@inproceedings{416ebd7f3ea74491918e8f9f3ec66009,
title = "Emotion recognition from audiovisual information",
abstract = "We report preliminary results on emotion recognition by machine from joint audiovisual input of facial video and speech. The results show potential advantages in using both modalities over either modality alone. The recognition rate for audio alone is about 75% and video alone about 70%. Using audiovisual data we achieved 97% without increasing the number of features. The improvement in performance is accredited to the complementary property between the two modalities. A possible application is in natural human-computer interfaces.",
author = "Chen, {L. S.} and H. Tao and Huang, {T. S.} and T. Miyasato and R. Nakatsu",
note = "Publisher Copyright: {\textcopyright} 1998 IEEE.; 2nd IEEE Workshop on Multimedia Signal Processing, MMSP 1998 ; Conference date: 07-12-1998 Through 09-12-1998",
year = "1998",
doi = "10.1109/MMSP.1998.738917",
language = "English (US)",
series = "1998 IEEE 2nd Workshop on Multimedia Signal Processing",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "83--88",
editor = "Abeer Alwan and Antonio Ortega and {Jay Kuo}, C.-C. and {Max Nikias}, C.L. and Wong, {Ping Wah}",
booktitle = "1998 IEEE 2nd Workshop on Multimedia Signal Processing",
address = "United States",
}