Valence-arousal evaluation using physiological signals in an emotion recall paradigm

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn , Issue , 2007, Pages 2662-2667

  Chanel, Guillaume ^a,b   Ansari Asl, Karim ^b   Pun, Thierry ^a,b  

^a IEEE

^b UNIVERSITY OF GENEVA   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; ELECTROENCEPHALOGRAPHY;

ACQUISITION PROTOCOL; PERIPHERAL DATA; PHYSIOLOGICAL SIGNALS;

FACE RECOGNITION;

EID: 40949130883     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2007.4413638     Document Type: Conference Paper

References (26)

1. R. Cowie, E. Douglas-Cowie, N. Tsapatsoulis, G. Votsis, S. Kollias, W. Fellenz, and J. G. Taylor, "Emotion recognition in human computer interaction," IEEE Signal Processing Magazine, vol. 18, pp. 32-80, 2001.
2. S. Brave, C. Nass, and K. Hutchinson, "Computers that care: investigating the effects of orientation of emotion exhibited by an embodied computer agent," International Journal of Human Computer Studies, vol. 62, pp. 161-178, 2005.
3. A. Benoit, L. Bonnaud, A. Caplier, P. Ngo, L. Lawson, D. Trevisan, V. Levacik, C. Mancas, and G. Chanel, "Multimodal Focus Attention and Stress Detection and Feedback in an Augmented Driver Simulator," 3rd IFlP Conference on Artificial Intelligence Applications & Innovations (AIAI), Athens, Greece, June 7-9, 2006.
4. J. A. Healey, "Wearable and Automotive Systems for Affect Recognition from Physiology", Ph.D. thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 2000.
5. R. R. Cornelius, "Theoretical approaches to emotion," Proc. Int. Speech Communication Association (ISCA) Workshop on Speech and Emotion, Belfast, Ireland, 2000.
6. J. A. Russel, M. Lewicka, and T. Nut, "A Cross-Cultural Study of a Circumplex Model of Affect," Journal of Personality and Social Psychology, vol. 57, pp. 848-856, 1989.
7. M. Pantic and L. J. M. Rothkrantz, "Toward an Affect-Sensitive Multimodal Human-Computer Interaction," Proc. of the IEEE, vol. 91, pp. 1370-1390, 2003.
8. J. Wagner, J. Kim, and E. André, "From physiological signals to emotions: implementing and comparing selected methods for features extraction and classification," IEEE International Conference on Multimedia & Expo, 6-8 July, 2005.
9. C. L. Lisetti and F. Nasoz, "Using Noninvasive Wearable Computers to Recognize Human Emotions from Physiological Signals," Journal on applied Signal Processing, vol. 11, pp. 1672-1687, 2004.
10. D. Sander, D. Grandjean, and K. R. Scherer, "A systems approach to appraisal mechanisms in emotion," Neural Networks, vol 18, pp.317-352, 2005.
11. A. Choppin, "EEG-Based Human Interface for Disabled Individuals: Emotion Expression with Neural Networks", Master thesis. Information processing, Tokyo institute of technology, Yokohama, Japan, 2000.
12. K. Takahashi, "Remarks on Emotion Recognition from Bio-Potential Signals," Proc. 2nd International Conference on Autonomous Robots and Agents, Palmerston North (New Zealand), December 13-15, 2004.
13. G. Chanel, J. Kronegg, D. Grandjean, T. Pun, "Emotion assessment: Arousal evaluation using EEG's and peripheral physiological signals", Proc. Int. Workshop Multimedia Content Representation, Classification and Security (MRCS), Sept. 11-13, 2006, Istanbul, Turkey, B. Gunsel, A. K. Jain, A. M. Tekalp, B. Sankur, Eds., Lecture Notes in Computer Science, Vol. 4105, Springer, 530-537.
14. A. Haag, S. Goronzy, P. Schaich, and J. Williams, "Emotion Recognition Using Bio-Sensors: First Step Toward an Automatic System," Affective Dialog Systems: Tutorial And Research Workshop, Kloster Irsee, Germany, June 14-16, 2004.
15. A. P. R. Smith, K. E. Stephhan, M. D. Rugg, and R. J. Dolan, "Task and Content Modulate Amygdala-Hippocampal Connectivity in Emotional Retrieval," Neuron, vol. 49, pp. 631-638, 2006.
16. A. Hanjalic and L.-Q. Xu, "Affective video content representation and modeling," IEEE Transaction on multimedia, vol. 7, pp. 143-154, 2005.
17. P. J. Lang, M. K. Greenwald, M. M. Bradley, and A. O. Hamm, "Looking at pictures: affective, facial, visceral, and behavioral reactions," Psychophysiology, vol. 30, pp. 261-273, 1993.
18. P. Rainville, A. Bechara, N. Naqvi, and A. R. Damasio, "Basic emotions are associated with distinct patterns of cardiorespiratory activity," International Journal of Psychophysiology, vol. 61, pp. 5-18, 2006.
19. J. Kim, "Emotion Recognition from Physiological Measurement," Humaine European Network of Excellence Workshop, Santorini, Greece, September 18-21, 2004.
20. R. J. Davidson, "Affective neuroscience and psychophysiology: Toward a synthesis," Psychophysiology, vol. 40, pp. 655-665, 2003.
21. L. I. Aftanas, N. V. Reva, A. A. Varlamov, S. V. Pavlov, and V. P. Makhnev, "Analysis of Evoked EEG Synchronization and Desynchronization in Conditions of Emotional Activation in Humans: Temporal and Topographic Characteristics," Neuroscience and Behavioral Physiology, vol. 34, pp. 859-867, 2004.
22. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, second ed: Wiley Interscience, 2001.
23. C. M. Bishop, Pattern recognition and machine learning. Springer, 2006.
24. J. Hua, Z. Xiong, J. Lowey, E. Suh, and E. R. Dougherty, "Optimal number of features as a function of sample size for various classification rules," Bioinformatics, vol. 21, pp. 1509-1515, 2005.
25. G. H. John, R. Kohavi, and K. Pfleger, "Irrelevant Features and the Subset Selection Problem," Proc. 11th Int. Conf. on Machine Learning, San Francisco, USA, 1994.
26. L. Yu and H. Liu, "Efficient Feature Selection via Analysis of Relevance and Redundancy," Journal of Machine Learning Research, vol. 5, 2004.