Dr. Georgia Rajamanoharan (Sandbach)
Past Member
Research Associate, University of Manchester, UK
Biography
I studied Engineering at Cambridge University where I specialised in Information Engineering and Signal Processing, graduating in 2006 with an MEng Honors degree. After this, I gained experience working as a Software Engineer at CSR Plc in Cambridge, before completing a MSc in 2010 in Advanced Computing, specialising in Artificial Intelligence, at Imperial College London. I am currently undertaking a PhD at the same institution under the supervision of Prof. Maja Pantic and Dr. Stefanos Zafeiriou.
My interests include Machine Learning and Computer Vision, focused on Expression and Action Unit Analysis of both 2D and 3D data.
Face analysis:
3D facial expression modelling and recognition
Publications
Journal articles
Static and Dynamic 3D Facial Expression Recognition: A Comprehensive Survey
G. Sandbach, S. Zafeiriou, M. Pantic, L. Yin. Image and Vision Computing. 30(10): pp. 683 - 697, 3D Facial Behaviour Analysis and Understanding. 2012.
author = {G. Sandbach and S. Zafeiriou and M. Pantic and L. Yin},
pages = {683--697},
journal = {Image and Vision Computing},
note = {3D Facial Behaviour Analysis and Understanding},
number = {10},
publisher = {Elsevier},
title = {Static and Dynamic 3D Facial Expression Recognition: A Comprehensive Survey},
url = {http://www.sciencedirect.com/science/article/pii/S0262885612000935},
volume = {30},
year = {2012},
}
%T Static and Dynamic 3D Facial Expression Recognition: A Comprehensive Survey
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%A Yin, L.
%J Image and Vision Computing
%D 2012
%V 30
%N 10
%I Elsevier
%F sandbach2012survey
%O 3D Facial Behaviour Analysis and Understanding
%U http://www.sciencedirect.com/science/article/pii/S0262885612000935
%P 683-697
Recognition of 3D Facial Expression Dynamics
G. Sandbach, S. Zafeiriou, M. Pantic, D. Rueckert. Image and Vision Computing. 30(10): pp. 762 - 773, 3D Facial Behaviour Analysis and Understanding. 2012.
author = {G. Sandbach and S. Zafeiriou and M. Pantic and D. Rueckert},
pages = {762--773},
journal = {Image and Vision Computing},
note = {3D Facial Behaviour Analysis and Understanding},
number = {10},
title = {Recognition of 3D Facial Expression Dynamics},
url = {http://www.sciencedirect.com/science/article/pii/S0262885612000157},
volume = {30},
year = {2012},
}
%T Recognition of 3D Facial Expression Dynamics
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%A Rueckert, D.
%J Image and Vision Computing
%D 2012
%V 30
%N 10
%F sandbach2012recognition
%O 3D Facial Behaviour Analysis and Understanding
%U http://www.sciencedirect.com/science/article/pii/S0262885612000157
%P 762-773
Conference articles
Markov Random Field Structures for Facial Action Unit Intensity Estimation
G. Sandbach, S. Zafeiriou, M. Pantic. Proceedings of IEEE Int’l Conf. Computer Vision (ICCV-W’13), Workshop on Decoding Subtle Cues from Social Interactions. Sydney, Australia, December 2013.
author = {G. Sandbach and S. Zafeiriou and M. Pantic},
address = {Sydney, Australia},
booktitle = {Proceedings of IEEE Int’l Conf. Computer Vision (ICCV-W’13), Workshop on Decoding Subtle Cues from Social Interactions},
month = {December},
title = {Markov Random Field Structures for Facial Action Unit Intensity Estimation},
year = {2013},
}
%T Markov Random Field Structures for Facial Action Unit Intensity Estimation
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. Computer Vision (ICCV-W’13), Workshop on Decoding Subtle Cues from Social Interactions
%D 2013
%8 December
%C Sydney, Australia
%F sandbach2013markov
Local Normal Binary Patterns for 3D Facial Action Unit Detection
G. Sandbach, S. Zafeiriou, M. Pantic. Proceedings of the IEEE International Conference on Image Processing (ICIP 2012). Orlando, FL, USA, pp. 1813 - 1816, October 2012.
author = {G. Sandbach and S. Zafeiriou and M. Pantic},
pages = {1813--1816},
address = {Orlando, FL, USA},
booktitle = {Proceedings of the IEEE International Conference on Image Processing (ICIP 2012)},
month = {October},
title = {Local Normal Binary Patterns for 3D Facial Action Unit Detection},
year = {2012},
}
%T Local Normal Binary Patterns for 3D Facial Action Unit Detection
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the IEEE International Conference on Image Processing (ICIP 2012)
%D 2012
%8 October
%C Orlando, FL, USA
%F sandbach2012normal
%P 1813-1816
Binary Pattern Analysis for 3D Facial Action Unit Detection
G. Sandbach, S. Zafeiriou, M. Pantic. Proceedings of the British Machine Vision Conference (BMVC 2012). Guildford, UK, September 2012.
author = {G. Sandbach and S. Zafeiriou and M. Pantic},
address = {Guildford, UK},
booktitle = {Proceedings of the British Machine Vision Conference (BMVC 2012)},
month = {September},
title = {Binary Pattern Analysis for 3D Facial Action Unit Detection},
year = {2012},
}
%T Binary Pattern Analysis for 3D Facial Action Unit Detection
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the British Machine Vision Conference (BMVC 2012)
%D 2012
%8 September
%C Guildford, UK
%F sandbach2012binary
A Dynamic Approach to the Recognition of 3D Facial Expressions and Their Temporal Models
G. Sandbach, S. Zafeiriou, M. Pantic, D. Rueckert. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11), Special Session: 3D Facial Behavior Analysis and Understanding. Santa Barbara, CA, USA, pp. 406 - 413, March 2011.
author = {G. Sandbach and S. Zafeiriou and M. Pantic and D. Rueckert},
pages = {406--413},
address = {Santa Barbara, CA, USA},
booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11), Special Session: 3D Facial Behavior Analysis and Understanding},
month = {March},
title = {A Dynamic Approach to the Recognition of 3D Facial Expressions and Their Temporal Models},
year = {2011},
}
%T A Dynamic Approach to the Recognition of 3D Facial Expressions and Their Temporal Models
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%A Rueckert, D.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?11), Special Session: 3D Facial Behavior Analysis and Understanding
%D 2011
%8 March
%C Santa Barbara, CA, USA
%F GeorgiaEtAlFG2011
%P 406-413