay, Kevin and Shum, Hubert P. H. and Komura, Taku},
 booktitle={Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications},
 series={SKIMA '12},
 title={Environment Capturing with Microsoft Kinect},
 year={2012},
 month={12},
 numpages={6},
 location={Dhaka, Bangladesh},
}

TY  - CONF
AU  - Mackay, Kevin
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
T2  - Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications
TI  - Environment Capturing with Microsoft Kinect
PY  - 2012
Y1  - 12 2012
ER  -