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Journals • 2010
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G. Caridakis, K. Karpouzis, A. Drosopoulos, S. Kollias |
SOMM: Self organizing Markov map for gesture recognition |
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Pattern Recognition Letters, 31 , p 52-59 |
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G. Caridakis, K. Karpouzis, M. Wallace, L. Kessous, N. Amir |
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Multimodal user's affective state analysis in naturalistic interaction |
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Journal on Multimodal User Interfaces, Springer, ISSN 1783-7677 (Print) 1783-8738 (Online), DOI 10.1007/s12193-009-0030-8, Volume 3, pp 49-66 |
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L. Kessous, G. Castellano, G. Caridakis |
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Multimodal emotion recognition in speech-based interaction using facial expression, body gesture and acoustic analysis |
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Journal on Multimodal User Interfaces, Springer, ISSN 1783-7677 (Print) 1783-8738 (Online), DOI 10.1007/s12193-009-0025-5, Volume 3, pp 33-48 |
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Journals • 2009
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J. -C. Martin, G. Caridakis, L. Devillers, K. Karpouzis, S. Abrilian |
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Manual annotation and automatic image processing of multimodal emotional behaviors: validating the annotation of TV interviews |
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Personal and Ubiquitous Computing, Special issue on Emerging Multimodal Interfaces, Volume 13, Number 1 / January 2009, pp. 69-76. |
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Journals • 2008
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G. Caridakis, K. Karpouzis, S. Kollias |
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User and Context Adaptive Neural Networks for Emotion Recognition |
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Neurocomputing, Elsevier, Volume 71, Issue 13-15, pp. 2553-2562, August 2008, |
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S. - E. Fotinea, E. Efthimiou, K. Karpouzis, G. Caridakis |
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A Knowledge-based Sign Synthesis Architecture |
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Universal Access in the Information Society 6 (4), pp. 405-418, Springer, 2008. |
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Journals • 2007
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G. Caridakis, A. Raouzaiou, E. Bevacqua, M. Mancini, K. Karpouzis, L. Malatesta and C. Pelachaud |
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Virtual agent multimodal mimicry of humans |
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Language Resources and Evaluation 41 (3-4), Special issue on Multimodal Corpora, pp. 367-388, Springer |
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K. Karpouzis, G. Caridakis, S-E. Fotinea, E. Efthimiou |
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Educational Resources and Implementation of a Greek Sign Language Synthesis Architecture |
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Computers & Education, Special Issue in Web3D Technologies in Learning, Education and Training, Elsevier, Volume 49, Issue 1, Pages 54-74, August 2007. |
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S. Ioannou, G. Caridakis, K. Karpouzis, S. Kollias |
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Robust Feature Detection for Facial Expression Recognition |
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EURASIP Journal on Image and Video Processing, Volume 2007, Issue 2 (August 2007) |
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Books • 2010
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G. Caridakis, P. Tzouveli, L. Malatesta, A. Raouzaiou, K. Karpouzis, S. Kollias |
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Affective e-Learning System: Analysis of Learners State |
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Affective, Interactive and Cognitive Methods for E-Learning Design: Creating an Optimal Education Experience, A. Tzanavari and N. Tsapatsoulis (eds), IGI Global |
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Books • 2009
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M. Pantic, G. Caridakis, E. Andre, J. Kim, K. Karpouzis, S. Kollias |
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Multimodal emotion recognition from low-level cues |
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Humaine Handbook |
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Books • 2008
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R. Cowie, E. Douglas-Cowie, K. Karpouzis, G. Caridakis, M. Wallace, S. Kollias |
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Recognition of Emotional States in Natural Human-Computer Interaction |
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D. Tzovaras (ed.), Multimodal User Interfaces, pp. 119-153, Springer Berlin Heidelberg, 2008 |
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Books • 2007
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G. Castellano, L. Kessous, G. Caridakis |
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Multimodal emotion recognition from expressive faces, body gestures and speech |
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C. Peter, R. Beale (eds), Affect and Emotion in Human-Computer Interaction, Lecture Notes in Computer Science, Springer |
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K. Karpouzis, G. Caridakis, L. Kessous, N. Amir,A. Raouzaiou, L. Malatesta, S. Kollias |
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Modeling naturalistic affective states via facial, vocal, and bodily expressions recognition |
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T. Huang, A. Nijholt, M. Pantic, A. Pentland (eds.), Lecture Notes in Artificial Intelligence, Special Volume on AI for Human Computing, pp. 91-112, Springer. |
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Conferences • 2009
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C. Chondrou, M. Pertselakis, G. Caridakis, K. Karpouzis, S. Kollias |
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Ανάλυση ευαισθησίας σε αναδρομικό νευρωνικό δίκτυο εκπαιδευμένο για αναγνώριση συναισθήματος |
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3ο Πανελλήνιο Συνέδριο Φοιτητών Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών |
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George Caridakis, Kostas Karpouzis, Nasos Drosopoulos, Stefanos Kollias |
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Adaptive gesture recognition in Human Computer Interaction |
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International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), London, UK, 2009 |
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S. Fotinea, E. Efthimiou, G. Caridakis, O. Diamanti, N. Mitsou, K. Karpouzis, C. Tzafestas, P. Maragos |
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DIANOEMA: Visual analysis and sign recognition for GSL modelling and robot teleoperation |
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8th International Gesture Workshop, GW2009, Bielefeld University, Germany |
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Conferences • 2008
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G. Caridakis, K. Karpouzis, C. Pateritsas, A. Drosopoulos, A. Stafylopatis, S. Kollias |
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Hand Trajectory-based Gesture Recognition using Self-Organizing Feature Maps and Markov Models |
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2008 IEEE International Conference on Multimedia & Expo (ICME), June 23-26, Hannover, Germany. |
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G. Caridakis, O. Diamanti, K. Karpouzis, P. Maragos |
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Automatic Sign Language Recognition: vision based feature extraction and probabilistic recognition scheme from multiple cues |
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1st ACM International Conference on PErvasive Technologies Related to Assistive Environments (PETRA), July 15-19, Athens, Greece, |
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Conferences • 2007
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G. Caridakis, C. Pateritsas, A. Drosopoulos, A. Stafylopatis, S. Kollias |
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Probabilistic Video-Based Gesture Recognition Using Self-Organizing Feature Maps |
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17th International Conference on Artificial Neural Networks(ICANN 2007),September 9-13, Porto, Portugal |
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Lori Malatesta , George Caridakis, Amaryllis Raouzaiou, Kostas Karpouzis |
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Agent Personality Traits in Virtual Environments Based on Appraisal Theory Predictions |
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AISB'07: Artificial and Ambient Intelligence, Language, Speech and Gesture for Expressive Characters, Newcastle upon Tyne, UK, April 2-4, 2007 |
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Conferences • 2006
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C. Pelachaud, E. Bevacqua, G. Caridakis, K. Karpouzis, M. Mancini, C. Peters, A. Raouzaiou |
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Mimicking from perception and interpretation |
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Enactive 06 - 3rd International Conference on Enactive Interfaces |
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E. Bevacqua, A. Raouzaiou, C. Peters, G. Caridakis, K. Karpouzis, C. Pelachaud, M. Mancini |
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Multimodal Sensing, Interpretation and Copying of Movements by a Virtual Agent |
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Perception and Interactive Technologies, Kloster Irsee, Germany, June 19 - 21, 2006 |
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G. Caridakis, A. Raouzaiou, K. Karpouzis, S. Kollias |
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Synthesizing Gesture Expressivity Based on Real Sequences |
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Workshop on multimodal corpora: from multimodal behaviour theories to usable models, LREC 2006 Conference, Genoa, Italy, 24-26 May. |
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G. Caridakis, L. Malatesta, L. Kessous, N. Amir, A. Raouzaiou, K. Karpouzis |
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Modeling naturalistic affective states via facial and vocal expressions recognition |
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International Conference on Multimodal Interfaces (ICMI’06), Banff, Alberta, Canada, November 2-4, 2006 |
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J.-C. Martin, G. Caridakis, L. Devillers, K. Karpouzis, S. Abrilian |
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Manual Annotation and Automatic Image Processing of Multimodal Emotional Behaviours: Validating the Annotation of TV Interviews |
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5th Conference on Language Resources and Evaluation (LREC 2006), Genoa, Italy, May 2006. |
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S. Ioannou, L. Kessous, G. Caridakis, K. Karpouzis, V. Aharonson, S. Kollias |
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Adaptive On-Line Neural Network Retraining for Real Life Multimodal Emotion Recognition |
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International Conference on Artificial Neural Networks (ICANN) 2006, Athens, Greece, September 2006. |
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Conferences • 2005
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G. Caridakis, K. Karpouzis, G. Sapountzaki, S-E. Fotinea, E. Efthimiou |
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A dynamic environment for Greek Sign Language Synthesis using virtual characters |
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ACM Web3D 2005 Symposium, March 29 - April 1 2005, Bangor, UK. |
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S. E. Fotinea, E. Efthimiou, K. Karpouzis, G. Caridakis |
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Dynamic GSL synthesis to support access to e-content |
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HCI International 2005, July 2005, Las Vegas, Nevada, USA. |
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Conferences • 2004
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K. Karpouzis, G. Caridakis, S-E. Fotinea, E. Efthimiou |
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Educational Resources and Implementation of a Greek Sign Language Synthesis Architecture |
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International Workshop on Web3D Technologies in Learning, Education and Training, Udine, Italy |
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Ph.D Thesis • 2009
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G. Caridakis |
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Emotion Analysis in Natural Human Computer Interaction - Ανάλυση Συναισθήματος στην Φυσική Αλληλεπίδραση Ανθρώπου Μηχανής |
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PhD Thesis, National Technical University of Athens, School of Electrical and Computer Engineering |
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