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Research Project: SSPNET: Social Signal Processing Network
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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 ***
de Kok, I.A. and Poppe, R.W. and Heylen, D.K.J. (2014) Iterative perceptual learning for social behavior synthesis. Journal on Multimodal User Interfaces , 8 (3). pp. 231-241. ISSN 1783-7677 *** ISI Impact 1,017 ***
Lamers, S.M.A. and Truong, K.P. and Steunenberg, B. and de Jong, F.M.G. and Westerhof, G.J. (2014) Applying prosodic speech features in mental health care: An exploratory study in a life-review intervention for depression. In: Proceedings of the ACL Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 27 June 2014, Baltimore, Maryland, USA. pp. 61-68. Association for Computational Linguistics. ISBN 978-1-941643-16-7
Poppe, R.W. and Van Der Zee, S. and Heylen, D.K.J. and Taylor, P.J. (2014) AMAB: Automated measurement and analysis of body motion. Behavior Research Methods, 46 (3). pp. 625-633. ISSN 1554-351X *** ISI Impact 3,048 ***
Rahayudi, B. and Poppe, R.W. and Heylen, D.K.J. (2014) Twente Debate Corpus - A Multimodal Corpus for Head Movement Analysis. In: Proceedings of the International Conference on Language Resources and Evaluation (LREC 2014), May 26-31, 2014, Reykjavik, Iceland. pp. 26-31. European Language Resources Association (ELRA). ISBN 978-2-9517408-8-4
Soleymani, M. and Asghari-Esfeden, S. and Pantic, M. and Fu, Yun (2014) Continuous emotion detection using EEG signals and facial expressions. In: Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2014), 14-18 Jul 2014, Chengdu, China. pp. 1-6. IEEE Computer Society. ISBN 978-1-4799-4761-4
Truong, K.P. and Trouvain, J. (2014) Investigating prosodic relations between initiating and responding laughs. In: Proceedings of the 15th Annual Conference of the International Speech Communication Association (INTERSPEECH 2014), September 14-18, 2014, Singapore, Singapore. pp. 1811-1815. International Speech Communication Association (ISCA). ISSN 2308-457X

2013

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
de Kok, I.A. (2013) Listening Heads. PhD thesis, University of Twente. CTIT Ph.D.-thesis series No. 13-266 ISBN 978-90-365-0648-9
de Kok, I.A. and Heylen, D.K.J. (2013) Controlling the listener response rate of virtual agents. In: Proceedings of the 13th International Conference on Intelligent Virtual Agents, IVA 2013, 29-31 Aug 2013, Edinburgh, UK. pp. 168-179. Lecture Notes in Computer Science 8108. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-40414-6
de Kok, I.A. and Heylen, D.K.J. and Morency, L.-P. (2013) Speaker-adaptive multimodal prediction model for listener responses. In: Proceedings of the 15th ACM on International conference on multimodal interaction, ICMI 2013, 9-13 Dec 2013, Sydney, Australia. pp. 51-58. ACM. ISBN 978-1-4503-2129-7
Krikke, T.F. and Truong, K.P. (2013) Detection of nonverbal vocalizations using Gaussian Mixture Models: looking for fillers and laughter in conversational speech. In: Proceedings of the 14th Annual Conference of the International Speech Communication Association, Interspeech 2013, 25 - 29 Aug 2013, Lyon, France. pp. 163-167. International Speech Communication Association. ISSN 2308-457X
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 ***
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
Poppe, R.W. and Truong, K.P. and Heylen, D.K.J. (2013) Perceptual evaluation of backchannel strategies for artificial listeners. Autonomous Agents and Multi-Agent Systems, 27 (2). pp. 235-253. ISSN 1387-2532 *** ISI Impact 1,417 ***
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
Trouvain, J. and Truong, K.P. (2013) Exploring sequences of speech and laughter activity using visualisations of conversations. In: Proceedings of the Workshop on Affective Social Speech Signals, 22-23 Aug 2013, Grenoble, France. 5. Université de Grenoble.
Truong, K.P. (2013) Classification of cooperative and competitive overlaps in speech using cues from the context, overlapper, and overlappee. In: Proceedings of the 14th Annual Conference of the International Speech Communication Association, Interspeech 2013, 25-29 Aug 2013, Lyon, France. pp. 1404-1408. International Speech Communication Association. ISSN 2308-457X
Truong, K.P. and Westerhof, G.J. and Lamers, S.M.A. and de Jong, F.M.G. and Sools, A. (2013) Emotional expression in oral history narratives: comparing results of automated verbal and nonverbal analyses. In: Proceedings of the Workshop on Computational Models of Narrative, CMN 2013, 4-6 Aug 2013, Hamburg, Germany. pp. 310-314. OpenAccess Series in Informatics (OASIcs) 32. Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik. ISSN 2190-6807 ISBN 978-3-939897-57-6

2012

Morency, L.-P. and Bohus, D. and Aghajan, H. and Nijholt, A. and Cassell, J. and Epps, J., ed. (2012) Proceedings of the 14th ACM International Conference on Multimodal Interaction, ICMI'12. ACM, New York. ISBN 978-1-4503-1467-1
op den Akker, H.J.A. and Gatica Perez, D. and Heylen, D.K.J. (2012) Multi-modal analysis of small-group conversational dynamics. In: Multimodal Signal Processing. Cambridge University Press, New York, pp. 155-169. ISBN 978-1-107-02229-4
Brunet, P. and Cowie, R. and Heylen, D.K.J. and Nijholt, A. and Schroeder, M. (2012) Conceptual Frameworks for Multimodal Social Signal Processing. Journal on Multimodal User Interfaces, 6 (3-4). pp. 95-99. ISSN 1783-7677 *** ISI Impact 1,017 ***
Heylen, D.K.J. (2012) Ambient Utopia. In: Agents and Ambient Intelligence. Ambient Intelligence and Smart Environments 12. SISWO, Amsterdam, pp. 3-16. ISSN 1875-4163 ISBN 978-1-61499-049-9
Jiang, Bihan and Valstar, M. and Pantic, M. (2012) Facial action detection using block-based pyramid appearance descriptors. In: Proceedings of the IEEE International Conference on Social Computing, SocialCom 2012, 03-05 Sep 2012, Amsterdam, The Netherlands. pp. 429-434. IEEE Computer Society. ISBN 978-1-4673-5638-1
de Kok, I.A. and Heylen, D.K.J. (2012) Analyzing Nonverbal Listener Responses using Parallel Recordings of Multiple Listeners. Cognitive Processing, 13 (Supplement 2). pp. 499-506. ISSN 1612-4782 *** ISI Impact 1,340 ***
de Kok, I.A. and Poppe, R.W. and Heylen, D.K.J. (2012) Iterative Perceptual Learning for Social Behavior Synthesis. Technical Report TR-CTIT-12-01, Centre for Telematics and Information Technology, University of Twente, Enschede. ISSN 1381-3625
Mehu, M. and D'Errico, F. and Heylen, D.K.J. (2012) Conceptual analysis of social signals: the importance of clarifying terminology. Journal of Multimodal User Interfaces, 6 (3-4). pp. 179-189. ISSN 1783-7677 *** ISI Impact 1,017 ***
Morency, L.-P. and Bohus, D. and Aghajan, H. and Nijholt, A. and Cassell, J. and Epps, J. (2012) ICMI 2012 chairs' welcome. In: Proceedings ICMI'12: 14th ACM International Conference on Multimodal Interaction, 22-26 Oct 2012, Santa Monica, CA. iii-iv. ACM. ISBN 978-1-4503-1467-1
Nijholt, A. and Arkin, R. and Brault, S. and Kulpa, R. and Multon, F. and Bideau, B. and Traum, D. and Hung, Hayley and Santos Jr., E. and Li, Deqing and Yu, Fei and Zhou, Lina and Zhang, Dongsong (2012) Computational Deception and Noncooperation. IEEE Intelligent Systems, 27 (6). pp. 60-75. ISSN 1541-1672 *** ISI Impact 3,532 ***
Nijholt, A. and Vinciarelli, A. (2012) Measuring Engagement: Affective and Social Cues in Interactive Media. In: Proceedings Measuring Behavior 2012, 28-31 August 2012, Utrecht. pp. 72-74. Noldus Information Technology. ISBN 978-90-74821-87-2
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
Sun, Xiaofan and Nijholt, A. and Pantic, M. (2012) 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, 25-27 May 2011, Genova, Italy. pp. 160-169. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering 78. Springer Verlag. ISSN 1867-8211 ISBN 978-3-642-30213-8
Trouvain, J. and Truong, K.P. (2012) Convergence of laughter in conversational speech: effects of quantity, temporal alignment and imitation. In: Proceedings of the International Symposium on Imitation and Convergence in Speech, ISICS 2012, 03-05 Sep 2012, Aix-en-Provence, France. pp. 37-38. Laboratoire Parole et Langage, CNRS. ISBN not assigned
Trouvain, J. and Truong, K.P. (2012) Acoustic, Morphological, and Functional Aspects of `yeah/ja' in Dutch, English and German. In: Proceedings of the Interdisciplinary Workshop on Feedback Behaviors, 7-8 Sep 2012, Stevenson, Washington, USA. pp. 77-80. University of Texas. ISBN not assigned
Trouvain, J. and Truong, K.P. (2012) Comparing non-verbal vocalisations in conversational speech corpora. In: Proceedings of the 4th International Workshop on Corpora for Research on Emotion Sentiment and Social Signals (ES3 2012), 26 May 2012, Istanbul, Turkey. pp. 36-39. European Language Resources Association (ELRA). ISBN not assigned
Truong, K.P. and Heylen, D.K.J. (2012) Measuring prosodic alignment in cooperative task-based conversations. In: Proceedings of the 13th Annual Conference of the International Speech Communication Association (Interspeech 2012), 09-13 Sep 2012, Portland, OR, USA. pp. 843-846. International Speech Communication Association. ISSN 1990-9772
Truong, K.P. and van Leeuwen, D.A. and de Jong, F.M.G. (2012) Speech-based recognition of self-reported and observed emotion in a dimensional space. Speech communication, 54 (9). pp. 1049-1063. ISSN 0167-6393 *** ISI Impact 1,038 ***
Truong, K.P. and Trouvain, J. (2012) Laughter annotations in conversational speech corpora - possibilities and limitations for phonetic analysis. In: Proceedings of the 4th International Workshop on Corpora for Research on Emotion Sentiment and Social Signals (ES3 2012), 26 May 2012, Istanbul, Turkey. pp. 20-24. European Language Resources Association (ELRA). ISBN not assigned
Truong, K.P. and Trouvain, J. (2012) On the acoustics of overlapping laughter in conversational speech. In: Proceedings of the 13th Annual Conference of the International Speech Communication Association (Interspeech 2012), 09-13 Sep 2012, Portland, OR, USA. pp. 851-854. International Speech Communication Association. ISSN 1990-9772
Valstar, M.F. and Mehu, M. and Jiang, Bihan and Pantic, M. and Scherer, K. (2012) Meta-Analysis of the First Facial Expression Recognition Challenge. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 42 (4). pp. 966-979. ISSN 1083-4419
Valstar, M.F. and Pantic, M. (2012) Fully Automatic Recognition of the Temporal Phases of Facial Actions. IEEE Transactions on Systems, Man and Cybernetics – Part B: Cybernetics, 42 (1). pp. 28-43. ISSN 1083-4419
Vinciarelli, A. and Pantic, M. and Heylen, D.K.J. and Pelachaud, C. and Poggi, I. and D’Ericco, F. and Schroeder, M. (2012) Bridging the Gap between Social Animal and Unsocial Machine: A Survey of Social Signal Processing. IEEE Transactions on Affective Computing, 3 (1). pp. 69-87. ISSN 1949-3045 *** ISI Impact 1,873 ***

2011

Esposito, A. and Vinciarelli, A. and Vicsi, K. and Pelachaud, C. and Nijholt, A., ed. (2011) Analysis of Verbal and Nonverbal Communication and Enactment. The Processing Issues. Lecture Notes in Computer Science 6800. Springer Verlag, Berlin. ISSN 0302-9743 ISBN 978-3-642-25774-2
Bousmalis, K. and Morencey, L.-P. and Pantic, M. (2011) 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), 21-25 March 2011, Santa Barbara, USA. pp. 746-752. IEEE Computer Society. ISBN 978-1-4244-9140-7
van Dijk, E.M.A.G. and Zwiers, J. and op den Akker, H.J.A. and Kulyk, O. and Hondorp, G.H.W. and Hofs, D.H.W. and Nijholt, A. (2011) Conveying Directional Gaze Cues to Support Remote Participation in Hybrid Meetings. In: Third COST 2102 International Training School, 15-19 March 2010, Caserta, Italy. pp. 425-441. Lecture Notes in Computer Science 6456. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-18183-2
Esposito, A. and Vinciarelli, A. and Vicsi, K. and Pelachaud, C. and Nijholt, A. (2011) Preface (to: Analysis of Verbal and Nonverbal Communication and Enactment: The Procesing Issues). In: Proceedings International Conference on Analysis of Verbal and Nonverbal Communication and Enactment: The Processing Issues, 7-10 September 2010, Budapest, Hungary. v-vii. Lecture Notes in Computer Science 6800. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-25774-2
Liwicki, S. and Zafeiriou, S. and Tzimiropoulos, G. and Pantic, M. (2011) Fast and Robust Appearance-based Tracking. In: IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), 21-25 March 2011, Santa Barbara, USA. pp. 507-513. IEEE Computer Society. ISBN 978-1-4244-9140-7
Neiberg, D. and Truong, K.P. (2011) Online Detection Of Vocal Listener Responses With Maximum Latency Constraints. In: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 22-27 May 2011, Prague, Czech Republic. pp. 5836-5839. IEEE Signal Processing Society. ISSN 1520-6149 ISBN 978-1-4577-0538-0
Nijholt, A. (2011) The Network of Things: People Included. (Invited) In: Proceedings of the 3rd International Conference on Next Generation Networks and Services, NGNS 2011, 18-20 Dec 2011, Hammamet, Tunesia. viii. IEEE Computer Society. ISBN 978-1-4673-0138-1
Nijholt, A. (2011) Intetain 2011: Conference Report. ICaST, ICST's Global Community Magazine, Conference reports. ISSN 2032-8745
Oikonomopoulos, A. and Patras, I. and Pantic, M. (2011) Spatiotemporal Localization and Categorization of Human Actions in Unsegmented Image Sequences. IEEE Transactions on Image Processing, 20 (4). pp. 1126-1140. ISSN 1057-7149 *** ISI Impact 3,735 ***
Pantic, M. and Cowie, R. and D'Errico, F. and Heylen, D.K.J. and Mehu, M. and Pelachaud, C. and Poggi, I. and Schroeder, M. and Vinciarelli, A. (2011) Social Signal Processing: The Research Agenda. In: Visual Analysis of Humans. Springer Verlag, London, pp. 511-538. ISBN 978-0-85729-996-3
Reidsma, D. and de Kok, I.A. and Neiberg, D. and Pammi, S. and van Straalen, B. and Truong, K.P. and van Welbergen, H. (2011) Continuous Interaction with a Virtual Human. Journal on Multimodal User Interfaces, 4 (2). pp. 97-118. ISSN 1783-7677 ISBN 978-90-5776-213-0 *** ISI Impact 1,017 ***
Sandbach, G. and Zafeiriou, S. and Pantic, M. and Rueckert, D. (2011) 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), 21-25 March 2011, Santa Barbara, USA. pp. 406-413. IEEE Computer Society. ISBN 978-1-4244-9140-7
Sun, Xiaofan and Lichtenauer, J. and Valstar, M. and Nijholt, A. and Pantic, M. (2011) A Multimodal Database for Mimicry Analysis. In: Proceedings 4th International Conference on Affective Computing and Intelligent Interaction (ACII2011), Part I, 9-12 Oct 2011, Memphis, TN, USA. pp. 367-376. Lecture Notes in Computer Science 6974. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-24599-2
Sun, Xiaofan and Nijholt, A. (2011) Multimodal Embodied Mimicry in Interaction. In: International Conference on Analysis of Verbal and Nonverbal Communication and Enactment: The Processing Issues, 7-10 Sept 2011, Budapest, Hungary. pp. 147-153. Lecture Notes in Computer Science 6800. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-25774-2
Sun, Xiaofan and Nijholt, A. and Truong, K.P. and Pantic, M. (2011) Automatic visual mimicry expression analysis in interpersonal interaction. In: IEEE Computer Vision and Pattern Recognition Workshops, CVPRW 2011, 25 June 2011, Colorado Springs, USA. pp. 40-46. IEEE Computer Society. ISSN 2160-7508 ISBN 978-1-4577-0529-8
Sun, Xiaofan and Truong, K.P. and Nijholt, A. and Pantic, M. (2011) Automatic Understanding of Affective and Social Signals by Multimodal Mimicry Recognition. In: Proceedings 4th International Conference on Affective Computing and Intelligent Interaction (ACII 2011), 09-12 Oct 2011, Memphis, TN, USA. pp. 289-296. Lecture Notes in Computer Science 6975. Springer Verlag. ISSN 0302-9743 ISBN 978-3-642-24570-1
Sun, Xiaofan and Truong, K.P. and Pantic, M. and Nijholt, A. (2011) 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, 9-12 Oct 2011, Anchorage, Alaska. pp. 367-373. IEEE Computer Society. ISSN 1062-922X ISBN 978-1-4577-0652-3
Truong, K.P. and Poppe, R.W. and de Kok, I.A. and Heylen, D.K.J. (2011) A Multimodal Analysis of Vocal and Visual Backchannels in Spontaneous Dialogs. In: Proceedings of Interspeech 2011, 27-31 Aug 2011, Florence, Italy. pp. 2973-2976. International Speech Communication Association. ISSN 1990-9772
Valstar, M.F. and Jiang, Bihan and Mehu, M. and Pantic, M. and Scherer, K. (2011) The first facial expression recognition and analysis challenge. In: IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), 21-25 March 2011, Santa Barbara, USA. pp. 921-926. IEEE Computer Society. ISBN 978-1-4244-9140-7
Vinciarelli, A. and Salamin, H. and Mohammadi, G. and Truong, K.P. (2011) More Than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech. In: Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues. Lecture Notes in Computer Science 6456. Springer Verlag, Berlin, pp. 23-33. ISBN 978-3-642-18183-2

2010

op den Akker, H.J.A. and Theune, M. and Truong, K.P. and de Kok, I.A. (2010) The Organisation of Floor in Meetings and the Relation with Speaker Addressee Patterns. In: Proceedings of the 2nd International Workshop on Social Signal Processing, SSPW '10, 21 October 2010, Firenze, Italy. pp. 35-40. ACM. ISBN 978-1-4503-0174-9
op den Akker, H.J.A. and Zwiers, J. and Hondorp, G.H.W. and van Dijk, E.M.A.G. and Kulyk, O. and Hofs, D.H.W. and Nijholt, A. and Reidsma, D. (2010) Engagement and Floor Control in Hybrid Meetings. AMI Newsletter, 20 (20). pp. 6-6. ISSN not assigned ISBN not assigned
van den Broek, E.L. and Nijholt, A. and Westerink, J.H.D.M. (2010) Unveiling Affective Signals. In: Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, MB '10, 24-27 Aug 2010, Eindhoven, The Netherlands. 6:1-6:4. ACM. ISBN 978-1-60558-926-8
van den Broek, E.L. and Nijholt, A. and Westerink, J.H.D.M. (2010) Symposium: Unveiling Affective Signals. In: Proceedings of Measuring Behavior 2010: The 7th International Conference on Methods and Techniques in Behavioral Research, 24-27 Aug 2010, Eindhoven, The Netherlands. 94. Noldus Information Technology bv. ISBN 978-90-74821-86-5
Gunes, H. and Pantic, M. (2010) 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, 20-22 Sep 2010, Philadelphia, PA, USA. pp. 371-377. Lecture Notes in Computer Science 6356. Springer Verlag. ISBN 978-3-642-15892-6
Gunes, H. and Pantic, M. (2010) 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, 24-27 Aug 2010, Eindhoven. pp. 122-126. Noldus. ISBN 978-90-74821-86-5
Gunes, H. and Pantic, M. (2010) Automatic, Dimensional and Continuous Emotion Recognition. International Journal of Synthetic Emotions, 1 (1). pp. 68-99. ISSN 1947-9093
Hofs, D.H.W. and Theune, M. and op den Akker, H.J.A. (2010) Natural interaction with a virtual guide in a virtual environment: A multimodal dialogue system. Journal on Multimodal User Interfaces, 3 (1-2). pp. 141-153. ISSN 1783-7677 *** ISI Impact 1,017 ***
Jiao, J. and Pantic, M. (2010) Implicit Image Tagging via Facial Information. In: Proceedings of the 2nd International Workshop on Social Signal Processing, SSPW 2010, 29 Oct 2010, Florence, Italy. pp. 59-64. ACM. ISBN 978-1-4503-0174-9
Koelstra, S. and Pantic, M. and Patras, I. (2010) A dynamic texture based approach to recognition of facial actions and their temporal models. IEEE transactions on pattern analysis and machine intelligence, 32 (11). pp. 1940-1954. ISSN 0162-8828 *** ISI Impact 6,077 ***
ter Maat, M. and Truong, K.P. and Heylen, D.K.J. (2010) How turn-taking strategies influence users’ impressions of an agent. In: Proceedings of the International Conference on Intelligent Virtual Agents (IVA), 20-22 Sep 2010, Philadelphia, PA, USA. pp. 441-453. Lecture Notes in Computer Science 6356. Springer Verlag. ISBN 978-3-642-15891-9
Martinez, B. and Binefa, X. and Pantic, M. (2010) 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, 13-18 Jun 2010, San Francisco, USA. pp. 48-54. IEEE Computer Society. ISBN 978-1-4244-7029-7
Mühl, C. and Gürkök, H. and Plass-Oude Bos, D. and Thurlings, M.E. and Scherffig, L. and Duvinage, M. and Elbakyan, A.A. and Kang, S. and Poel, M. and Heylen, D.K.J. (2010) Bacteria Hunt: A multimodal, multiparadigm BCI game. In: Proceedings of the Fifth International Summer Workshop on Multimodal Interfaces, eNTERFACE'09, 13 Jul - 07 Aug 2009, Genova, Italy. pp. 41-62. DIST-University of Genova. ISBN 978-88-901344-7-0
McKeown, G. and Valstar, M.F. and Cowie, R. and Pantic, M. (2010) The SEMAINE corpus of emotionally coloured character interactions. In: IEEE International Conference on Multimedia and Expo, ICME 2010, 19-23 Jul 2010, Singapore. pp. 1079-1084. IEEE Computer Society. ISSN 1945-7871 ISBN 978-1-4244-7491-2
Nicolaou, M. and Gunes, H. and Pantic, M. (2010) Audio-visual Classification and Fusion of Spontaneous Affect Data in Likelihood Space. In: 20th International Conference on Pattern Recognition, ICPR 2010, 23-26 Aug 2010, Istanbul, Turkey. pp. 3695-3699. IEEE Computer Society. ISBN 978-0-7695-4109-9
Nicolaou, M.A. and Gunes, H. and Pantic, M. (2010) Automatic Segmentation of Spontaneous Data using Dimensional Labels from Multiple Coders. In: Workshop on Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality, 18 May 2010, Valletta, Malta. pp. 43-48. German Research Center for AI (DFKI). ISBN not assigned
Niculescu, A.I. and Hofs, D.H.W. and van Dijk, E.M.A.G. and Nijholt, A. (2010) How the agent’s gender influence users’ evaluation of a QA system. In: Proceedings of the International Conference on User Science and Engineering 2010, 13-15 Dec 2010, Shah Alam, Malasya. pp. 16-20. IEEE. ISBN 978-1-4244-9049-3
Oikonomopoulos, A. and Patras, I. and Pantic, M. (2010) Discriminative Space-time Voting for Joint Recognition and Localization of Actions. In: Proceedings of the 2nd International Workshop on Social Signal Processing, SSPW 2010, 29 Oct 2010, Florence, Italy. pp. 11-16. ACM. ISBN 978-1-4503-0174-9
Petridis, S. and Asghar, A. and Pantic, M. (2010) Classifying laughter and speech using audio-visual feature prediction. In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), 14-19 March 2010, Dallas, TX, USA. pp. 5254-5257. IEEE Computer Society. ISSN 1520-6149 ISBN 978-1-4244-4295-9
Reidsma, D. and Nijholt, A. and Tschacher, W. and Ramseyer, F. (2010) Measuring Multimodal Synchrony for Human-Computer Interaction. In: Proceedings of the International Conference on CYBERWORLDS 2010, 20-22 Oct 2010, Singapore. pp. 67-71. IEEE Computer Society. ISBN 978-0-7695-4215-7
Reidsma, D. and Truong, K.P. and van Welbergen, H. and Neiberg, D. and Pammi, S. and de Kok, I.A. and van Straalen, B. (2010) Continuous Interaction with a Virtual Human. In: Proceedings of the 6th International Summer Workshop on Multimodal Interfaces (eNTERFACE'10), 12 jul 2010 - 6 aug 2010, Amsterdam, Netherlands. pp. 24-39. University of Amsterdam. ISBN 978-90-5776-213-0
Rudovic, O. and Patras, I. and Pantic, M. (2010) Regression-based Multi-View Facial Expression Recognition. In: Proceedings of the 20th International Conference on Pattern Recognition, ICPR 2010, 23-26 Aug 2010, Istanbul, Turkey. pp. 4121-4124. IEEE Computer Society. ISBN 978-0-7695-4109-9
Rudovic, O. and Patras, I. and Pantic, M. (2010) 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), 13-18 Jun 2010, San Francisco, USA. pp. 28-33. IEEE Computer Society. ISBN 978-1-4244-7029-7
Rudovic, O. and Patras, I. and Pantic, M. (2010) Coupled Gaussian Process Regression for pose-invariant facial expression recognition. In: Proceedings of the 11th European Conference on Computer Vision, ECCV 2010, 5-11 Sep 2010, Heraklion, Crete, Greece. pp. 350-363. Lecture Notes in Computer Science 6312. Springer Verlag. ISBN 978-3-642-15551-2
Ruttkay, Z.M. and Kipp, M. and Nijholt, A. and Vilhjálmsson, H.H. (2010) From the Editors of the Special Issue. Applied Artificial Intelligence, 24 (6). pp. 489-493. ISSN 0883-9514 *** ISI Impact 0,540 ***
Salamin, H. and Viciarelli, A. and Truong, K.P. and Mohammadi, G. (2010) Automatic Role Recognition Based on Conversational and Prosodic Behaviour. In: Proceedings of the ACM International Conference on Multimedia, 25-29 Oct 2010, Firenze, Italy. pp. 847-850. ACM. ISBN 978-1-60558-933-6
Tax, D. and Valstar, M.F. and Pantic, M. and Hendriks, E. (2010) The detection of concept frames using Clustering Multi-Instance Learning. In: 20th International Conference on Pattern Recognition, ICPR 2010 , 23-26 Aug 2010, Istanbul, Turkey. pp. 2917-2920. IEEE Computer Society. ISSN 1051-4651 ISBN 978-1-4244-7542-1
Theune, M. and Brandhorst, C.J. (2010) To Beat or Not to Beat: Beat Gestures in Direction Giving. In: Gesture in Embodied Communication and Human-Computer Interaction. Lecture Notes in Artificial Intelligence 5934. Springer Verlag, Berlin Heidelberg, pp. 195-206. ISSN 0302-9743 ISBN 978-3-642-12552-2
Truong, K.P. and Heylen, D.K.J. (2010) Disambiguating the functions of conversational sounds with prosody: the case of 'yeah'. In: Proceedings of Interspeech 2010, 26-30 September 2010, Makuhari, Chiba, Japan. pp. 2554-2557. International Speech Communication Association (ISCA). ISSN 1990-9772
Truong, K.P. and Poppe, R.W. and Heylen, D.K.J. (2010) A rule-based backchannel prediction model using pitch and pause information. In: Proceedings of Interspeech 2010, 26-30 September 2010, Makuhari, Chiba, Japan. pp. 3058-3061. International Speech Communication Association (ISCA). ISSN 1990-9772
Valstar, M.F. and Martinez, B. and Binefa, X. and Pantic, M. (2010) Facial Point Detection using Boosted Regression and Graph Models. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2010, 13-18 Jun 2010, San Francisco, USA. pp. 2729-2736. IEEE Computer Society. ISSN 1063-6919 ISBN 978-1-4244-6984-0
Vinciarelli, A. and Pantic, M. (2010) Techware: www.sspnet.eu: A Web Portal for Social Signal Processing. IEEE Signal Processing Magazine, 27 (4). pp. 142-144. ISSN 1053-5888 *** ISI Impact 6,671 ***

2009

Cohn, J. and Nijholt, A. and Pantic, M., ed. (2009) 3rd International Conference on Affective Computing and Intelligent Interaction - ACII 2009. ACII 2009 Proceedings 1. IEEE Computer Society, Los Alamitos. ISBN 978-1-4244-4799-2
Ruttkay, Z.M. and Kipp, M. and Nijholt, A. and Vilhjálmsson, H.H., ed. (2009) Intelligent Virtual Agents, 9th International Conference, IVA 2009. Lecture Notes in Artificial Intelligence 5773. Springer Verlag, London. ISSN 0302-9743 ISBN 978-3-642-04379-6
Vinciarelli, A. and Pelachaud, C. and Cowie, R. and Nijholt, A., ed. (2009) ACII 2009: Affective Computing and Intelligent Interaction. Proceedings of the Doctoral Consortium 2009. CTIT Workshop Proceedings Series (WP09-13). Centre for Telematics and Information Technology University of Twente, Enschede. ISSN 0929-0672
Bousmalis, K. and Mehu, M. and Pantic, M. (2009) 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), 10-12 Sep 2009, Amsterdam. pp. 1-9. IEEE Computer Society. ISBN 978-1-4244-4799-2
Cohn, J.F. and Nijholt, A. and Pantic, M. (2009) 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, 10-12 September 2009, Amsterdam. IEEE Computer Society. ISBN 978-1-4244-4799-2
Heylen, D.K.J. and Theune, M. and op den Akker, H.J.A. and Nijholt, A. (2009) Social Agents: the first generations. In: Proceedings 2009 International Workshop on Social Signals Processing, 13 September 2009, Amsterdam. pp. 114-120. ACII 2009 Proceedings 2. IEEE Computer Society. ISBN 978-1-4244-4799-2
Lichtenauer, J. and Valstar, M.F. and Shen, Jie and Pantic, M. (2009) 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), 2-4 Sep 2009, Genova, Italy. pp. 324-329. IEEE Computer Society. ISBN 978-0-7695-3718-4
Oikonomopoulos, A. and Pantic, M. and Patras, I. (2009) Sparse B-spline polynomial descriptors for human activity recognition. Image and Vision Computing, 27 (12). pp. 1814-1825. ISSN 0262-8856 *** ISI Impact 1,766 ***
Oikonomopoulos, A. and Patras, I. and Pantic, M. (2009) An implicit spatiotemporal shape model for human activity localization and recognition. In: IEEE International Conference on Computer Vision and Pattern Recognition, 20-25 Jun 2009, Miami, FL, USA. pp. 27-33. IEEE Computer Society. ISBN 978-1-4244-3994-2
Pantic, M. (2009) Machine analysis of facial behaviour: Naturalistic and dynamic behaviour. Philosophical Transactions of The Royal Society B, 364 (1535). pp. 3505-3513. ISSN 0962-8436 *** ISI Impact 5,847 ***
Pantic, M. (2009) Facial Expression Recognition. In: Encyclopedia of biometrics. Springer Verlag, London, pp. 400-406. ISBN 978-0-387-73002-8
Pantic, M. (2009) Affective Computing (revisited). In: Encyclopedia of Multimedia Technology and Networking - 2nd Edition. Idea Group Reference, Hershey, PA, USA, pp. 15-21. ISBN 978-1-60566-014-1
Pantic, M. (2009) Face for Interface (revisited). In: Encyclopedia of Multimedia Technology and Networking - 2nd Edition. Idea Group Reference, Hershey, PA, USA, pp. 560-567. ISBN 978-1-60566-014-1
Pantic, M. and Cohn, J.F. (2009) Visual and multimodal analysis of human spontaneous Behaviour: Introduction to the Special Issue. Image and Vision Computing, 27 (12). pp. 1741-1742. ISSN 0262-8856 *** ISI Impact 1,766 ***
Pantic, M. and Vinciarelli, A. (2009) Implicit Human-Centered Tagging. IEEE Signal Processing Magazine, 26 (6). pp. 173-180. ISSN 1053-5888 *** ISI Impact 6,671 ***
Petridis, S. and Gunes, H. and Kaltwang, S. and Pantic, M. (2009) Static vs. Dynamic Modeling of Human Nonverbal Behavior from Multiple Cues and Modalities. In: Proceedings of the 2009 International Conference on Multimodal Interfaces (ICMI’09), 2-4 Nov 2009, Cambridge, MA, USA. pp. 23-30. ACM. ISBN 978-1-60558-772-1
Petridis, S. and Pantic, M. (2009) Is this joke really funny? Judging the mirth by audiovisual laughter analysis. In: IEEE International Conference on Multimedia and Expo (ICME'09), 28 Jun - 3 Jul 2009, New York, NY, USA. pp. 1444-1447. IEEE Computer Society. ISSN 1945-788X ISBN 978-1-4244-4291-1
Ruttkay, Z.M. and Kipp, M. and Nijholt, A. and Vilhjálmsson, H.H. (2009) Preface of the IVA 2009 Proceedings. In: Intelligent Virtual Agents: 9th International Conference. Lecture Notes in Artificial Intelligence 5773. Springer Verlag, London, V-Vi. ISSN 0302-9743 ISBN 978-3-642-04379-6
Shen, Jie and Pantic, M. (2009) A Software Framework for Multimodal Human-Computer Interaction Systems. In: Proceedings 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC'09), 11-14 Oct 2009, San Antonio, TX, USA. pp. 2038-2045. IEEE Computer Society. ISBN 978-1-4244-2794-9
Vinciarelli, A. and Pantic, M. and Bourlard, H. (2009) Social Signal Processing: Survey of an Emerging Domain. Image and Vision Computing, 27 (12). pp. 1743-1759. ISSN 0262-8856 *** ISI Impact 1,766 ***
Vinciarelli, A. and Pelachaud, C. and Cowie, R. and Nijholt, A. (2009) Preface of the Proceedings of the Doctoral Consortium. In: Proceedings of the Doctoral Consortium. ACII 2009: Affective Computing and Intelligent Interaction. CTIT Workshop Proceedings Series (WP09-13). Centre for Telematics and Information Technology University of Twente, Enschede, iii. ISSN 1568-7805 ISBN not assigned
Vinciarelli, A. and Salamin, H. and Pantic, M. (2009) Social Signal Processing: Understanding Social Actions through nonverbal behaviour analysis. In: IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'09), 20-25 Jun 2009, Miami, FL, USA. pp. 42-49. IEEE Computer Society. ISBN 978-1-4244-3994-2
Vinciarelli, A. and Suditu, N. and Pantic, M. (2009) Implicit Human-Centered Tagging. In: IEEE International Conference on Multimedia and Expo (ICME'09), 28 Jun - 3 Jul 2009, New York, NY, USA. pp. 1428-1431. IEEE Computer Society. ISSN 1945-788X ISBN 978-1-4244-4291-1
Zeng, Zhihong and Pantic, M. and Huang, Thomas S. (2009) Emotion Recognition based on Multimodal Information. In: Affective Information Processing. Springer Verlag, London, pp. 241-266. ISBN 978-1-84800-305-7