Search the World's Largest Database of Information Science & Technology Terms & Definitions
InfInfoScipedia LogoScipedia
A Free Service of IGI Global Publishing House
Below please find a list of definitions for the term that
you selected from multiple scholarly research resources.

What is Automatic Emotion Recognition

Chapter 12
Encyclopedia of Information Science and Technology, Fourth Edition
It is a manner of recognize emotion by using computer technologies such as signal processing, machine learning, and computer vision.
Published in Chapter:
Automatic Emotion Recognition Based on Non-Contact Gaits Information
Jingying Wang (University of Chinese Academy of Sciences, China), Baobin Li (University of Chinese Academy of Sciences, China), Changye Zhu (University of Chinese Academy of Sciences, China), Shun Li (University of Chinese Academy of Sciences, China), and Tingshao Zhu (University of Chinese Academy of Sciences, China)
Copyright: © 2018 |Pages: 12
DOI: 10.4018/978-1-5225-2255-3.ch012
Abstract
Automatic emotion recognition was of great value in many applications, however, to fully display the application value of emotion recognition, more portable, non-intrusive, inexpensive technologies need to be developed. Except face expression and voices, human gaits could reflect the walker's emotional state too. By utilizing 59 participants' gaits data with emotion labels, we train machine learning models that are able to “sense” individual emotion. Experimental results show these models work very well, proved that gait features are effective in characterizing and recognizing emotions.
Full Text Chapter Download: US $37.50 Add to Cart
eContent Pro Discount Banner
InfoSci OnDemandECP Editorial ServicesAGOSR