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G. Caridakis, K. Karpouzis, N. Drosopoulos, S. Kollias, Adaptive Sign Language Recognition using Self Organizing Markov Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, (under review).
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G. Caridakis, K. Karpouzis, N. Drosopoulos, S. Kollias, SOMM: Self Organizing Markov Map for gesture recognition, Pattern Recognition Letters , 31 (2010), p 52-59, 2010.
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G. Caridakis, K. Karpouzis, N. Drosopoulos, S. Kollias, A critic review of Sign Language Recognition Approaches, ACM Computing Surveys, (under review).
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G. Caridakis, K. Karpouzis, M. Wallace, L. Kessous, N. Amir, Multimodal user's affective state analysis in naturalistic interaction, 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, 2010.
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J.-C. Martin, G. Caridakis, L. Devillers, K. Karpouzis, S. Abrilian, Manual annotation and automatic image processing of multimodal emotional behaviors: validating the annotation of TV interviews, Personal and Ubiquitous Computing, Special issue on Emerging Multimodal Interfaces, Volume 13, Number 1 / January, pp. 69--76, 2009.
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L. Kessous, G. Castellano, G. Caridakis, Multimodal emotion recognition in speech-based interaction using facial expression, body gesture and acoustic analysis, Journal on Multimodal User Interfaces, Springer, ISSN 1783-7677 (Print) 1783-8738 (Online), DOI 10.1007/s12193-009-0025-5, 2009, Volume 3, pp 33-48, 2010.
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G. Caridakis, K. Karpouzis, S. Kollias, User and Context Adaptive Neural Networks for Emotion Recognition, Neurocomputing, Elsevier, Volume 71, Issue 13-15, pp. 2553--2562, 2008.
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Fotinea, E. Efthimiou, K. Karpouzis, G. Caridakis, A Knowledge-based Sign Synthesis Architecture, Universal Access in the Information Society 6 (4), pp. 405--418, Springer, 2008.
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Caridakis, A. Raouzaiou, E. Bevacqua, M. Mancini, K. Karpouzis, L. Malatesta and C. Pelachaud, Virtual agent multimodal mimicry of humans, Language Resources and Evaluation 41 (3--4), Special issue on Multimodal Corpora, pp. 367--388, Springer, 2007.
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S. Ioannou, G. Caridakis, K. Karpouzis, S. Kollias, Robust Feature Detection for Facial Expression Recognition EURASIP Journal on Image and Video Processing, Article ID 29081, pp. 1--22, 2007.
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G. Castellano, G. Caridakis, A. Camurri, K. Karpouzis, G. Volpe, S. Kollias, Body gesture and facial expression analysis for automatic affect recognition, in Scherer, K.R., Banziger, T., Roesch, E. (Eds.) A blueprint for an affectively competent agent: Cross-fertilization between Emotion Psychology, Affective Neuroscience and Affective Computing. Oxford: Oxford University Press, (accepted).
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M. Pantic, G. Caridakis, Image and Video Processing for Affective Applications, in Scherer, K.R., Banziger, T., Roesch, E. (Eds.) A blueprint for an affectively competent agent: Cross-fertilization between Emotion Psychology, Affective Neuroscience and Affective Computing. Oxford: Oxford University Press, (accepted).
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M. Pantic, G. Caridakis, E. Andre, J. Kim, K. Karpouzis, S. Kollias, Multimodal emotion recognition from low-level cues, in Scherer, K.R., Banziger, T., Roesch.
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E. (Eds.) A blueprint for an affectively competent agent: Cross-fertilization between Emotion Psychology, Affective Neuroscience and Affective Computing. Oxford: Oxford University Press, (accepted).
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JC Martin, L. Devillers, A. Raouzaiou, G. Caridakis, et al., Coordinating the Generation of Signs in Multiple Modalities in an Affective Agent, in Scherer, K.R., Banziger, T., Roesch, E. (Eds.) A blueprint for an affectively competent agent: Cross-fertilization between Emotion Psychology, Affective Neuroscience and Affective Computing. Oxford: Oxford University Press, (accepted).
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G. Caridakis, P. Tzouveli, L. Malatesta, A. Raouzaiou, K. Karpouzis, S. Kollias, Affective e-Learning System: Analysis of Learners' State, in A. Tzanavari and N. Tsapatsoulis (eds) Affective, Interactive and Cognitive Methods for E-Learning Design: Creating an Optimal Education Experience, IGI Global, ISBN: 978-160566-940-3, January 2010.
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R. Cowie, E. Douglas-Cowie, K. Karpouzis, G. Caridakis, M. Wallace, S. Kollias, Recognition of Emotional States in Natural Human-Computer Interaction, D. Tzovaras (ed.), Multimodal User Interfaces, pp. 119--153, Springer Berlin Heidelberg, 2008.
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K. Karpouzis, G. Caridakis, L. Kessous, N. Amir, A. Raouzaiou, L. Malatesta, S. Kollias, Modeling naturalistic affective states via facial, vocal, and bodily expressions recognition, 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, 2007.
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G. Castellano, L. Kessous, G. Caridakis, Multimodal emotion recognition from expressive faces, body gestures and speech, C. Peter, R. Beale (eds), Affect and Emotion in Human-Computer Interaction, Lecture Notes in Computer Science, Springer, 2007.