Georgia Rajamanoharan (Sandbach)

Dr. Georgia Rajamanoharan (Sandbach)

Position:

Past Member

New Position:

Research Associate, University of Manchester, UK

Email:

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.

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.

Bibtex reference [hide]
@article{sandbach2012survey,
    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},
}
Endnote reference [hide]
%0 Journal Article
%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.

Bibtex reference [hide]
@article{sandbach2012recognition,
    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},
}
Endnote reference [hide]
%0 Journal Article
%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.

Bibtex reference [hide]
@inproceedings{sandbach2013markov,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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.

Bibtex reference [hide]
@inproceedings{sandbach2012normal,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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.

Bibtex reference [hide]
@inproceedings{sandbach2012binary,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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.

Bibtex reference [hide]
@inproceedings{GeorgiaEtAlFG2011,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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