An integrated approach to emotion recognition for advanced emotional intelligence

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

Volumn 5612 LNCS, Issue PART 3, 2009, Pages 565-574

  Bamidis, Panagiotis D ^a   Frantzidis, Christos A ^a   Konstantinidis, Evdokimos I ^a   Luneski, Andrej ^a   Lithari, Chrysa ^a   Klados, Manousos A ^a   Bratsas, Charalambos ^a   Papadelis, Christos L ^b   Pappas, Costas ^a  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

^b UNIVERSITY OF TRENTO   (Italy)

Author keywords

Affective Computing; Avatar; Classifier; EEG; Emotion; Mahalanobis; Skin Conductance

Indexed keywords

AFFECTIVE COMPUTING; AVATAR; EEG; EMOTION; MAHALANOBIS; SKIN CONDUCTANCE;

CLASSIFIERS; ELECTROENCEPHALOGRAPHY; FACE RECOGNITION; FEATURE EXTRACTION; KNOWLEDGE MANAGEMENT; LEARNING SYSTEMS; SKIN; SPEECH RECOGNITION;

HUMAN COMPUTER INTERACTION;

EID: 70350279517     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02580-8_62     Document Type: Conference Paper

References (23)

1. Bradley, M.M., Codispoti, M., Cuthbert, B.N., Lang, P.J.: Emotion and motivation I: Defensive and appetitive reactions in picture processing. Emotion 1(3), 276-298 (2001)
2. Lang, P.J., Bradley, M.M., Cuthbert, B.N.: International Affective Picture System (IAPS): Technical Manual and Affective Ratings. NIMH Center for the Study of Emotion and Attention (1997)
3. Picard, R.W., et al.: Affective learning - A Manifesto. BT Technology Journal 22(4), 253-269 (2004)
4. Reeves, B., Nass, C.: The Media Equation: How People Treat Computers. Cambridge Univ. Press, Cambridge (1996)
5. Cockton, G.: Editorial: From doing to being: bringing emotion into interaction. Interacting with Computers 14(2), 89-92 (2002)
6. Picard, R.W., Healey, J.: Affective Wearables. Personal and Ubiquitous Computing 1(4), 231-240 (1997)
7. Konstantinidis, E.I., Bamidis, P.D., Koufogiannis, D.: Development of A Generic And Flexible Human Body Wireless Sensor Network. In: 6th European Symposium on Biomedical Engineering (ESBME 2008), Chania, Crete Island, Greece (2008)
8. Healey, J., Picard, R.W.: Digital processing of affective signals. In: International Conference on Acoustics, Speech and Signal Processing, Seattle, USA, vol. 6, pp. 3749-3752 (1998)
9. Picard, R.W., Vyzas, E., Healey, J.: Toward Machine Emotional Intelligence: Analysis of Affective Physiological State. IEEE Transactions on Pattern Analysis and Machine Intelligence 23(10), 1175-1191 (2001)
10. Haag, A., Goronzy, S., Schaich, P., Williams, J.: Emotion recognition Using Bio-Sensors: First Steps Towards an Automatic System. In: André, E., Dybkjær, L., Minker, W., Heisterkamp, P. (eds.) ADS 2004. LNCS, vol. 3068, pp. 36-48. Springer, Heidelberg (2004)
11. Nasoz, F., Lisetti, C.L., Alvarez, K., Finkelstein, N.: Emotion Recognition from Physiological Signals for User Modeling of Affect. In: 3rd Workshop on Affective and Attitude User Modeling, USA (2003)
12. Bamidis, P.D., Luneski, A., Vivas, A., Papadelis, C., Maglaveras, N., Pappas, C.: Multichannel physiological sensing of human emotion: insights into Emotion-Aware Computing using Affective Protocols, Avatars and Emotion. Stud. Health Technol. Inform. 129(Pt 2), 1068-1072 (2007)
13. Frantzidis, C., Lithari, C., Vivas, A., Papadelis, C., Pappas, C., Bamidis, P.D.: Towards Emotion Aware Computing: a Study of Arousal Modulation with Multichannel Event Related Potentials, Delta Oscillatory Activity and Skin Conductivity Responses. In: 8th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2008), Athens, Greece, pp. 1-6 (2008)
14. Brody, L.R.: Gender differences in emotional development: A review of theories and research. Journal of Personality 53(2), 102-149 (2006)
15. Luneski, A., Bamidis, P.D.: Towards an Emotion Specification Method: Representing Emotional Physiological Signals. In: Proc. of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), Maribor, Slovenia, pp. 313-320 (2007)
16. The free Haptek Guide, http://haptek.com/ (last access 24/2/2009)
17. Loquendo: global supplier of speech recognition and speech synthesis technology and solutions, http://www.loquendo.com/ (last access 24/2/2009)
18. Cincotti, F., et al.: The use of EEG modifications due to motor imagery for brain-computer interfaces. IEEE Transactions on Neural Systems and Rehabilitation Engineering 11(2), 131-133 (2003)
19. Luneski, A., Konstantinidis, E.I., Hitoglou-Antoniadou, M., Bamidis, P.D.: Affective Computer-Aided Learning for Autistic Children. In: 1st Workshop on Child, Computer and Interaction, ICMI 2008, Chania, Crete, Greece, October 20-23 (2008)
20. Lisetti, C.L., Nasoz, F.: Using Noninvasive Wearable Computers to Recognize Human Emotions from Physiological Signals. EURASIP Journal on Applied Signal Processing 2004(11), 1672-1687 (2004)
21. Boulos, K., Maged, N., Wheeler, S.: The emerging Web 2.0 social software: an enabling suite of sociable technologies in health and health care education. Health Information and Libraries Journal 24(1), 2-23 (2007)
22. Vilon, O., Lisetti, C.L.: Toward Recognizing Individual's Subjective Emotion from Physiological Signals in Practical Application. In: Proc. of 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), Maribor, Slovenia, pp. 357-362 (2007)
23. Luneski, A., Bamidis, P.D., Hitoglou-Antoniadou, M.: Affective computing and medical informatics: state of the art in emotion-aware medical applications. Stud. Health Technol. Inform. 136, 517-522 (2008)