Multimodal emotion recognition using a spontaneous Filipino emotion database

2010 3rd International Conference on Human-Centric Computing, HumanCom 2010

Volumn , Issue , 2010, Pages

  Lanze, Marc ^a   Dy, Ivan C ^a   Vener, Ivan ^a   Espinosa, L ^a   Patrick, Paul ^a   Go, V ^a   Martin, Charles ^a   Mendez, M ^a   Cu, Jocelynn W ^a  

^a DE LA SALLE UNIVERSITY   (Philippines)

Author keywords

Decision level fusion; Emotion recognition; Multimodal; Spontaneous emotion database

Indexed keywords

DECISION LEVEL FUSION; EMOTION RECOGNITION; FACIAL FEATURE; MULTI-MODAL; MULTIMODAL EMOTION RECOGNITION; RECOGNITION RATES; RECOGNIZING EMOTIONS; SPONTANEOUS EMOTION DATABASE; TEST RESULTS; VOICE SIGNALS;

DATABASE SYSTEMS; HUMAN COMPUTER INTERACTION; KNOWLEDGE MANAGEMENT;

FACE RECOGNITION;

EID: 77958163545     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HUMANCOM.2010.5563314     Document Type: Conference Paper

References (27)

1. Beszedes, M., & Culverhouse, P. (2007). Comparison of Human and Automatic Facial Emotions and Emotion Intensity. Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium, (pp. 429-434).
2. Boersma, P., & Weenink, D. (2009). PRAAT: doing phonetics by computer (Version 5.1.05) [Computer program]. Retrieved May 1, 2009, from http://www.PRAAT.org/.
3. Busso, C., Deng, Z., Yildirim, S., Bulut, M., Lee, C. M., Kazemzadeh, A., Lee, S., Neumann, U., & Narayanan, S. (2004). Analysis of emotion recognition using facial expression, speech and multimodal information. Proceedings of the 6th international conference on Multimodal interfaces, (pp. 205-211). New York, USA.
4. Castellano, G., Kessous, L., & Karidakis, G. (2007). Multimodal emotion recognition from expressive faces, body gestures and speech. Proc. of the Doctoral Consortium of 2nd International Conference on Affective Computing and Intelligent Interaction. Lisbon.
5. Chen, C.Y., Huang, Y.K., & Cook, P. (2005). Visual/Acoustic Emotion Recognition. Multimedia and Expo, 2005. ICME 2005. IEEE International Conference, (pp. 1468-1471).
6. Cohen, I., Garg, A., & Huang, T. S. (2000). Emotion Recognition from Facial Expressions using Multilevel HMM. In Neural Information Processing Systems.
7. Cowie, R. & Douglas-Cowie, R. (1996). Automatic Statistical Analysis Of The Sinal And Prosodic Signs Of Emotion In Speech. In Proc. International Conf. on Spoken Language Processing.
8. Cu, J., Suarez, M., & Sta. Maria, M. (2010). FilMED: A Filipino Multimodal Emotion Corpus, to be presented in LREC 2010 Workshop on Multimodal Corpora, Malta, May 17 - 23, 2010.
9. De Silva, L. C. (2004). Audiovisual Emotion Recognition. Systems, Man and Cybernetics, 2004 IEEE International Conference, (pp. 649-654). The Hague.
10. De Silva, L. C., & Ng, P. C. (2000). Bimodal emotion recognition. Automatic Face and Gesture Recognition, 2000. Proceedings. Fourth IEEE International Conference, (pp. 332 - 335). Grenoble, France.
11. De Silva, L. C., Miyasato, T., & Nakatsu, R. (1997). Facial Emotion Recognition Using Multimodal Information. Information, Communications and Signal Processing, 1997. ICICS., Proceedings of 1997 International Conference, (pp. 397-401). Singapore.
12. De Silva, L.C., & Suen Chun Hui . (2003). Real-time Facial Feature Extraction and Emotion Recognition. Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference, (pp. 1310-1314).
13. Eckenel, H. K., Fischer, M., Jin, Q., & Stiefelhagen, R. (2007). Multi-modal Person Identification in a Smart Environment.
14. Idiap Research Institute. (2009). The Belfast Naturalistic Emotional Database - Home. Retrieved December 9, 2009, from MultiModal Media Fileserver: http://www.idiap.ch/mmm/corpora/emotion-corpus.
15. Karthigayan, M., Nagarajan, R., Rizon, M., & Yaacob, S. (2007). Personalized Face Emotion Classification Using Optimized Data of Three. Intelligent Information Hiding and Multimedia Signal Processing, 2007. IIHMSP 2007. Third International Conference, (pp. 57-60). Kaohsiung.
16. Lee, C. M., & Narayanan, S. S. (2005). Toward Detecting Emotions in Spoken Dialogs. Speech and Audio Processing, IEEE Transactions, (pp. 293 - 303).
17. Lee, C.M., Yildirim, S., Bulut, M., Kazemzadeh, A., Busso, C., Deng, Z., Lee, S., & Narayanan, S. (2004). Emotion recognition based on phoneme classes. Proceedings of the International Conference on Spoken Language Processing . Jeju Island, Korea.
18. Michel, P., & Kaliouby, R. E. (2003). Real Time Facial Expression Recognition in Video using Support Vector Machines. International Conference on Multimodal Interfaces, Proceedings of the 5th international conference on Multimodal interfaces, (pp. 258 - 264).
19. Morishima, S., & Harashima, H. (1993). Emotion space for analysis and synthesis of facial expression. Robot and Human Communication, 1993. Proceedings., 2nd IEEE International Workshop, (pp. 188-193). Tokyo, Japan.
20. Neiberg, D., Elenius, K., & Laskowski, K. (2006). Emotion recognition in spontaneous speech using GMMs. in Proceedings ICSLP-2006, (pp. 809-812). Pittsburgh.
21. Nwe, T. L., Wei, F. S., & De Silva, L. C. (2001). Speech-Based Emotion Classification. Electrical and Electronic Technology, 2001. TENCON. Proceedings of IEEE Region 10 International Conference, (pp. 297-301). Singapore.
22. Pittermann, J. & Pittermann, A. (2006). A Post-Processing Approach to Improve Emotion Recognition Rates. Signal Processing, 2006 8th International Conference. Beijing.
23. Razak, A.A., Komiya, R., Izani, M., & Abidin, Z. (2005). Comparison Between Fuzzy and NN Method for Speech Emotion Recognition. Information Technology and Applications, 2005. ICITA 2005. Third International Conference, (pp. 297-302).
24. Sebe, N., Lew, M. S., Cohen, I., Sun, Y., Gevers, T., & Huang, T. S. (2004). Authentic Facial Expression Analysis. Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition.
25. Sebe, N., Lew, M. S., Cohen, I., Gevers, T., & Huang, T. S. (2004). Multimodal approaches for emotion recognition: a survey. SPIE-The International Society for Optical Engineering. USA.
26. Sta. Maria, M. & Magno, C. (2007). Dimensions of filipino negative emotions. 7th Conference of the Asian Association of Social Psychology. (pp. 1-20). Malaysia.
27. Zeng, Z., Pantic, M., Roisman, G. I., & Huang, T. S. (2009). A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions. IEEE Transactions On Pattern Analysis And Machine Intelligence (pp. 39-58). IEEE Computer Society.