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Research Project: MAHNOB: Multimodal Analysis of Human Nonverbal Behaviour in Real-World Settings
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2014

Jiang, Bihan and Valstar, M. and Martinez, B. and Pantic, M. (2014) A dynamic appearance descriptor approach to facial actions temporal modeling. IEEE Transactions on Cybernetics, 44 (2). pp. 161-174. ISSN 2168-2267 *** ISI Impact 4,943 ***
Marras, I. and Tzimiropoulos, G. and Zafeiriou, S. and Pantic, M. (2014) Online learning and fusion of orientation appearance models for robust rigid object tracking. Image and vision computing, 32 (10). pp. 707-727. ISSN 0262-8856 *** ISI Impact 1,766 ***
Nicolaou, M. and Pavlovic, V. and Pantic, M. (2014) Dynamic Probabilistic CCA for Analysis of Affective Behaviour and Fusion of Continuous Annotations. IEEE transactions on pattern analysis and machine intelligence, 36 (7). pp. 1299-1311. ISSN 0162-8828 *** ISI Impact 6,077 ***

2013

Asthana, A. and Zafeiriou, S. and Cheng, Shiyang and Pantic, M. (2013) Robust discriminative response map fitting with constrained local models. In: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, CVPR 2013, 23-28 June 2013, Portland, OR, USA. pp. 3444-3451. IEEE Conference on Computer Vision and Pattern Recognition. IEEE Computer Society. ISSN 1063-6919 ISBN 978-0-7695-4989-7
Bousmalis, K. and Mehu, M. and Pantic, M. (2013) Towards the automatic detection of spontaneous agreement and disagreement based on non-verbal behaviour: A Survey of related cues, databases, and tools. Image and Vision Computing, 31 (2). pp. 203-221. ISSN 0262-8856 *** ISI Impact 1,766 ***
Bousmalis, K. and Zafeiriou, S. and Morency, L.P. and Pantic, M. (2013) Infinite conditional random fields for human behavior analysis. IEEE Transactions on Neural Networks and Learning Systems, 24 (1). pp. 170-177. ISSN 2162-237X *** ISI Impact 4,854 ***
Bousmalis, K. and Zafeiriou, S. and Morency, L.P. and Pantic, M. and Ghahramani, Z. (2013) Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures. In: European Conference Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2013, 23-27 September 2013, Prague, Czech Republic. pp. 531-547. Lecture Notes in Computer Science 8189. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-40990-5
Eleftheriadis, S. and Rudovic, O. and Pantic, M. (2013) Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition. In: 9th International Symposium on Advances in Visual Computing, ISVC 2013, 29-31 July 2013, Rethymnon, Crete, Greece. pp. 527-538. Lecture Notes in Computer Science 8033. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-41913-3
Liwicki, S. and Tzimiropoulos, G. and Zafeiriou, S. and Pantic, M. (2013) Euler principal component analysis. International Journal of Computer Vision, 101 (3). pp. 498-518. ISSN 0920-5691 *** ISI Impact 4,270 ***
Marras, I. and Alabort, J. and Tzimiropoulos, G. and Zafeiriou, S. and Pantic, M. (2013) Online learning and fusion of orientation appearance models for robust rigid object tracking. In: Proceedings of IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013, 22-26 April 2013, Shanghai, China. pp. 1-8. IEEE Computer Society. ISBN 978-1-4673-5545-2
Martinez, B. and Valstar, M. and Binefa, X. and Pantic, M. (2013) Local Evidence Aggregation for Regression-Based Facial Point Detection. IEEE transactions on pattern analysis and machine intelligence, 35 (5). pp. 1149-1163. ISSN 0162-8828 *** ISI Impact 6,077 ***
Nicolaou, M. and Zafeiriou, S. and Pantic, M. (2013) Correlated-Spaces Regression for Learning Continuous Emotion Dimensions. In: Proceedings of the 21st ACM international conference on Multimedia, MM 2013, 21-25 October 2013, Barcelona, Spain. pp. 773-776. ACM. ISBN 978-1-4503-2404-5
Oikonomopoulos, A. and Pantic, M. (2013) Human Activity Recognition Using Hierarchically-Mined Feature Constellations. In: 9th International Symposium on Visual Computing, ISVC 201313, 29-31 July 2013, Rethymnon, Crete, Greece. pp. 150-159. Lecture Notes in Computer Science 8033. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-41913-3
Orozco, J. and Martinez, B. and Pantic, M. (2013) Empirical Analysis of Cascade Deformable Models for Multi-View Face Detection. In: Proceedings of the IEEE International Conference on Image Processing, ICIP 2013, 15-18 Sep 2013, Melbourne, Australia. WA.L5.5. IEEE Computer Society. ISBN not assigned
Orozco, J. and Rudovic, O. and Gonzalez, J. and Pantic, M. (2013) Hierarchical online appearance-based tracking for 3D head pose, eyebrows, lips, eyelids, and irises. Image and vision computing, 31 (4). pp. 322-340. ISSN 0262-8856 *** ISI Impact 1,766 ***
Panagakis, Y. and Nicolaou, M. and Zafeiriou, S. and Pantic, M. (2013) Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences. In: Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition, CVPR 2013, 23-28 June 2013, Portland, OR, USA. pp. 540-547. IEEE Computer Society. ISSN 1063-6919
Petridis, S. and Martinez, B. and Pantic, M. (2013) The MAHNOB Laughter Database. Image and Vision Computing, 31 (2). pp. 186-202. ISSN 0262-8856 *** ISI Impact 1,766 ***
Rudovic, O. and Pantic, M. and Patras, I. (2013) Coupled Gaussian processes for pose-invariant facial expression recognition. IEEE transactions on pattern analysis and machine intelligence, 35 (6). pp. 1357-1369. ISSN 0162-8828 *** ISI Impact 6,077 ***
Rudovic, O. and Pavlovic, V. and Pantic, M. (2013) Automatic Pain Intensity Estimation using Heteroscedastic Conditional Ordinal Random Fields. In: 9th International Symposium on Visual Computing, ISVC 2013, 29-31 July 2013, Rethymnon, Crete, Greece. pp. 234-243. Lecture Notes in Computer Science 8034. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-41938-6
Rudovic, O. and Petridis, S. and Pantic, M. (2013) Bimodal Log-linear Regression for Fusion of Audio and Visual Features. In: Proceedings of the 21st ACM international conference on Multimedia, MM 2013, 21-25 Oct 2013, Barcelona, Spain. pp. 789-792. ACM. ISBN 978-1-4503-2404-5
Shen, Jie and Pantic, M. (2013) HCI^2 Framework: A software framework for multimodal human-computer interaction systems. IEEE Transactions on Cybernetics, 43 (6). pp. 1593-1606. ISSN 2168-2267 *** ISI Impact 4,943 ***
Soleymani, M. and Kaltwang, S. and Pantic, M. (2013) Human behavior sensing for tag relevance assessment. In: Proceedings of the 21st ACM international conference on Multimedia, MM 2013, 21-25 October 2013, Barcelona, Spain. pp. 657-660. ACM. ISBN 978-1-4503-2404-5
Soleymani, M. and Pantic, M. (2013) Multimedia implicit tagging using EEG signals. In: Proceedings of the IEEE International Conference on Multimedia and Expo, ICME 2013, 15-19 July 2013, San Jose, CA, USA. pp. 1-6. IEEE Computer Society. ISSN 1945-7871 ISBN 978-1-4799-0015-2

2012

Eyben, F. and Petridis, S. and Schüller, B. and Pantic, M. (2012) Audiovisual vocal outburst classification in noisy conditions. In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, 25-30 Mar 2012, Kyoto, Japan. pp. 5097-5100. IEEE Computer Society. ISSN 1520-6149 ISBN 978-1-4673-0045-2
Kaltwang, S. and Rudovic, O. and Pantic, M. (2012) Continuous pain intensity estimation from facial expressions. In: Proceedings of the 8th International Symposium on Advances in Visual Computing, ISVC 2012, 16-18 July 2012, Crete, Greece. pp. 368-377. Lecture Notes in Computer Science 7432. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-33190-9
Lichtenauer, J. and Valstar, M. and Sun, Xiaofan and Nijholt, A. and Pantic, M. (2012) Mahnob HMI IBug Mimicry Database (MHI-MIMICRY). Conversation manual Number UNSPECIFIED Imperial College, Department of Computing, London.
Liwicki, S. and Zafeiriou, S. and Pantic, M. (2012) Incremental slow features analysis with indefinite kernel for online temporal video segmentation. In: Proceedings of the 11th Asian Conference on Computer Vision, ACCV 2012, 5-9 Nov 2012, Daejeon, Korea. pp. 162-176. Lecture Notes in Computer Science 7725. Springer Verlag. ISBN 978-3-642-37443-2
Nicolaou, M.A. and Gunes, H. and Pantic, M. (2012) Output-associative RVM regression for dimensional and continuous emotion prediction. Image and Vision Computing, 30 (10). pp. 186-196. ISSN 0262-8856 *** ISI Impact 1,766 ***
Petridis, S. and Bilakhia, S. and Pantic, M. (2012) Comparison of prediction-based fusion and feature-level fusion across different learning models. In: Proceedings of the 20th ACM International Conference on Multimedia, MM 2012, 29 Oct - 02 Nov 2012, Nara, Japan. pp. 813-816. ACM. ISBN 978-1-4503-1089-5
Rudovic, O. and Pavlovic, V. and Pantic, M. (2012) Kernel conditional ordinal random fields for temporal segmentation of facial action units. In: Computer Vision – ECCV 2012 Workshops and Demonstrations, 07-11 Oct 2012, Florence, Italy. pp. 260-269. Lecture Notes in Computer Science 7584. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-33867-0
Rudovic, O. and Pavlovic, V. and Pantic, M. (2012) Multi-output Laplacian Dynamic Ordinal Regression for Facial Expression Recognition and Intensity Estimation. In: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2012), 16-21 Jun 2012, Providence, RI, USA. pp. 2634-2641. IEEE Computer Society. ISSN 1063-6919 ISBN 978-1-4673-1226-4
Sandbach, G. and Zafeiriou, S. and Pantic, M. (2012) Local normal binary patterns for 3D facial action unit detection. In: Proceedings of the IEEE International Conference on Image Processing, ICIP 2012, 30 Sept - 3 Oct 2012, Orlando, USA. pp. 1813-1816. IEEE Computer Society. ISBN 978-1-4673-2533-2
Sandbach, G. and Zafeiriou, S. and Pantic, M. (2012) Binary pattern analysis for 3D facial action unit detection. In: Proceedings of the British Machine Vision Conference, BMVC 2012, 03-07 Sept 2012, Surrey, UK. 119.1-119.12. BMVA Press. ISBN 1-901725-46-4
Sandbach, G. and Zafeiriou, S. and Pantic, M. and Rueckert, D. (2012) Recognition of 3D facial expression dynamics. Image and Vision Computing, 30 (10). pp. 762-773. ISSN 0262-8856 *** ISI Impact 1,766 ***
Sandbach, G. and Zafeiriou, S. and Pantic, M. and Yin, Lijun (2012) Static and dynamic 3D facial expression recognition: A comprehensive survey. Image and Vision Computing, 30 (10). pp. 683-697. ISSN 0262-8856 *** ISI Impact 1,766 ***
Soleymani, M. and Lichtenauer, J. and Pun, T. and Pantic, M. (2012) A Multimodal Database for Affect Recognition and Implicit Tagging. IEEE Transactions on Affective Computing, 3 (1). pp. 42-55. ISSN 1949-3045 *** ISI Impact 1,873 ***
Soleymani, M. and Pantic, M. (2012) Human-Centered Implicit Tagging: Overview and Perspectives. In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 14-17 Oct 2012, Seoul, Korea. pp. 3304-3309. IEEE Computer Society. ISBN 978-1-4673-1713-9
Soleymani, M. and Pantic, M. and Pun, T. (2012) Multimodal Emotion Recognition in Response to Videos. IEEE Transactions on Affective Computing, 3 (2). pp. 211-223. ISSN 1949-3045 *** ISI Impact 1,873 ***