Affective Pattern Classification

AAAI Fall Symposium - Technical Report

Volumn FS-98-03, Issue , 1998, Pages 176-182

  Vyzas, Elias ^a   Picard, Rosalind W ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMEDICAL SIGNAL PROCESSING; CLASSIFICATION (OF INFORMATION); EMOTION RECOGNITION; NEAREST NEIGHBOR SEARCH; PHYSIOLOGY; SET THEORY;

EMOTIONAL STATE; FEATURES SELECTION; FISHER PROJECTIONS; HIGH RATE; K-NEAREST NEIGHBOR CLASSIFICATION; MAP CLASSIFICATION; PATTERNS CLASSIFICATION; PHYSIOLOGICAL SIGNALS; PROJECTION METHOD; SUBSETS FEATURES;

FEATURE SELECTION;

EID: 85169882122     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Cacioppo, J. T., and Tassinary, L. G. 1990. Inferring psychological significance from physiological signals. American Psychologist 45(1):16-28.
2. Clynes, D. M. 1977. Sentics: The Touch of the Emotions. Anchor Press/Doubleday.
3. Essa, I., and Pentland, A. 1997. Coding, analysis, interpretation and recognition of facial expressions. IEEE Transactions on Pattern Analysis and Machine Intelligence 19(7):757-763.
4. Goleman, D. 1995. Emotional Intelligence. New York: Bantam Books.
5. Jain, A. K., and Zongker, D. 1997. Feature selection: Evaluation, application, and small sample performance. IEEE Transactions on Pattern Analysis and MachineIntelligence 19(2):153-158.
6. Lang, P. J. 1995. The emotion probe: Studies of motivation and attention. American Psychologist 50(5):372-385.
7. Picard, R. W. 1997. Affective Computing. Cambridge, MA:The MITPress.
8. Pudil, P.; Novovicova, J.; and Kittler, J. 1994. Floating search methods in feature selection. Pattern Recognition Letters 15:1119-1125.
9. Scherer, K. R. 1981. Ch. 10: Speech and emotional states. In Darby, J. K., ed., Speech Evaluation in Psychiatry, 189-220. Grune and Stratton, Inc.
10. Yacoob, Y., and Davis, L. S. 1996. Recognizing humanfacial expressions from log image sequences using optical flow. IEEE T. Patt. Analy. and Mach. Intell. 18(6):636-642.