Dr. Shiyang Cheng
Position:
Research Assistant / PhD Student
Biography
Shiyang Cheng received his bachelor's degree in Biomedical Engineering from Northeastern University (NEU), China in 2011 and M.Sc. degree in Computing Science from Imperial College London, U.K. in 2012. He is now a Research Associate in iBUG group, Imperial College London, UK.
His research interests lie in the areas of statistical machine learning for 2D/3D Computer Vision and Human-Computer Interaction (HCI).
Publications
Journal articles
An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations
M. Wang,
Z. Shu,
S. Cheng,
Y. Panagakis,
D. Samaras,
S. Zafeiriou.
International Journal of Computer Vision.
Feb
2019.
@article{Wang2019,
author = {M. Wang and Z. Shu and S. Cheng and Y. Panagakis and D. Samaras and S. Zafeiriou},
journal = {International Journal of Computer Vision},
month = {Feb},
title = {An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations},
url = {https://doi.org/10.1007/s11263-019-01163-7},
year = {2019},
}
Statistical non-rigid ICP algorithm and its application to 3D face alignment
S. Cheng,
I. Marras,
S. Zafeiriou,
M. Pantic.
Image and Vision Computing, Special Issue on best of FG'2015.
2017.
@article{NICP2017,
journal = {Image and Vision Computing, Special Issue on best of FG'2015},
title = {Statistical non-rigid ICP algorithm and its application to 3D face alignment},
year = {2017},
}
@article{pami_2015,
author = {A. Asthana and S. Zafeiriou and G. Tzimiropoulos and S. Cheng and M. Pantic},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.},
title = {From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild},
year = {2015},
}
%0 Journal Article
%T From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild
%A Asthana, A.
%A Zafeiriou, S.
%A Tzimiropoulos, G.
%A Cheng, S.
%A Pantic, M.
%J IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.
%D 2015
%F pami_2015
Conference articles
4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications
S. Cheng,
I. Kotsia,
M. Pantic,
S. Zafeiriou.
2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018).
Salt Lake City, Utah, US,
June
2018.
@inproceedings{ChengCVPR18,
author = {S. Cheng and I. Kotsia and M. Pantic and S. Zafeiriou},
address = {Salt Lake City, Utah, US},
booktitle = {2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018)},
month = {June},
title = {4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications},
year = {2018},
}
@inproceedings{deng2017uv,
author = {J. Deng and S. Cheng and N. Xue and Y. Zhou and S. Zafeiriou},
booktitle = {CVPR},
title = {UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition},
year = {2018},
}
@inproceedings{jiankangfg2018,
author = {J. Deng and Y. Zhou and S. Cheng and S. Zafeiriou},
booktitle = {FG},
title = {Cascade Multi-view Hourglass Model for Robust 3D Face Alignment},
year = {2018},
}
Sentiment Apprehension in Human-Robot Interaction with NAO
J. Shen,
O. Rudovic,
S. Cheng,
M. Pantic.
1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA'15).
Xi'an, China,
September
2015.
@inproceedings{Shen2015,
author = {J. Shen and O. Rudovic and S. Cheng and M. Pantic},
address = {Xi'an, China},
booktitle = {1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA'15)},
month = {September},
title = {Sentiment Apprehension in Human-Robot Interaction with NAO},
year = {2015},
}
Active Nonrigid ICP Algorithm
S. Cheng,
I. Marras,
S. Zafeiriou,
M. Pantic.
IEEE International Conference on Automatic Face and Gesture Recognition (FG'15).
Ljubljana, Slovenia,
Oral.
May
2015.
@inproceedings{shiyang_active_nicp,
author = {S. Cheng and I. Marras and S. Zafeiriou and M. Pantic},
address = {Ljubljana, Slovenia},
booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition (FG'15)},
month = {May},
note = {Oral},
title = {Active Nonrigid ICP Algorithm},
year = {2015},
}
3D Facial Geometric Features For Constrained Local Models
S. Cheng,
S. Zafeiriou,
A. Asthana,
M. Pantic.
IEEE International Conference on Image Processing (ICIP 2014).
Paris, France,
October
2014.
@inproceedings{cheng2014facial,
author = {S. Cheng and S. Zafeiriou and A. Asthana and M. Pantic},
address = {Paris, France},
booktitle = {IEEE International Conference on Image Processing (ICIP 2014)},
month = {October},
title = {3D Facial Geometric Features For Constrained Local Models},
year = {2014},
}
%0 Conference Proceedings
%T 3D Facial Geometric Features For Constrained Local Models
%A Cheng, S.
%A Zafeiriou, S.
%A Asthana, A.
%A Pantic, M.
%B IEEE International Conference on Image Processing (ICIP 2014)
%D 2014
%8 October
%C Paris, France
%F cheng2014facial
@inproceedings{Cheng2014,
author = {S. Cheng and A. Asthana and S. Zafeiriou and J. Shen and M. Pantic},
pages = {148--151},
address = {Singapore, Singapore},
booktitle = {Proceedings of the 5th ACM Multimedia Systems Conference},
publisher = {ACM},
title = {Real-time generic face tracking in the wild with CUDA},
year = {2014},
}
%0 Conference Proceedings
%T Real-time generic face tracking in the wild with CUDA
%A Cheng, S.
%A Asthana, A.
%A Zafeiriou, S.
%A Shen, J.
%A Pantic, M.
%B Proceedings of the 5th ACM Multimedia Systems Conference
%D 2014
%I ACM
%C Singapore, Singapore
%F Cheng2014
%P 148-151
@inproceedings{akshay_wild,
author = {A. Asthana and S. Zafeiriou and S. Cheng and M. Pantic},
booktitle = {In Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014)},
title = {Incremental Face Alignment in the Wild},
year = {2014},
}
%0 Conference Proceedings
%T Incremental Face Alignment in the Wild
%A Asthana, A.
%A Zafeiriou, S.
%A Cheng, S.
%A Pantic, M.
%B In Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014)
%D 2014
%F akshay_wild
@inproceedings{iccv13_demo,
author = {A. Asthana and S. Cheng and J. Shen and S. Zafeiriou and M. Pantic},
booktitle = {Demo at IEEE International Conference on Computer Vision (ICCV 2013), Sydney, Australia},
month = {December},
title = {CLM-WILD: Real-Time Generic Face Tracker},
year = {2013},
}
%0 Conference Proceedings
%T CLM-WILD: Real-Time Generic Face Tracker
%A Asthana, A.
%A Cheng, S.
%A Shen, J.
%A Zafeiriou, S.
%A Pantic, M.
%B Demo at IEEE International Conference on Computer Vision (ICCV 2013), Sydney, Australia
%D 2013
%8 December
%F iccv13_demo
Robust Discriminative Response Map Fitting with Constrained Local Models
A. Asthana,
S. Zafeiriou,
S. Cheng,
M. Pantic.
2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013).
Portland, Oregon, USA,
June
2013.
@inproceedings{akshay_CVPR_2013,
author = {A. Asthana and S. Zafeiriou and S. Cheng and M. Pantic},
address = {Portland, Oregon, USA},
booktitle = {2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013)},
month = {June},
title = {Robust Discriminative Response Map Fitting with Constrained Local Models },
year = {2013},
}
%0 Conference Proceedings
%T Robust Discriminative Response Map Fitting with Constrained Local Models
%A Asthana, A.
%A Zafeiriou, S.
%A Cheng, S.
%A Pantic, M.
%B 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013)
%D 2013
%8 June
%C Portland, Oregon, USA
%F akshay_CVPR_2013