The research on emotion recognition from ECG signal

Proceedings - 2009 International Conference on Information Technology and Computer Science, ITCS 2009

Volumn 1, Issue , 2009, Pages 497-500

  Cai, Jing ^a   Liu, Guangyuan ^a   Hao, Min ^a  

^a SOUTHWEST UNIVERSITY   (China)

Author keywords

ECG signal; Emotion recognition; Fisher KNN; Tabu search algorithm; Wave transform

Indexed keywords

AUTOMATIC LOCATION; ECG SIGNAL; ECG SIGNALS; ELECTROCARDIOGRAM SIGNAL; EMOTION FEATURE; EMOTION RECOGNITION; FISHER-KNN; K-NN CLASSIFIER; PHYSIOLOGICAL SIGNALS; RESEARCH FIELDS; T WAVES; TABU SEARCH ALGORITHM; TABU SEARCH ALGORITHMS; TEST DATA;

COMPUTER SCIENCE; DISCRETE WAVELET TRANSFORMS; ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; FACE RECOGNITION; FEATURE EXTRACTION; INFORMATION TECHNOLOGY; LEARNING ALGORITHMS; RESEARCH; TABU SEARCH;

SIGNAL PROCESSING;

EID: 71049139350     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITCS.2009.108     Document Type: Conference Paper

References (9)

1. F. Nasoz, C. L. Lisetti, K. Alvarez, and N. Finkelstein, "Emotion Recognition from Physiological Signals for User Modeling of Affect", Proceedings UM'2003, 9th International Conference on User Model, Pittsburg, USA, June 22-26, 2003.
2. R. W. Picard, E. Vyzas, and J. Healey, "Toward Machine Emotional Intelligence: Analysis of Affective Physiological State", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.23, No.10, 2001, pp.1175-1191.
3. http://mm-werkstatt.informatik.uni-augsburg.de/projectdetails.php?id=33.
4. L. Li and J.H. Chen, "Emotion Recognition Using Physiological Signals from Multiple Subjects", Proceedings of IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP'06), IEEE Computer Society, USA, 2006, pp.355 - 358.
5. S. Ktata, K. Ouni, and N. Ellouze, "ECG Signal Maxima Detection Using Wavelet Transform", Proceedings of IEEE International Symposium on Industrial Electronics, IEEE Industrial Electronic Society, Montreal, Vol.1, 2006, pp. 700-703.
6. Z.X. Ge and S. Wei, Wavelet Analysis Theory and The Realization of MATLAB2007, Publishing House of Electronic Industry, China, 2007.
7. S. Z. Mahmoodabadi, A. Ahmadian, M. D. Abolhasani, M. Eslami, and J. H. Bidgoli, "ECG Feature Extraction Based on Multiresolution Wavelet Transform", Proceedings of IEEE Engineering in Medicine and Biology 27th Annual Conference Shanghai, China, 2005, pp.3902-3905.
8. F. Glover and M. Laguna, Tabu Search, Kluwer Academic Publishers, Boston, 1997.
9. S.Y. Yang and L.Y. Li, Image Pattern Recognition, Tsinghua University Press, Northern Jiaotong University Press, China, 2006.