AVEC 2011 - The first international audio/visual emotion challenge

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6975 LNCS, Issue PART 2, 2011, Pages 415-424

  Schuller, Björn ^a   Valstar, Michel ^b   Eyben, Florian ^a   McKeown, Gary ^c   Cowie, Roddy ^c   Pantic, Maja ^b,d  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

^b IMPERIAL COLLEGE LONDON   (United Kingdom)

^c QUEEN'S UNIVERSITY BELFAST   (United Kingdom)

^d UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Audiovisual Emotion Recognition; Challenge; Facial Expression Analysis; Speech Emotion Recognition

Indexed keywords

AUDIO AND VIDEO; AUDIOVISUAL EMOTION RECOGNITION; CHALLENGE; EMOTION ANALYSIS; FACIAL EXPRESSION ANALYSIS; MACHINE LEARNING METHODS; MULTIMEDIA PROCESSING; SPEECH EMOTION RECOGNITION; BASELINE RESULTS;

FEATURE EXTRACTION; INTELLIGENT COMPUTING; LEARNING SYSTEMS; ARTIFICIAL INTELLIGENCE; FACE RECOGNITION;

SPEECH RECOGNITION;

EID: 80054831955     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24571-8_53     Document Type: Conference Paper

References (18)

1. Ahonen, T., Hadid, A., Pietikäinen, M.: Face description with local binary patterns: Application to face recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 28(12), 2037-2041 (2006)
2. Chang, C.C., Lin, C.J.: LibSVM: a library for support vector machines (2001), software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm
3. Cowie, R., Douglas-Cowie, E., Savvidou, S., McMahon, E., Sawey, M., Schröder, M.: Feeltrace: An instrument for recording perceived emotion in real time. In: Proc. ISCA Workshop on Speech and Emotion, Belfast, UK, pp. 19-24 (2000)
4. Douglas-Cowie, E., Cowie, R., Cox, C., Amier, N., Heylen, D.: The sensitive artificial listener: an induction technique for generating emotionally coloured conversation. In: LREC Workshop on Corpora for Research on Emotion and Affect, pp. 1-4. ELRA, Paris (2008)
5. Eyben, F., Wöllmer, M., Schuller, B.: OpenEAR - Introducing the Munich Open-Source Emotion and Affect Recognition Toolkit. In: Proc. ACII, Amsterdam, The Netherlands, pp. 576-581 (2009)
6. Eyben, F., Wöllmer, M., Schuller, B.: OpenSMILE - The Munich Versatile and Fast Open-Source Audio Feature Extractor. In: Proc. ACM Multimedia (MM), Florence, Italy, pp. 1459-1462 (2010)
7. Fontaine, J., Scherer, K.R., Roesch, E., Ellsworth, P.: The world of emotions is not two-dimensional. Psychological Science 18(2), 1050-1057 (2007)
8. Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The weka data mining software: An update. SIGKDD Explorations 11(1) (2009)
9. Jiang, B., Valstar, M., Pantic, M.: Action unit detection using sparse appearance descriptors in space-time video volumes. In: Proc. IEEE Int. Conf. on Automatic Face and Gesture Recognition, Santa Barbara, USA, pp. 314-321 (2011)
10. Lichtenauer, J., Valstar, M.F., Shen, J., Pantic, M.: Cost-effective solution to synchornized audio-visual capture using multiple sensors. In: Proc. IEEE Int. Conf. on Advanced Video and Signal Based Surveillance, pp. 324-329 (2009)
11. McKeown, G., Valstar, M., Pantic, M., Cowie, R.: The SEMAINE corpus of emotionally coloured character interactions. In: Proc. IEEE Int. Conf. Multimedia &Expo., pp. 1-6 (2010)
12. Ojala, T., Pietikainen, M., Maenpaa, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence 24(7), 971-987 (2002)
13. Schuller, B., Steidl, S., Batliner, A.: The INTERSPEECH 2009 Emotion Challenge. In: Proc. INTERSPEECH 2009, Brighton, UK, pp. 312-315 (2009)
14. Schuller, B., Steidl, S., Batliner, A., Burkhardt, F., Devillers, L., Müller, C., Narayanan, S.: The INTERSPEECH 2010 Paralinguistic Challenge. In: Proc. INTERSPEECH 2010, Makuhari, Japan, pp. 2794-2797 (2010)
15. Schuller, B., Steidl, S., Batliner, A., Schiel, F., Krajewski, J.: The INTERSPEECH 2011 Speaker State Challenge. In: Proc. INTERSPEECH 2011. ISCA, Florence (2011)
16. Shan, C., Gong, S., Mcowan, P.W.: Facial expression recognition based on local binary patterns: A comprehensive study. Image and Vision Computing 27(6), 803-816 (2009)
17. Valstar, M., Jiang, B., Mehu, M., Pantic, M., Scherer, K.: The first facial expression recognition and analysis challenge. In: Proc. IEEE Int. Conf. on Automatic Face and Gesture Recognition, pp. 921-926 (2011)
18. Young, S., Evermann, G., Gales, M., Hain, T., Kershaw, D., Liu, X., Moore, G., Odell, J., Ollason, D., Povey, D., Valtchev, V., Woodland, P.: The HTK book (v3.4). Cambridge University Press, Cambridge (2006)