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Maja Pantic

Publications (204) as Author:down editorEditor

 

2017

Journal Papers

J. Kossaifi, G. Tzimiropoulos and M. Pantic Fast and exact Newton and Bidirectional fitting of Active Appearance Models,  IEEE Transactions on Image Processing, 26(2):1040-1053, ISSN 1057-7149, 2017 *** ISI Impact 3.735 *** [ BiBTeX Eprints  DOI>  Download PDF document

 

2016

Journal Papers

M.S. Aung, S. Kaltwang, B. Romera-Paredes, B. Martinez, A. Singh, M. Cella, M. Valstar, H. Meng, A. Kemp, M. Shafizadeh, A.C. Elkins, N. Kanakam, A. de Rothschild, N. Tyler, P.J. Watson, A.C. de C. Williams, M. Pantic and N. Bianchi-Berthouze The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset, IEEE transactions on affective computing, 7(4):435-451, ISSN 1949-3045, 2016 *** ISI Impact 1.873 *** [ BiBTeX Eprints  DOI>  Download PDF document
S. Eleftheriadis, O. Rudovic and M. Pantic Joint Facial Action Unit Detection and Feature Fusion: A Multi-Conditional Learning Approach, IEEE Transactions on Image Processing, 25(12):5727-5742, ISSN 1057-7149, 2016 *** ISI Impact 3.735 *** [ BiBTeX Eprints  DOI>  Download PDF document
C. Georgakis, Y. Panagakis and M. Pantic Discriminant Incoherent Component Analysis, IEEE Transactions on Image Processing, 25(5):2021-2034, ISSN 1057-7149, 2016 *** ISI Impact 3.735 *** [ BiBTeX Eprints  DOI>  Download PDF document
C. Georgakis, S. Petridis and M. Pantic Discrimination Between Native and Non-Native Speech Using Visual Features Only, IEEE transactions on cybernetics, pages 14, ISSN 2168-2267, 2016 [ BiBTeX Eprints  DOI>  Download PDF document
S. Kaltwang, S. Todorovic and M. Pantic Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation, IEEE transactions on pattern analysis and machine intelligence, pages 18, ISSN 0162-8828, 2016 *** ISI Impact 4.800 *** [ BiBTeX Eprints  DOI>  Download PDF document
Y. Panagakis, M.A. Nicolaou, S. Zafeiriou and M. Pantic Robust correlated and individual component analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(8):1665-1678, ISSN 0162-8828, 2016 *** ISI Impact 6.077 *** [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis and M. Pantic Prediction-based Audiovisual Fusion for Classification of Non-Linguistic Vocalisations, IEEE transactions on affective computing, 7(1):45-58, ISSN 1949-3045, 2016 [ BiBTeX Eprints  DOI>  Download PDF document
C. Sagonas, E. Antonakos, G. Tzimiropoulos, S. Zafeiriou and M. Pantic 300 Faces In-The-Wild Challenge: database and results, Image and Vision Computing, 47:3-18, ISSN 0262-8856, 2016 *** ISI Impact 1.766 *** [ BiBTeX Eprints  DOI>  Download PDF document
C. Sagonas, Y. Panagakis, S. Zafeiriou and M. Pantic Robust statistical frontalization of human and animal faces, International Journal of Computer Vision, 122(2):270-291, ISSN 0920-5691, 2016 *** ISI Impact 4.270 *** [ BiBTeX Eprints  DOI>  Download PDF document
G. Tzimiropoulos and M. Pantic Fast Algorithms for Fitting Active Appearance Models to Unconstrained Images, International Journal of Computer Vision, 122(1):17-33, ISSN 0920-5691, 2016 *** ISI Impact 4.270 *** [ BiBTeX Eprints  DOI>  Download PDF document
L. Zafeiriou, M.A. Nicolaou, S. Zafeiriou, S. Nikitidis and M. Pantic Probabilistic Slow Features for Behavior Analysis, IEEE Transactions on Neural Networks and Learning Systems, 27(5):1034-1048, ISSN 2162-237X, 2016 *** ISI Impact 4.854 *** [ BiBTeX Eprints  DOI>  Download PDF document

 

Contributions to Proceedings

S. Eleftheriadis, O. Rudovic, M.P. Deisenroth and M. Pantic Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis, in Proceedings of the 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2016), IEEE Computer Society, USA, ISBN 978-1-5090-1437-8, ISSN 2160-7516, pp. 1469-1477, 2016 [ BiBTeX Eprints  DOI>  Download PDF document
S. Eleftheriadis, O. Rudovic, M.P. Deisenroth and M. Pantic Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units , in Proceedings of the 13th Asian Conference on Computer Vision (ACCV 2016), Revised Selected Papers, Part II, Lecture Notes in Computer Science, volume 10112, Springer Verlag, New York, ISBN 978-3-319-54183-9, ISSN 0302-9743, pp. 154-169, 2016 [ BiBTeX Eprints  DOI>  Download PDF document
J. Kossaifi, Y. Panagakis and M. Pantic TensorLy: Tensor Learning in Python, in Proceedings of Tensor-Learn Workshop 2016, Cornell Unversity, Ithaca, NY, USA, ISBN not assigned, pp. 6, 2016 [ BiBTeX Eprints  [Official URL]  Download PDF document
M. Pantic, V. Evers, M Deisenroth, L. Merino and B. Schuller Social and Affective Robotics Tutorial, in Proceedings of the 2016 ACM on Multimedia Conference (MM 2016), ACM, New York, ISBN 978-1-4503-3603-1, pp. 1477-1478, 2016 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis and M. Pantic Deep Complementary Bottleneck Features for Visual Speech Recognition, in Profeedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Institute of Electrical and Electronics Engineers, Danvers, MA, USA, ISBN 978-147999988-0, ISSN 2379-190X, pp. 2304-2308, 2016 [ BiBTeX Eprints  DOI>  Download PDF document
N. Rakicevic, O. Rudovic, S. Petridis and M. Pantic Multi-Modal Neural Conditional Ordinal Random Fields for Agreement Level Estimation, in Proceedings of the 23rd International Conference on Pattern Recognition 2016 (ICPR 2016), IEEE Computer Society, USA, ISBN 978-1-57735-183-2, pp. 6, 2016 [ BiBTeX Eprints  Download PDF document  Download PDF document
R. Walecki, O. Rudovic, M. Pantic, V. Pavlovic and J.F. Cohn A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity, in Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition, CVPR 2016, IEEE Computer Vision and Pattern Recognition, Las Vegas, USA, ISBN 978-1-5090-1438-5, ISSN 2160-7516, pp. 1460-1468, 2016 [ BiBTeX Eprints  DOI>  Download PDF document
R. Walecki, O. Rudovic, V. Pavlovic and M. Pantic Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity, in Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2016), IEEE Computer Vision and Pattern Recognition, Las Vegas, USA, ISBN 978-1-4673-8851-1, pp. 4902-4910, 2016 [ BiBTeX Eprints  [Official URL]  Download PDF document
L. Zafeiriou, E. Antonakos, S. Zafeiriou and M. Pantic Joint Unsupervised Deformable Spatio-Temporal Alignment of Sequences, in Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR 2016), IEEE Computer Vision and Pattern Recognition, USA, ISBN 978-1-4673-8852-8, ISSN 1063-6919, pp. 3382-3390, 2016 [ BiBTeX Eprints  DOI>  Download PDF document

 

2015

Journal Papers

A. Asthana, S. Zafeiriou, G. Tzimiropoulos, S. Cheng and M. Pantic From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild, IEEE transactions on pattern analysis and machine intelligence, 37(6):1312-1320, ISSN 0162-8828, 2015 *** ISI Impact 4.800 *** [ BiBTeX Eprints  DOI>  Download PDF document
S. Bilakhia, S. Petridis, A. Nijholt and M. Pantic The MAHNOB Mimicry Database - a database of naturalistic human interactions, Pattern Recognition Letters, 66:52-61, ISSN 0167-8655, 2015 *** ISI Impact 1.270 *** [ BiBTeX Eprints  DOI>  Download PDF document
K. Bousmalis, S. Zafeiriou, L.-P. Morency, M. Pantic and Z. Ghahramani Variational Infinite Hidden Conditional Random Fields, IEEE transactions on pattern analysis and machine intelligence, 37(9):1917-1929, ISSN 0162-8828, 2015 *** ISI Impact 4.800 *** [ BiBTeX Eprints  DOI>  Download PDF document
S. Eleftheriadis, O. Rudovic and M. Pantic Discriminative shared Gaussian processes for multi-view and view-invariant facial expression recognition, IEEE Transactions on Image Processing, 24(1):189-204, ISSN 1057-7149, 2015 *** ISI Impact 3.200 *** [ BiBTeX Eprints  DOI>  Download PDF document
S. Liwicki, S. Zafeiriou and M. Pantic Online Kernel Slow Feature Analysis for Temporal Video Segmentation and Tracking, IEEE Transactions on Image Processing, 24(10):2955-2970, ISSN 1057-7149, 2015 *** ISI Impact 3.200 *** [ BiBTeX Eprints  DOI>  Download PDF document
B. Martinez and M. Pantic Facial landmarking for in-the-wild images with local inference based on global appearance, Image and vision computing, 36:40-50, ISSN 0262-8856, 2015 *** ISI Impact 1.960 *** [ BiBTeX Eprints  DOI>  Download PDF document
J. Orozco, B. Martinez and M. Pantic Empirical Analysis of Cascade Deformable Models for Multi-View Face Detection, Image and vision computing, 42:47-61, ISSN 0262-8856, 2015 *** ISI Impact 1.960 *** [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic, V. Pavlovic and M. Pantic Context-sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units, IEEE transactions on pattern analysis and machine intelligence, 37(5):944-958, ISSN 0162-8828, 2015 *** ISI Impact 4.800 *** [ BiBTeX Eprints  DOI>  Download PDF document

 

Contributions to Proceedings

S. Eleftheriadis, O. Rudovic and M. Pantic Multi-Conditional Latent Variable Model for Joint Facial Action Unit Detection, in Proceedings of the IEEE International Conference on Computer Vision (ICCV 2015), IEEE, USA, pp. 3792-3800, 2015 [ BiBTeX Eprints  DOI>  Download PDF document
S. Kaltwang, S. Todorovic and M. Pantic Latent Trees for Estimating Intensity of Facial Action Units, in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), IEEE Computer Society, USA, ISBN 978-1-4673-6964-0, pp. 296-304, 2015 [ BiBTeX Eprints  DOI>  Download PDF document
J. Kossaifi, G. Tzimiropoulos and M. Pantic Fast and exact Bi-directional Fitting of Active Appearance Models, in Proceedings of IEEE International Conference on Image Processing (ICIP 2015), IEEE Computer Society, USA, ISBN 978-1-4799-8339-1, pp. 1135-1139, 2015 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis, V. Rajgarhia and M. Pantic Comparison of Single-model and Multiple-model Prediction-based Audiovisual Fusion, in Proceedings of the 1st Joint Conference on Facial Analysis, Animation, and Auditory-Visual Speech Processing, FAAVSP 2015, ISCA Speech Organisation, Baixas, France, ISBN not assigned, pp. 109-114, 2015 [ BiBTeX Eprints  Download PDF document  Download PDF document
N. Rakicevic, M. Pantic, O. Rudovic and S. Petridis Neural Conditional Ordinal Random Fields for Agreement Level Estimation, in Proceedings of the International Conference on Affective Computing and Intelligent Interaction (ACII 2015), N. Rakicevic, O. Rudovic, S. Petrids and M. Pantic (eds), IEEE Communications Society, USA, ISBN 978-1-4799-9953-8, pp. 885-890, 2015 [ BiBTeX Eprints  DOI>  Download PDF document
C. Sagonas, Y. Panagakis, S. Zafeiriou and M. Pantic Robust Statistical Face Frontalization, in Proceedings of The IEEE International Conference on Computer Vision (ICCV 2015), IEEE, USA, pp. 3871-3879, 2015 [ BiBTeX Eprints  DOI>  Download PDF document
J. Shen, S. Zafeiriou, G.G. Chrysos, J. Kossaifi, G. Tzimiropoulos and M. Pantic The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results, in Proceedings of IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW 2015), The Computer Vision Foundation, USA, pp. 50-58, 2015 [ BiBTeX Eprints  Download PDF document  Download PDF document
K. Shiarlis, J. Messias, M. van Someren, S. Whiteson, Jaebok Kim, J.H. Vroon, G. Englebienne, K.P. Truong, V. Evers, N. Pérez-Higueras, I. Pérez-Hurtado, R. Ramon-Vigo, F. Caballero, L. Merino, J. Shen, S. Petridis, M. Pantic, L. Hedman, M. Scherlund, R. Koster and H. Michel TERESA: A Socially Intelligent Semi-autonomous Telepresence System, in Proceedings of the Workshop on Machine Learning for Social Robotics at ICRA-2015, S. Whiteson, R.W. Poppe, V. Evers, L. Merino and S. Von Rump (eds), University of Amsterdam, Amsterdam, The Netherlands, ISBN not assigned, pp. 6, 2015 [ BiBTeX Eprints  Download PDF document  Download PDF document

 

2014

Journal Papers

Bihan Jiang, M. Valstar, B. Martinez and M. Pantic A dynamic appearance descriptor approach to facial actions temporal modeling, IEEE Transactions on Cybernetics, 44(2):161-174, ISSN 2168-2267, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
I. Marras, G. Tzimiropoulos, S. Zafeiriou and M. Pantic Online learning and fusion of orientation appearance models for robust rigid object tracking, Image and vision computing, 32(10):707-727, ISSN 0262-8856, 2014 *** ISI Impact 1.960 *** [ BiBTeX Eprints  DOI>  Download PDF document
M. Nicolaou, V. Pavlovic and M. Pantic Dynamic Probabilistic CCA for Analysis of Affective Behaviour and Fusion of Continuous Annotations, IEEE transactions on pattern analysis and machine intelligence, 36(7):1299-1311, ISSN 0162-8828, 2014 *** ISI Impact 4.800 *** [ BiBTeX Eprints  DOI>  Download PDF document
G. Tzimiropoulos, J. Alabort-Medina, S. Zafeiriou and M. Pantic Active Orientation Models for Face Alignment In-the-Wild, IEEE transactions on information forensics and security, 9(12):2024-2034, ISSN 1556-6013, 2014 *** ISI Impact 1.900 *** [ BiBTeX Eprints  DOI>  Download PDF document

 

Book Chapters

A. Elkins, S. Zafeiriou, M. Pantic and J. Burgoon Unobtrusive Deception Detection, pp. 503-512. In The Oxford Handbook of Affective Computing, R. Calvo, S. D’Mello, A. Kappas and J. Gratch (eds), Oxford University Press, Oxford, UK, ISBN 978-0-19-994223-7, 2014 [ BiBTeX Eprints  DOI>  Download PDF document

 

Contributions to Proceedings

A. Asthana, S. Zafeiriou, Shiyang Cheng and M. Pantic Incremental Face Alignment in the Wild, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, ISBN 978-1-4799-5117-8 , ISSN 1063-6919, pp. 1859-1866, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
Shiyang Cheng, S. Zafeiriou, A. Asthana and M. Pantic 3D facial geometric features for constrained local model, in Proceedings of IEEE International Conference on Image Processing (ICIP 2014), IEEE Computer Society, USA, ISBN 978-1-4799-5751-4, pp. 1425-1429, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
Shiyang Cheng, A. Asthana, S. Zafeiriou, Jie Shen and M. Pantic Real-Time Generic Face Tracking in the Wild with CUDA, in Proceedings of the 5th ACM Multimedia Systems Conference, MMSys 2014, ACM, New York, ISBN 978-1-4503-2705-3, pp. 148-151, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
S. Eleftheriadis, O. Rudovic and M. Pantic View-constrained latent variable model for multi-view facial expression classification, in Proceedings of the 10th International Symposium on Advances in Visual Computing, 10th International Symposium, ISVC 2014, Lecture Notes in Computer Science, volume 8888, Springer International Publishing, Switzerland, ISBN 978-3-319-14363-7, ISSN 0302-9743, pp. 292-303, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
V. Evers, N. Menezes, L. Merino, D. Gavrilla, F. Nabais, M. Pantic, P. Alvito and D.E. Karreman The Development and Real-World Deployment of FROG, the Fun Robotic Outdoor Guide, in Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction, HRI 2014, ACM, New York, ISBN 978-1-4503-2658-2, pp. 100-100, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
C. Georgakis, S. Petridis and M. Pantic Discriminating Native from Non-Native Speech using fusion of visual cues, in Proceedings of the ACM International Conference on Multimedia, MM 2014, ACM, New York, ISBN 978-1-4503-3063-3, pp. 1177-1180, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
C. Georgakis, S. Petridis and M. Pantic Visual-only discrimination between native and non-native speech, in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, IEEE Computer Society, USA, ISBN 978-1-4799-2892-7, pp. 4828-4832, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
Bihan Jiang, B. Martinez, M. Valstar and M. Pantic Decision Level Fusion of Domain Specific Regions for Facial Action Recognition, in Proceedings of the 22nd International Conference on Pattern Recognition (ICPR 2014), IEEE Computer Society, USA, ISBN 978-1-4799-5208-3, ISSN 1051-4651, pp. 1776-1781, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
Bihan Jiang, B. Martinez and M. Pantic Parametric temporal alignment for the detection of facial action temporal segments, in Proceedings of the 25th British Machine Vision Conference (BMVC 2014), BMVC Press, Durham, UK, ISBN not assigned, pp. 95-105, 2014 [ BiBTeX Eprints  Download PDF document  Download PDF document
J. Kossaifi, G. Tzimiropoulos and M. Pantic Fast Newton active appearance models, in Proceedings of IEEE International Conference on Image Processing (ICIP 2014), IEEE Computer Society, USA, ISBN 978-1-4799-5751-4, pp. 1420-1424, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
S. Liwicki, M.T. Pham, S. Zafeiriou, M. Pantic and B. Stenger Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, ISBN 978-1-4799-5117-8 , ISSN 1063-6919, pp. 105-112, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
M. Nicolaou, S. Zafeiriou and M. Pantic A unified framework for probabilistic component analysis, in Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2014, Lecture Notes in Computer Science, volume 8725, Springer Verlag, Berlin, ISBN 978-3-662-44850-2, ISSN 0302-9743, pp. 469-484, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
M. Nicolaou, Y. Panagakis, S. Zafeiriou and M. Pantic Robust Canonical Correlation Analysis: Audio-visual fusion for learning continuous interest, in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, IEEE Computer Society, USA, ISBN 978-1-4799-2892-7, pp. 1522-1526, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
S. Nikitidis, S. Zafeiriou and M. Pantic Merging SVMs with Linear Discriminant Analysis: A Combined Model, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, ISBN 978-1-4799-5117-8, ISSN 1063-6919, pp. 1067-1074, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
C. Sagonas, S. Zafeiriou, Y. Panagakis and M. Pantic RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, ISBN 978-1-4799-5117-8, ISSN 1063-6919, pp. 1789-1796, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
M. Soleymani, S. Asghari-Esfeden, M. Pantic and Yun Fu Continuous emotion detection using EEG signals and facial expressions, in Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2014), IEEE Computer Society, USA, ISBN 978-1-4799-4761-4, pp. 1-6, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
G. Timiropoulos and M. Pantic Gauss-Newton Deformable Part Models for Face Alignment In-the-Wild, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, ISBN 978-1-4799-5117-8 , ISSN 1063-6919, pp. 1851-1858, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
S. Yang, O. Rudovic, V. Pavlovic and M. Pantic Personalised modelling of facial action unit intensity, in Proceedings of 10th International Symposium on Advances in Visual Computing, 10th International Symposium, ISVC 2014, Lecture Notes in Computer Science, volume 8888, Springer International Publishing, USA, ISBN 978-3-319-14363-7, ISSN 0302-9743, pp. 269-281, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
L. Zafeiriou, E. Antonakos, S. Zafeiriou and M. Pantic Joint Unsupervised Face Alignment and Behaviour Analysis, in Proceedings of the 13th European Conference on Computer Vision, ECCV 2014, Lecture Notes in Computer Science, volume 8692, Springer International Publishing, Switzerland, ISBN 978-3-319-10592-5, ISSN 0302-9743, pp. 167-183, 2014 [ BiBTeX Eprints  DOI>  Download PDF document
L. Zafeiriou, S. Nikitidis, S. Zafeiriou and M. Pantic Slow features nonnegative matrix factorization for temporal data decomposition, in Proceedings of IEEE International Conference on Image Processing (ICIP 2014), IEEE Computer Society, USA, ISBN 978-1-4799-5751-4, pp. 1430-1434, 2014 [ BiBTeX Eprints  DOI>  Download PDF document

 

2013

Journal Papers

K. Bousmalis, S. Zafeiriou, L.P. Morency and M. Pantic Infinite conditional random fields for human behavior analysis, IEEE Transactions on Neural Networks and Learning Systems, 24(1):170-177, ISSN 2162-237X, 2013 *** ISI Impact 3.770 *** [ BiBTeX Eprints  DOI>  Download PDF document
K. Bousmalis, M. Mehu and M. Pantic 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):203-221, ISSN 0262-8856, 2013 *** ISI Impact 1.960 *** [ BiBTeX Eprints  DOI>  Download PDF document
S. Liwicki, G. Tzimiropoulos, S. Zafeiriou and M. Pantic Euler principal component analysis, International Journal of Computer Vision, 101(3):498-518, ISSN 0920-5691, 2013 *** ISI Impact 3.620 *** [ BiBTeX Eprints  DOI>  Download PDF document
B. Martinez, M. Valstar, X. Binefa and M. Pantic Local Evidence Aggregation for Regression-Based Facial Point Detection, IEEE transactions on pattern analysis and machine intelligence, 35(5):1149-1163, ISSN 0162-8828, 2013 *** ISI Impact 4.800 *** [ BiBTeX Eprints  DOI>  Download PDF document
J. Orozco, O. Rudovic, J. Gonzalez and M. Pantic Hierarchical online appearance-based tracking for 3D head pose, eyebrows, lips, eyelids, and irises, Image and vision computing, 31(4):322-340, ISSN 0262-8856, 2013 *** ISI Impact 1.960 *** [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis, B, Martinez and M. Pantic The MAHNOB Laughter Database , Image and Vision Computing, 31(2):186-202, ISSN 0262-8856, 2013 *** ISI Impact 1.960 *** [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic, M. Pantic and I. Patras Coupled Gaussian processes for pose-invariant facial expression recognition, IEEE transactions on pattern analysis and machine intelligence, 35(6):1357-1369, ISSN 0162-8828, 2013 *** ISI Impact 4.800 *** [ BiBTeX Eprints  DOI>  Download PDF document
Jie Shen and M. Pantic HCI^2 Framework: A software framework for multimodal human-computer interaction systems, IEEE Transactions on Cybernetics, 43(6):1593-1606, ISSN 2168-2267, 2013 [ BiBTeX Eprints  DOI>  Download PDF document

 

Book Chapters

T. Pun, C. Pelachaud, N. Sebe, A. Nijholt, S. D’Mello and M. Pantic Foreword ACII 2013, pp. 3. In Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), A. Nijholt, S. D’Mello and M. Pantic (eds), IEEE Computer Society, USA, ISBN 978-0-7695-5048-0, 2013 [ BiBTeX Eprints  [Official URL]  Download PDF document

 

Contributions to Proceedings

A. Asthana, S. Zafeiriou, Shiyang Cheng and M. Pantic Robust discriminative response map fitting with constrained local models, in Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, CVPR 2013, IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, USA, ISBN 978-0-7695-4989-7, ISSN 1063-6919, pp. 3444-3451, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
K. Bousmalis, S. Zafeiriou, L.P. Morency, M. Pantic and Z. Ghahramani Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures, in European Conference Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2013, Lecture Notes in Computer Science, volume 8189, Springer Verlag, Berlin, ISBN 978-3-642-40990-5, ISSN 0302-9743, pp. 531-547, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
S. Eleftheriadis, O. Rudovic and M. Pantic Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition, in 9th International Symposium on Advances in Visual Computing, ISVC 2013, Lecture Notes in Computer Science, volume 8033, Springer Verlag, Berlin Heidelberg, ISBN 978-3-642-41913-3, ISSN 0302-9743, pp. 527-538, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
A.C. Elkins, Yijia Sun, S. Zafeiriou and M. Pantic The face of an imposter: Computer Vision for Deception Detection Research in Progress, in Report of the HICSS-45 Rapid Screening Technologies, Deception Detection and Credibility Assessment Symposium, IEEE Computer Society, USA, ISBN not assigned, pp. 106-110, 2013 [ BiBTeX Eprints  Download PDF document  Download PDF document
I. Marras, J. Alabort, G. Tzimiropoulos, S. Zafeiriou and M. Pantic 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, IEEE Computer Society, USA, ISBN 978-1-4673-5545-2, pp. 1-8, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
M. Nicolaou, S. Zafeiriou and M. Pantic Correlated-Spaces Regression for Learning Continuous Emotion Dimensions, in Proceedings of the 21st ACM international conference on Multimedia, MM 2013, ACM, New York, ISBN 978-1-4503-2404-5 , pp. 773-776, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
A. Oikonomopoulos and M. Pantic Human Activity Recognition Using Hierarchically-Mined Feature Constellations, in 9th International Symposium on Visual Computing, ISVC 201313, Lecture Notes in Computer Science, volume 8033, Springer Verlag, Berlin, ISBN 978-3-642-41913-3, ISSN 0302-9743, pp. 150-159, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
J. Orozco, B. Martinez and M. Pantic Empirical Analysis of Cascade Deformable Models for Multi-View Face Detection, in Proceedings of the IEEE International Conference on Image Processing, ICIP 2013, IEEE Computer Society, USA, ISBN not assigned, pp. 5, 2013 [ BiBTeX Eprints  [Official URL]  Download PDF document
Y. Panagakis, M. Nicolaou, S. Zafeiriou and M. Pantic 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, IEEE Computer Society, USA, ISSN 1063-6919, pp. 540-547, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic, V. Pavlovic and M. Pantic Automatic Pain Intensity Estimation using Heteroscedastic Conditional Ordinal Random Fields, in 9th International Symposium on Visual Computing, ISVC 2013, Lecture Notes in Computer Science, volume 8034, Springer Verlag, Berlin, ISBN 978-3-642-41938-6, ISSN 0302-9743, pp. 234-243, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic, S. Petridis and M. Pantic Bimodal Log-linear Regression for Fusion of Audio and Visual Features, in Proceedings of the 21st ACM international conference on Multimedia, MM 2013, ACM, New York, ISBN 978-1-4503-2404-5 , pp. 789-792, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
M. Soleymani, S. Kaltwang and M. Pantic Human behavior sensing for tag relevance assessment, in Proceedings of the 21st ACM international conference on Multimedia, MM 2013, ACM, New York, ISBN 978-1-4503-2404-5 , pp. 657-660, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
M. Soleymani and M. Pantic Multimedia implicit tagging using EEG signals, in Proceedings of the IEEE International Conference on Multimedia and Expo, ICME 2013, IEEE Computer Society, USA, ISBN 978-1-4799-0015-2, ISSN 1945-7871, pp. 1-6, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
G. Tzimiropoulos and M. Pantic Optimization problems for fast AAM fitting in-the-wild , in Proceedings of the IEEE International Conference on Computer Vision, ICCV 2013, IEEE International Conference on Computer Vision, IEEE Communications Society, USA, ISSN 1550-5499, pp. 593-600, 2013 [ BiBTeX Eprints  DOI>  Download PDF document
L. Zafeiriou, M. Nicolaou, S. Zafeiriou, S. Nikitids and M. Pantic Learning slow features for behavior analysis, in Proceedings of the IEEE International Conference on Computer Vision, ICCV 2013, IEEE International Conference on Computer Vision, IEEE Computer Society, USA, ISSN 1550-5499, pp. 2840-2847, 2013 [ BiBTeX Eprints  DOI>  Download PDF document

 

2012

Journal Papers

S. Liwicki, S. Zafeiriou, G. Tzimiropoulos and M. Pantic Efficient Online Subspace Learning With an Indefinite Kernel for Visual Tracking and Recognition, IEEE Transactions on Neural Networks and Learning Systems, 23(10):1624-1636, ISSN 2162-237X, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
G. McKeown, M.F. Valstar, R. Cowie, M. Pantic and M. Schroeder The SEMAINE Database: Annotated Multimodal Records of Emotionally Colored Conversations between a Person and a Limited Agent, IEEE Transactions on Affective Computing, 3(1):5-17, ISSN 1949-3045, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
M.A. Nicolaou, H. Gunes and M. Pantic Output-associative RVM regression for dimensional and continuous emotion prediction, Image and Vision Computing, 30(10):186-196, ISSN 0262-8856, 2012 *** ISI Impact 1.723 *** [ BiBTeX Eprints  DOI>  Download PDF document
G. Sandbach, S. Zafeiriou, M. Pantic and D. Rueckert Recognition of 3D facial expression dynamics, Image and Vision Computing, 30(10):762-773, ISSN 0262-8856, 2012 *** ISI Impact 1.723 *** [ BiBTeX Eprints  DOI>  Download PDF document
G. Sandbach, S. Zafeiriou, M. Pantic and Lijun Yin Static and dynamic 3D facial expression recognition: A comprehensive survey, Image and Vision Computing, 30(10):683-697, ISSN 0262-8856, 2012 *** ISI Impact 1.723 *** [ BiBTeX Eprints  DOI>  Download PDF document
M. Schroeder, E. Bevacqua, R. Cowie, F. Eyben, H. Gunes, D.K.J. Heylen, M. ter Maat, G. McKeown, S.C. Pammi, M. Pantic, C. Pelachaud, B. Schuller, E. De Sevin, M.F. Valstar and M. Woellmer Building Autonomous Sensitive Artificial Listeners, IEEE Transactions on Affective Computing, 3(2):165-183, ISSN 1949-3045, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
M. Soleymani, J. Lichtenauer, T. Pun and M. Pantic A Multimodal Database for Affect Recognition and Implicit Tagging, IEEE Transactions on Affective Computing, 3(1):42-55, ISSN 1949-3045, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
M. Soleymani, M. Pantic and T. Pun Multimodal Emotion Recognition in Response to Videos, IEEE Transactions on Affective Computing, 3(2):211-223, ISSN 1949-3045, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
G. Tzimiropoulos, S. Zafeiriou and M. Pantic Subspace learning from image gradient orientations, IEEE transactions on pattern analysis and machine intelligence, 34(12):2454-2466, ISSN 0162-8828, 2012 *** ISI Impact 4.908 *** [ BiBTeX Eprints  DOI>  Download PDF document
M.F. Valstar and M. Pantic Fully Automatic Recognition of the Temporal Phases of Facial Actions, IEEE Transactions on Systems, Man and Cybernetics – Part B: Cybernetics, 42(1):28-43, ISSN 1083-4419, 2012 *** ISI Impact 3.080 *** [ BiBTeX Eprints  DOI>  Download PDF document
M.F. Valstar, M. Mehu, Bihan Jiang, M. Pantic and K. Scherer Meta-Analysis of the First Facial Expression Recognition Challenge, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 42(4):966-979, ISSN 1083-4419, 2012 *** ISI Impact 3.080 *** [ BiBTeX Eprints  DOI>  Download PDF document
A. Vinciarelli, M. Pantic, D.K.J. Heylen, C. Pelachaud, I. Poggi, F. D’Ericco and M. Schroeder Bridging the Gap between Social Animal and Unsocial Machine: A Survey of Social Signal Processing, IEEE Transactions on Affective Computing, 3(1):69-87, ISSN 1949-3045, 2012 [ BiBTeX Eprints  DOI>  Download PDF document

 

Contributions to Proceedings

F. Eyben, S. Petridis, B. Schuller and M. Pantic Audiovisual vocal outburst classification in noisy conditions, in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, IEEE Computer Society, USA, ISBN 978-1-4673-0045-2, ISSN 1520-6149, pp. 5097-5100, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
Bihan Jiang, M. Valstar and M. Pantic Facial action detection using block-based pyramid appearance descriptors, in Proceedings of the IEEE International Conference on Social Computing, SocialCom 2012, IEEE Computer Society, USA, ISBN 978-1-4673-5638-1, pp. 429-434, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
S. Kaltwang, O. Rudovic and M. Pantic Continuous pain intensity estimation from facial expressions, in Proceedings of the 8th International Symposium on Advances in Visual Computing, ISVC 2012, Lecture Notes in Computer Science, volume 7432, Springer Verlag, Berlin, Germany, ISBN 978-3-642-33190-9, ISSN 0302-9743, pp. 368-377, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
S. Liwicki, S. Zafeirious and M. Pantic Incremental slow features analysis with indefinite kernel for online temporal video segmentation, in Proceedings of the 11th Asian Conference on Computer Vision, ACCV 2012, Lecture Notes in Computer Science, volume 7725, Springer Verlag, London, ISBN 978-3-642-37443-2, pp. 162-175, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
M.A. Nicolaou, V. Pavlovic and M. Pantic Dynamic probabilistic CCA for analysis of affective behaviour, in Proceedings of the European Conference on Computer Vision, ECCV 2012, Lecture Notes in Computer Science , volume 7578, Springer Verlag, Berlin, ISBN 978-3-642-33785-7, ISSN 0302-9743, pp. 98-111, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis, S. Bilakhia and M. Pantic 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, ACM, New York, ISBN 978-1-4503-1089-5, pp. 813-816, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic, V. Pavlovic and M. Pantic Kernel conditional ordinal random fields for temporal segmentation of facial action units, in Computer Vision – ECCV 2012 Workshops and Demonstrations, Lecture Notes in Computer Science , volume 7584, Springer Verlag, Berlin, ISBN 978-3-642-33867-0, ISSN 0302-9743, pp. 260-269, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic, V. Pavlovic and M. Pantic 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), IEEE Computer Society, Washington DC, ISBN 978-1-4673-1226-4 , ISSN 1063-6919, pp. 2634-2641, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
G. Sandbach, S. Zafeiriou and M. Pantic Binary pattern analysis for 3D facial action unit detection, in Proceedings of the British Machine Vision Conference, BMVC 2012, BMVA Press, UK, ISBN 1-901725-46-4, pp. 119-130, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
G. Sandbach, S. Zafeiriou and M. Pantic Local normal binary patterns for 3D facial action unit detection, in Proceedings of the IEEE International Conference on Image Processing, ICIP 2012, IEEE Computer Society, USA, ISBN 978-1-4673-2533-2, pp. 1813-1816, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
M. Soleymani and M. Pantic Human-Centered Implicit Tagging: Overview and Perspectives, in 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC), IEEE Computer Society, USA, ISBN 978-1-4673-1713-9, pp. 3304-3309, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
Xiaofan Sun, A. Nijholt and M. Pantic Towards Mimicry Recognition during Human Interactions: Automatic Feature Selection and Representation, in Proceedings 4th International ICST Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN 2011), Revised Selected Papers, A.S. Camurri and C. Costa (eds), Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, volume 78, Springer Verlag, Heidelberg, ISBN 978-3-642-30213-8, ISSN 1867-8211, pp. 160-169, 2012 [ BiBTeX Eprints  DOI>  Download PDF document
G. Tzimiropoulos, J. Alabort, S. Zaferiou and M. Pantic Generic active appearance models revisited, in Proceedings of the 11th Asian Conference on Computer Vision, ACCV 2012, Lecture Notes in Computer Science , volume 7726, Springer Verlag, ISBN not assigned, pp. 650-663, 2012 [ BiBTeX Eprints  DOI>  Download PDF document

 

Misc

J. Lichtenauer, M. Valstar, Xiaofan Sun, A. Nijholt and M. Pantic Mahnob HMI IBug Mimicry Database (MHI-MIMICRY), extreport, 2012 [ BiBTeX Eprints  Download PDF document  Download PDF document

 

2011

Journal Papers

J. Lichtenauer, Jie Shen, M. Valstar and M. Pantic Cost-effective solution to synchronised audio-visual data capture using multiple sensors, Image and Vision Computing, T. Lee and S. Soatto (eds), 29(10):666-680, ISSN 0262-8856, 2011 *** ISI Impact 1.960 *** [ BiBTeX Eprints  DOI>  Download PDF document
M. Nicolaou, H. Gunes and M. Pantic Continuous prediction of spontaneous affect from multiple cues and modalities in valance-arousal space, IEEE Transactions on Affective Computing, 2(2):92-105, ISSN 1949-3045, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
A. Oikonomopoulos, I. Patras and M. Pantic Spatiotemporal Localization and Categorization of Human Actions in Unsegmented Image Sequences, IEEE Transactions on Image Processing, 20(4):1126-1140, ISSN 1057-7149, 2011 *** ISI Impact 3.042 *** [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis and M. Pantic Audiovisual discrimination between speech and laughter: Why and when visual information might help, IEEE Transactions on Multimedia, 13(2):216-234, ISSN 1520-9210, 2011 *** ISI Impact 1.935 *** [ BiBTeX Eprints  DOI>  Download PDF document

 

Book Chapters

H. Gunes, M. Nicolaou and M. Pantic Continuous Analysis of Affect from Voice and Face, pp. 255-292. In Computer Analysis of Human Behaviour, A.A. Salah and T. Gevers (eds), Springer Verlag, London, ISBN 978-0-85729-993-2, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
M. Pantic, R. Cowie, F. D’Errico, D.K.J. Heylen, M. Mehu, C. Pelachaud, I. Poggi, M. Schroeder and A. Vinciarelli Social Signal Processing: The Research Agenda, pp. 511-538. In Visual Analysis of Humans, T.B. Moeslund, A. Hilton, V. Kruger and L. Sigal (eds), Springer Verlag, London, ISBN 978-0-85729-996-3, 2011 [ BiBTeX Eprints  DOI>  Download PDF document

 

Contributions to Proceedings

K. Bousmalis, L.-P. Morencey and M. Pantic Modeling hidden dynamics of multimodal cues for spontaneous agreement and disagreement recognition, in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7 , pp. 746-752, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
F. Eyben, S. Petridis, B. Schuller, G. Tzimiropoulos, S. Zafeiriou and M. Pantic Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), IEEE Signal Processing Society, USA, ISBN 978-1-4577-0538-0, ISSN 1520-6149, pp. 5844-5847, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
F. Eyben, M. Wöllmer, M.F. Valstar, H. Gunes, B. Schuller and M. Pantic String-based audiovisual fusion of behavioural events for the assessment of dimensional affect , in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7, pp. 322-329, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
H. Gunes, B. Schuller, M. Pantic and R. Cowie Emotion representation, analysis and synthesis in continuous space: A survey, in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7, pp. 827-834, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
Bihan Jiang, M.F. Valstar and M. Pantic Action Unit detection using sparse appearance descriptors in space-time video volumes, in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7 , pp. 314-321, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
J. Lichtenauer and M. Pantic Monocular omnidirectional head motion capture in the visible light spectrum, in IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011, IEEE Computer Society, USA, ISBN 978-1-4673-0062-9, pp. 430-436, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
S. Liwicki, S. Zafeiriou, G. Tzimiropoulos and M. Pantic Fast and Robust Appearance-based Tracking, in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7 , pp. 507-513, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
M.A. Nicolaou, H. Gunes and M. Pantic A Multi-layer Hybrid Framework for Dimensional Emotion Classification, in MM ’11 : Proceedings of the 19th ACM International Conference on Multimedia , ACM, New York, ISBN 978-1-4503-0616-4, pp. 933-936, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
M. Nicolaou, H. Gunes and M. Pantic Designing Frameworks for Automatic Affect Prediction and Classification in Dimensional Space, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2011), IEEE Computer Society, USA, ISBN 978-1-4577-0529-8 , ISSN 2160-7508, pp. 20-26, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
M. Nicolaou, H. Gunes and M. Pantic Output-associative RVM regression for dimensional and continuous emotion prediction , in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Communications Society, USA, ISBN 978-1-4244-9140-7 , pp. 16-23, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis, M. Pantic and J.F. Cohn Prediction-based classification for audiovisual discrimination between laughter and speech , in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7 , pp. 619-626, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic and M. Pantic Shape-constrained Gaussian Process Regression for Facial-point-based Head-pose Normalization, in IEEE International Conference on Computer Vision, ICCV 2011, IEEE Computer Society, USA, ISBN 978-1-4577-1101-5 , ISSN 1550-5499, pp. 1495-1502, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
G. Sandbach, S. Zafeiriou, M. Pantic and D. Rueckert A dynamic approach to the recognition of 3D facial expressions and their temporal models , in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7 , pp. 406-413, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
M. Schröder, S. Pammi, H.J.A. Gunes, M. Pantic, M. Valstar, R. Cowie, G. McKeown, D.K.J. Heylen, M. ter Maat, F. Eyben, B. Schuller, M. Wölmmer, E. Bevacqua, C. Pelachaud and E.20 De Sevin Come and have an emotional workout with sensitive artificial listeners!, in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7, pp. 646-646, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
Jie Shen, S. Wenzhe and M. Pantic HCI^2 Workbench: A Development Tool for Multimodal Human-Computer Interaction Systems, in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7, pp. 766-773, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
Xiaofan Sun, J. Lichtenauer, M. Valstar, A. Nijholt and M. Pantic A Multimodal Database for Mimicry Analysis, in Proceedings 4th International Conference on Affective Computing and Intelligent Interaction (ACII2011), Part I, S. D’Mello, A. Graesser, B. Schuller and J.-C. Martin (eds), Lecture Notes in Computer Science , volume 6974, Springer Verlag, Berlin, ISBN 978-3-642-24599-2, ISSN 0302-9743, pp. 367-376, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
Xiaofan Sun, K.P. Truong, A. Nijholt and M. Pantic Automatic Understanding of Affective and Social Signals by Multimodal Mimicry Recognition, in Proceedings 4th International Conference on Affective Computing and Intelligent Interaction (ACII 2011), S. D’Mello, A. Graesser, B. Schuller and J.-C. Martin (eds), Lecture Notes in Computer Science , volume 6975, Springer Verlag, Berlin, ISBN 978-3-642-24570-1, ISSN 0302-9743, pp. 289-296, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
Xiaofan Sun, A. Nijholt, K.P. Truong and M. Pantic Automatic visual mimicry expression analysis in interpersonal interaction, in IEEE Computer Vision and Pattern Recognition Workshops, CVPRW 2011, IEEE Computer Society, USA, ISBN 978-1-4577-0529-8, ISSN 2160-7508, pp. 40-46, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
Xiaofan Sun, K.P. Truong, M. Pantic and A. Nijholt Towards visual and vocal mimicry recognition in human-human interactions, in IEEE International Conference on Systems, Man, and Cybernetics (SMC 2011): Special Session on Social Signal Processing, E. Tunstel, S. Nahavandi and A. Stoica (eds), IEEE Computer Society, USA, ISBN 978-1-4577-0652-3, ISSN 1062-922X, pp. 367-373, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
G. Tzimiropoulos, S. Zafeiriou and M. Pantic Principal component analysis of image gradient orientations for face recognition, in Proceedings of the IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011) , IEEE Computer Society, USA, ISBN 978-1-4244-9140-7, pp. 553-558, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
G. Tzimiropoulos, S. Zafeiriou and M. Pantic Robust and Efficient Parametric Face Alignment, in IEEE International Conference on Computer Vision (ICCV 2011), IEEE Computer Society, USA, ISBN 978-1-4577-1101-5, ISSN 1550-5499, pp. 1847-1854, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
G. Tzimiropoulos, S. Zafeiriou and M. Pantic Sparse Representations of Image Gradient Orientations for Visual Recognition and Tracking, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR-W 2011), IEEE Computer Society, USA, ISBN 978-1-4577-0529-8, ISSN 2160-7508, pp. 26-33, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
M.F. Valstar, Bihan Jiang, M. Mehu, M. Pantic and K. Scherer The first facial expression recognition and analysis challenge, in IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), IEEE Computer Society, USA, ISBN 978-1-4244-9140-7, pp. 921-926, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
S. Zafeiriou and M. Pantic Facial Behaviometrics: the Case of Facial Deformation in Spontenaous Smile/Laughter, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR-W 2011), IEEE Computer Society, USA, ISBN 978-1-4577-0529-8, pp. 13-19, 2011 [ BiBTeX Eprints  DOI>  Download PDF document
S. Zafeiriou, G. Tzimiropoulos and M. Pantic Subspace Analysis Of Arbitrarily Many Linear Filter Responses with an application to Face Tracking, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR-W 2011), IEEE Computer Society, USA, ISBN 978-1-4577-0529-8, ISSN 2160-7508, pp. 37-42, 2011 [ BiBTeX Eprints  DOI>  Download PDF document

 

2010

Journal Papers

H.J.A. Gunes and M. Pantic Automatic, Dimensional and Continuous Emotion Recognition, International Journal of Synthetic Emotions, J. Vallverdú (eds), 1(1):68-99, ISSN 1947-9093, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
S. Koelstra, M. Pantic and I. Patras A dynamic texture based approach to recognition of facial actions and their temporal models, IEEE transactions on pattern analysis and machine intelligence, 32(11):1940-1954, ISSN 0162-8828, 2010 *** ISI Impact 4.908 *** [ BiBTeX Eprints  DOI>  Download PDF document
A. Vinciarelli and M. Pantic Techware: www.sspnet.eu: A Web Portal for Social Signal Processing, IEEE Signal Processing Magazine, A. Ortega (eds), 27(4):142-144, ISSN 1053-5888, 2010 *** ISI Impact 4.066 *** [ BiBTeX Eprints  DOI>  Download PDF document

 

Contributions to Proceedings

H. Gunes and M. Pantic Automatic Measurement of Affect in Dimensional and Continuous Spaces: Why, What, and How?, in Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, Measuring Behavior 2010, A.J. Spink, F. Grieco, O.E. Krips, L.W.S. Loijens, L.P.J.J. Noldus and P.H. Zimmerman (eds), Noldus, Wageningen, ISBN 978-90-74821-86-5, pp. 122-126, 2010 [ BiBTeX Eprints  Download PDF document  Download PDF document
H. Gunes and M. Pantic Dimensional Emotion Recognition from Spontaneous Head Gestures for Interaction with Sensitive Artificial Listeners, in Proceedings of the 10th International Conference on Intelligent Virtual Agents, IVA 2010, J. Allbeck, N. Badler, T. Bickmore, C. Pelachaud and A. Safonova (eds), Lecture Notes in Computer Science, volume 6356, Springer Verlag, Berlin, ISBN 978-3-642-15892-6 , pp. 371-377, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
J. Jiao and M. Pantic Implicit Image Tagging via Facial Information, in Proceedings of the 2nd International Workshop on Social Signal Processing, SSPW 2010, ACM, New York, ISBN 978-1-4503-0174-9 , pp. 59-64, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
B. Martinez, X. Binefa and M. Pantic Facial Component Detection in Thermal Imagery, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2010, Workshop on Object Tracking & Classification Beyond and in the Visible Spectrum, volume 3, IEEE Computer Society, USA, ISBN 978-1-4244-7029-7, pp. 48-54, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
G. McKeown, M.F. Valstar, R. Cowie and M. Pantic The SEMAINE corpus of emotionally coloured character interactions, in IEEE International Conference on Multimedia and Expo, ICME 2010, IEEE Computer Society, USA, ISBN 978-1-4244-7491-2, ISSN 1945-7871, pp. 1079-1084, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
M. Nicolaou, H. Gunes and M. Pantic Audio-visual Classification and Fusion of Spontaneous Affect Data in Likelihood Space, in 20th International Conference on Pattern Recognition, ICPR 2010, IEEE Computer Society, USA, ISBN 978-0-7695-4109-9, pp. 3695-3699, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
M.A. Nicolaou, H.J.A. Gunes and M. Pantic Automatic Segmentation of Spontaneous Data using Dimensional Labels from Multiple Coders, in Workshop on Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality, M. Kipp, J.-C. Martin, P. Paggio and D.K.J. Heylen (eds), German Research Center for AI (DFKI), Saarbrucken, ISBN not assigned, pp. 43-48, 2010 [ BiBTeX Eprints  Download PDF document  Download PDF document
A. Oikonomopoulos, I. Patras and M. Pantic Discriminative Space-time Voting for Joint Recognition and Localization of Actions, in Proceedings of the 2nd International Workshop on Social Signal Processing, SSPW 2010, ACM, New York, ISBN 978-1-4503-0174-9, pp. 11-16, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis, A. Asghar and M. Pantic Classifying laughter and speech using audio-visual feature prediction, in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), IEEE Computer Society, USA, ISBN 978-1-4244-4295-9 , ISSN 1520-6149, pp. 5254-5257, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic, I. Patras and M. Pantic Coupled Gaussian Process Regression for pose-invariant facial expression recognition, in Proceedings of the 11th European Conference on Computer Vision, ECCV 2010, K. Daniilidis, P. Maragos and N. Paragios (eds), Lecture Notes in Computer Science, volume 6312, Springer Verlag, Berlin, ISBN 978-3-642-15551-2, pp. 350-363, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic, I. Patras and M. Pantic Facial Expression Invariant Head Pose Normalization using Gaussian Process Regression, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR '10), Workshop CVPR for Human Communicative Behaviour Analysis (CVPR4HB), volume 3, IEEE Computer Society, USA, ISBN 978-1-4244-7029-7, pp. 28-33, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
O. Rudovic, I. Patras and M. Pantic Regression-based Multi-View Facial Expression Recognition, in Proceedings of the 20th International Conference on Pattern Recognition, ICPR 2010, IEEE Computer Society, USA, ISBN 978-0-7695-4109-9, pp. 4121-4124, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
D. Tax, M.F. Valstar, M. Pantic and E. Hendriks The detection of concept frames using Clustering Multi-Instance Learning, in 20th International Conference on Pattern Recognition, ICPR 2010 , IEEE Computer Society, USA, ISBN 978-1-4244-7542-1, ISSN 1051-4651, pp. 2917-2920, 2010 [ BiBTeX Eprints  DOI>  Download PDF document
M.F. Valstar, B. Martinez, X. Binefa and M. Pantic Facial Point Detection using Boosted Regression and Graph Models, in IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2010, IEEE Computer Society, USA, ISBN 978-1-4244-6984-0, ISSN 1063-6919, pp. 2729-2736, 2010 [ BiBTeX Eprints  DOI>  Download PDF document

 

2009

Journal Papers

A. Oikonomopoulos, M. Pantic and I. Patras Sparse B-spline polynomial descriptors for human activity recognition, Image and Vision Computing, 27(12):1814-1825, ISSN 0262-8856, 2009 *** ISI Impact 1.723 *** [ BiBTeX Eprints  DOI>  Download PDF document
M. Pantic, A. Pentland and A. Nijholt Guest Editorial Special Issue on Human Computing, Transactions on Systems, Man, and Cybernetics--Part B: Cybernetics, E. Santos (eds), 39(1):3-5, ISSN 1083-4419, 2009 *** ISI Impact 3.080 *** [ BiBTeX Eprints  DOI>  Download PDF document
M. Pantic and A. Vinciarelli Implicit Human-Centered Tagging, IEEE Signal Processing Magazine, 26(6):173-180, ISSN 1053-5888, 2009 *** ISI Impact 4.066 *** [ BiBTeX Eprints  DOI>  Download PDF document
M. Pantic Machine analysis of facial behaviour: Naturalistic and dynamic behaviour, Philosophical Transactions of The Royal Society B, 364(1535):3505-3513, ISSN 0962-8436, 2009 *** ISI Impact 6.401 *** [ BiBTeX Eprints  DOI>  Download PDF document
M. Pantic and J.F. Cohn Visual and multimodal analysis of human spontaneous Behaviour: Introduction to the Special Issue, Image and Vision Computing, M. Pantic and J.F. Cohn (eds), 27(12):1741-1742, ISSN 0262-8856, 2009 *** ISI Impact 1.723 *** [ BiBTeX Eprints  DOI>  Download PDF document
A. Vinciarelli, M. Pantic and H. Bourlard Social Signal Processing: Survey of an Emerging Domain, Image and Vision Computing, 27(12):1743-1759, ISSN 0262-8856, 2009 *** ISI Impact 1.723 *** [ BiBTeX Eprints  DOI>  Download PDF document
Zhihong Zeng, M. Pantic, G.I. Roisman and Thomas S. Huang A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions, IEEE transactions on pattern analysis and machine intelligence, 31(1):39-58, ISSN 0162-8828, 2009 *** ISI Impact 4.908 *** [ BiBTeX Eprints  DOI>  Download PDF document

 

Book Chapters

M. Pantic Affective Computing (revisited), pp. 15-21. In Encyclopedia of Multimedia Technology and Networking - 2nd Edition, M. Pagani (eds), Idea Group Reference, Hershey, PA, USA, ISBN 978-1-60566-014-1, 2009 [ BiBTeX Eprints  Download PDF document
M. Pantic Face for Interface (revisited), pp. 560-567. In Encyclopedia of Multimedia Technology and Networking - 2nd Edition, M. Pagani (eds), Idea Group Reference, Hershey, PA, USA, ISBN 978-1-60566-014-1, 2009 [ BiBTeX Eprints  Download PDF document
M. Pantic Facial Expression Analysis, pp. 400-406. In Encyclopedia of biometrics, S. Li and A. Jain (eds), Springer Verlag, London, ISBN 978-0-387-73002-8, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
Zhihong Zeng, M. Pantic and Thomas S. Huang Emotion Recognition based on Multimodal Information, pp. 241-266. In Affective Information Processing, T. Tan and J. Tao (eds), Springer Verlag, London, ISBN 978-1-84800-305-7, 2009 [ BiBTeX Eprints  DOI>  Download PDF document

 

Contributions to Proceedings

H. Aghajan, R. Braspenning, Y. Ivanov, L.-P. Morency, A. Nijholt, M. Pantic and Ming-Hsuan Yang Use of context in vision processing: an introduction to the UCVP 2009 workshop., in Workshop on Use of Context in Vision Processing (UCVP 2009), ICMI-MLMI workshop, H. Aghajan, R. Braspenning, Y. Ivanov, L.-P. Morency, A. Nijholt, M. Pantic and M. Yang (eds), ACM, New York, NY, ISBN 978-1-60558-691-5, pp. 1-3, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
K. Bousmalis, M. Mehu and M. Pantic Spotting Agreement and Disagreement: A Survey of Nonverbal Audiovisual Cues and Tools, in Proceedings of IEEE Int’l Conf. Affective Computing and Intelligent Interfaces (ACII’09), volume 2, IEEE Computer Society, Los Alamitos, ISBN 978-1-4244-4799-2, pp. 1-9, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
J.F. Cohn, A. Nijholt and M. Pantic Foreword 3rd International Conference on Affective Computing and Intelligent Interaction - ACII 2009, in Proceedings 3rd International Conference on Affective Computing and Intelligent Interaction - ACII 2009, J.F. Cohn, A. Nijholt and M. Pantic (eds), IEEE Computer Society, Los Alamitos, ISBN 978-1-4244-4799-2, pp. 1, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
J. Lichtenauer, M.F. Valstar, Jie Shen and M. Pantic Cost-effective solution to synchronized audio-visual capture using multiple sensors, in Proceedings 6th International Conference on Advanced Video and Signal Based Surveillance (AVSS '09), IEEE Computer Society, Los Alamitos, ISBN 978-0-7695-3718-4, pp. 324-329, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
A. Oikonomopoulos, I. Patras and M. Pantic An implicit spatiotemporal shape model for human activity localization and recognition, in IEEE International Conference on Computer Vision and Pattern Recognition, volume 3, IEEE Computer Society, Los Alamitos, ISBN 978-1-4244-3994-2, pp. 27-33, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis and M. Pantic Is this joke really funny? Judging the mirth by audiovisual laughter analysis, in IEEE International Conference on Multimedia and Expo (ICME'09), IEEE Computer Society, Los Alamitos, ISBN 978-1-4244-4291-1, ISSN 1945-788X, pp. 1444-1447, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis, H.J.A. Gunes, S. Kaltwang and M. Pantic Static vs. Dynamic Modelling of Human Nonverbal Behaviour from Multiple Cues and Modalities, in Proceedings of the 2009 International Conference on Multimodal Interfaces (ICMI’09), ACM, New York, ISBN 978-1-60558-772-1, pp. 23-30, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
M. Schröder, E. Bevacqua, F. Eyben, H.J.A. Gunes, D.K.J. Heylen, M. ter Maat, S. Pammi, M. Pantic, C. Pelachaud, B. Schuller, E. de Sevin, M.F. Valstar and M. Wöllmer A Demonstration of Audiovisual Sensitive Artificial Listeners, in 4th International HUMAINE Association Conference on Affective Computing and Intelligent Interaction, volume 1, IEEE Computer Society, Amsterdam, ISBN 978-1-4244-4799-2, pp. 263-264, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
Jie Shen and M. Pantic A Software Framework for Multimodal Human-Computer Interaction Systems, in Proceedings 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC'09), IEEE Computer Society, Los Alamitos, ISBN 978-1-4244-2794-9, pp. 2038-2045, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
A. Vinciarelli, N. Suditu and M. Pantic Implicit Human-Centered Tagging, in IEEE International Conference on Multimedia and Expo (ICME'09), IEEE Computer Society, Los Alamitos, ISBN 978-1-4244-4291-1, ISSN 1945-788X, pp. 1428-1431, 2009 [ BiBTeX Eprints  DOI>  Download PDF document
A. Vinciarelli, H. Salamin and M. Pantic Social Signal Processing: Understanding Social Actions through nonverbal behaviour analysis, in IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'09), volume 3, IEEE Computer Society, Los Alamitos, ISBN 978-1-4244-3994-2, pp. 42-49, 2009 [ BiBTeX Eprints  DOI>  Download PDF document

 

2008

Journal Papers

M. Pantic, A. Nijholt, A. Pentland and Thomas S. Huang Human-Centred Intelligent Human-Computer Interaction (HCI²): how far are we from attaining it?, Int. J. of Autonomous and Adaptive Communications Systems, 1(2):168-187, ISSN 1754-8632, 2008 [ BiBTeX Eprints  DOI>  Download PDF document

 

Book Chapters

H.J.A. Gunes, M. Piccardi and M. Pantic From the Lab to the real world: affect recognition using multiple cues and modalities, pp. 185-218. In Affective computing: focus on emotion expression, synthesis, and recognition, J. Or (eds), InTech Education and Publishing, Vienna, Austria, ISBN 978-3-902613-23-3, 2008 [ BiBTeX Eprints  Download PDF document
A. Nijholt and M. Pantic Preface, pp. 1. In BNAIC 2008: Proceedings of BNAIC 2008, the twentieth Belgian-Dutch Conference, A. Nijholt, M. Pantic, M. Poel and G.H.W. Hondorp (eds), University of Twente, Enschede, ISSN 1568-7805, 2008 [ BiBTeX Eprints  Download PDF document

 

Contributions to Proceedings

S. Koelstra and M. Pantic Non-rigid registration using free-form deformations for recognition of facial actions and their temporal dynamics, in Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'08), IEEE Computer Society, Washington, DC, USA, ISBN 978-1-4244-2154-1, pp. 1-8, 2008 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis and M. Pantic Audiovisual Discrimination between Laughter and Speech, in ICASSP 2008 International Conference on Acoustics, Speech and Signal Processing, IEEE Computer Society, Los Alamitos, ISBN 978-1-4244-1483-3, ISSN 1520-6149, pp. 5117-5120, 2008 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis and M. Pantic Audiovisual laughter detection based on temporal features, in 20th Belgian-Netherlands Conference on Artificial Intelligence, BNAIC 2008, A. Nijholt, M. Pantic, M. Poel and G.H.W. Hondorp (eds), University of Twente, ISSN 1568-7805, pp. 351-352, 2008 [ BiBTeX Eprints  Download PDF document
S. Petridis and M. Pantic Audiovisual laughter detection based on temporal features, in Proceedings of the 10th International Conference on Multimodal Interfaces (ICMI'08), ACM, New York, ISBN 978-1-60558-198-9, pp. 37-44, 2008 [ BiBTeX Eprints  DOI>  Download PDF document
S. Petridis and M. Pantic Fusion of audio and visual cues for laughter detection, in Proceedings of the 2008 International Conference on Content-Based Image and Video Retrieval (CIVR'08), ACM, New York, ISBN 978-1-60558-070-8, pp. 329-337, 2008 [ BiBTeX Eprints  DOI>  Download PDF document
B. Reuderink, M. Poel, K.P. Truong, R.W. Poppe and M. Pantic Decision-Level Fusion for Audio-Visual Laughter Detection, in 5th International Workshop, MLMI 2008, A. Popescu-Belis and R. Stiefelhagen (eds), Lecture Notes on Computer Science, volume 5237/2008, Springer Verlag, Berlin, ISBN 978-3-540-85852-2, ISSN 0302-9743, pp. 137-148, 2008 [ BiBTeX Eprints  DOI>  Download PDF document
M. Schröder, R. Cowie, D.K.J. Heylen, M. Pantic, C. Pelachaud and B. Schuller Towards responsive Sensitive Artificial Listeners, in Proceedings of the Fourth International Workshop on Human-Computer Conversation, University of Sheffield, Sheffield, UK, ISBN not assigned, pp. 6, 2008 [ BiBTeX Eprints  Download PDF document
A. Vinciarelli, M. Pantic, H. Bourlard and A. Pentland Social Signal Processing: State-of-the-Art and future perspectives of an emerging domain, in Proceedings of the 16th ACM International Conference on Multimedia (MM'08), ACM, New York, ISBN 978-1-60558-303-7, pp. 1061-1070, 2008 [ BiBTeX Eprints  DOI>  Download PDF document
A. Vinciarelli, M. Pantic, H. Bourlard and A. Pentland Social Signals, their function, and automatic analysis: A survey, in Proceedings of the 10th international conference on Multimodal interfaces (ICMI'08), ACM, New York, ISBN 978-1-60558-198-9, pp. 61-68, 2008 [ BiBTeX Eprints  DOI>  Download PDF document

 

2007

Book Chapters

Thomas S. Huang, A. Nijholt, M. Pantic and S. Pentland Preface, pp. 7. In Artificial Intelligence for Human Computing, Thomas S. Huang, A. Nijholt, M. Pantic and S. Pentland (eds), Springer Verlag, Berlin, ISBN 3-540-72346-3, 2007 [ BiBTeX Eprints  DOI>  Download PDF document
L. Maat and M. Pantic Gaze-X: Adaptive affective, multimodal interface for single-user office scenarios, pp. 251-271. In Artifical Intelligence for Human Computing, Thomas S. Huang, A. Nijholt, M. Pantic and A. Pentland (eds), Springer Verlag, Berlin, ISSN 0302-9743, ISBN 978-3-540-72346-2, 2007 [ BiBTeX Eprints  DOI>  Download PDF document
M. Pantic, S. Pentland, A. Nijholt and Thomas S. Huang Human computing and machine understanding of human behavior: A survey, pp. 47-71. In Artificial Intelligence for Human Computing, Thomas S. Huang, A. Nijholt, M. Pantic and A. Pentland (eds), Springer Verlag, London, ISSN 0302-9743, ISBN 3-540-72346-3, 2007 [ BiBTeX Eprints  DOI>  Download PDF document
M. Pantic and M.S. Bartlett Machine Analysis of Facial Expressions, pp. 377-416. In Face Recognition, K. Delac and M. Grgic (eds), I-Tech Education and Publishing, Vienna, Austria, ISBN 978-3-902613-03-5, 2007 [ BiBTeX Eprints  Download PDF document

 

Contributions to Proceedings

M. Pantic, A. Pentland, A. Nijholt and Thomas S. Huang Machine Understanding of Human Behavior, in Proceedings AI for Human Computing (AI4HC'07), workshop at IJCAI 2007, IJCAI, ISBN not assigned, pp. 13-24, 2007 [ BiBTeX Eprints  Download PDF document
M.F. Valstar, H.J.A. Gunes and M. Pantic How to Distinguish Posed from Spontaneous Smiles using Geometric Features, in Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'07), ACM, New York, NY, USA, ISBN 978-1-59593-817-6, pp. 38-45, 2007 [ BiBTeX Eprints  DOI>  Download PDF document
Zhihong Zeng, M. Pantic, G.I. Roisman and Thomas S. Huang A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions, in Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'07), ACM, New York, NY, USA, ISBN 978-1-59593-817-6, pp. 126-133, 2007 [ BiBTeX Eprints  DOI>  Download PDF document

 

2006

Contributions to Proceedings

L. Maat and M. Pantic Gaze-X: Adaptive affective multimodal interface for single-user office scenarios, in Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'06), ACM, New York, NY, USA, ISBN 1-59593-541-X, pp. 171-178, 2006 [ BiBTeX Eprints  DOI>  Download PDF document
M. Pantic, A. Pentland, A. Nijholt and Thomas S. Huang Human Computing and Machine Understanding of Human Behavior: A Survey, in ACM SIGCHI Proceedings Eighth International Conference on Multimodal Interfaces, F. Quek and Yie Yang (eds), ACM, New York, ISBN 159593-541-X, pp. 239-248, 2006 [ BiBTeX Eprints  DOI>  Download PDF document
M.F. Valstar, M. Pantic, Z. Ambadar and J.F. Cohn Spontaneous vs. posed facial behavior: Automatic analysis of brow actions, in Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'06), ACM, New York, NY, USA, ISBN 1-59593-541-X, pp. 162-170, 2006 [ BiBTeX Eprints  DOI>  Download PDF document
Publications (4) as Editor:up authorAuthor

 

2009

Books

Proceedings of the Workshop on Use of Context in Vision Processing (UCVP 2009), H. Aghajan, R. Braspenning, Y. Ivanov, L.-P. Morency, A. Nijholt, M. Pantic and M. Yang (eds), ACM, Boston, Mass., USA, ISBN 978-1-60558-691-5, pp. 28, 2009 [ BiBTeX ] [EprintsDownload PDF document
3rd International Conference on Affective Computing and Intelligent Interaction - ACII 2009, J.F. Cohn, A. Nijholt and M. Pantic (eds), ACII 2009 Proceedings, Vol: 1. IEEE Computer Society, Los Alamitos, ISBN 978-1-4244-4799-2, pp. 754, 2009 [ BiBTeX ] [EprintsDownload PDF document

 

2008

Books

BNAIC 2008, Proceedings 20th Belgian-Netherlands Conference on Artificial Intelligence, A. Nijholt, M. Pantic, M. Poel and G.H.W. Hondorp (eds), University of Twente, Enschede, ISSN 1568-7805, pp. 413, 2008 [ BiBTeX ] [EprintsDownload PDF document

 

2007

Books

Artifical Intelligence for Human Computing, Thomas S. Huang, A. Nijholt, M. Pantic and A. Pentland (eds), Lecture Notes in Artificial Intelligence, Vol: 4451. Springer Verlag, Berlin, ISSN 0302-9743, ISBN 3-540-72346-3, pp. 359, 2007 [ BiBTeX ] [Eprints]

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