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Mr. Shiyang Cheng
Research Assistant / PhD Student
Biography
Shiyang Cheng received his bachelor's degree (top 10%) in Biomedical Engineering from Northeastern University (NEU), China in 2011 and M.Sc. degree in Computing Science with Distinction from Imperial College London, U.K. in 2012. After the completion of his master degree, he worked in the Department of Computing, Imperial College London, U.K. as a Research Assistant, under a joint supervision of Dr. Stefanos Zafeiriou and Prof. Maja Pantic. In the autumn of 2013, Shiyang Cheng started his EPSRC funded studies for the Ph.D. degree at Imperial College London in the field of statistical machine learning and computer vision under the supervision of Dr. Stefanos Zafeiriou and Prof. Maja Pantic.
His research interests lie in the areas of statistical machine learning for Computer Vision and Human-Computer Interaction (HCI), as well as real time implementations of computer vision algorithms using CUDA. He is currently working on Facial Landmark Point Tracking, particularly in terms of Part-based Deformable Model. Moreover, he has a keen interest in building application upon the real-time face tracker proposed in his papers.
For more information of his work, please refer to http://ibug.doc.ic.ac.uk/resources/drmf-matlab-code-cvpr-2013/. Besides, a number of sample videos can be found in http://www.youtube.com/playlist?list=PL7d_oG0-e2PgWvxYTj-4i4PPjQtJ7Ppng in Youtube.
Face analysis:
Facial point tracking,
Face registration,
FROG Facial Tracking Component
Publications
Journal articles
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.
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},
}
From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild
A. Asthana, S. Zafeiriou, G. Tzimiropoulos, S. Cheng, M. Pantic. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.. 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},
}
%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
Cascade Multi-view Hourglass Model for Robust 3D Face Alignment
J. Deng, Y. Zhou, S. Cheng, S. Zafeiriou. FG'2018. 2018.
booktitle = {FG'2018},
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.
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. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15). Ljubljana, Slovenia, Oral. May 2015.
author = {S. Cheng and I. Marras and S. Zafeiriou and M. Pantic},
address = {Ljubljana, Slovenia},
booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15)},
month = {May},
note = {Oral},
title = {Active Nonrigid ICP Algorithm},
year = {2015},
}
%T Active Nonrigid ICP Algorithm
%A Cheng, S.
%A Marras, I.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?15)
%D 2015
%8 May
%C Ljubljana, Slovenia
%F shiyang_active_nicp
%O Oral
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.
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},
}
%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
Real-time generic face tracking in the wild with CUDA
S. Cheng, A. Asthana, S. Zafeiriou, J. Shen, M. Pantic. Proceedings of the 5th ACM Multimedia Systems Conference. ACM, Singapore, Singapore, pp. 148 - 151, 2014.
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},
}
%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
Incremental Face Alignment in the Wild
A. Asthana, S. Zafeiriou, S. Cheng, M. Pantic. In Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014). 2014.
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},
}
%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
CLM-WILD: Real-Time Generic Face Tracker
A. Asthana, S. Cheng, J. Shen, S. Zafeiriou, M. Pantic. Demo at IEEE International Conference on Computer Vision (ICCV 2013), Sydney, Australia. December 2013.
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},
}
%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.
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},
}
%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