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Cover image for Visual affect recognition
Title:
Visual affect recognition
Series:
Frontiers in artificial intelligence and applications. Knowledge-based intelligent engineering systems, 214.

Frontiers in artificial intelligence and applications ; 214.

Frontiers in artificial intelligence and applications. Knowledge-based intelligent engineering systems.
Publication Information:
Amsterdam, NE ; Washington, DC: IOS Press, 2010
Physical Description:
xx, 247 p. : ill. (some col.) ; 25 cm.
ISBN:
9781607505969
Added Author:

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30000010236452 TA1650 S73 2010 Open Access Book Book
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Summary

Summary

It is generally known that human faces, as well as body motions and gestures, provide a wealth of information about a person, such as age, race, sex and emotional state. This monograph primarily studies the perception of facial expression of emotion, and secondarily of motion and gestures, with the purpose of developing a fully automated visual affect recognition system for use in modes of human/computer interaction. The book begins with a survey of the literature on emotion perception, followed by a decription of empirical studies conducted with human participants and the construction of a face image database . On the basis of this work, a visual affect recognition system was developed, consisting of two modules: a face detection subsystem and a facia expression recognition subsystem. Details of this system are demonstrated and analyzed, and extensive performance evaluations and test results are provided. Finally, current research avenues leading to visual affect recognition via analysis of body motin and gestures are also discussed."


Excerpts

Excerpts

It is generally known that human faces, as well as body motions and gestures, provide a wealth of information about a person, such as age, race, sex and emotional state. This monograph primarily studies the perception of facial expression of emotion, and secondarily of motion and gestures, with the purpose of developing a fully automated visual affect recognition system for use in modes of human/computer interaction. The book begins with a survey of the literature on emotion perception, followed by a description of empirical studies conducted with human participants and the construction of a 'face image database'. On the basis of this work, a visual affect recognition system was developed, consisting of two modules: a face detection subsystem and a facial expression recognition subsystem. Details of this system are demonstrated and analyzed, and extensive performance evaluations and test results are provided. Finally, current research avenues leading to visual affect recognition via analysis of body motion and gestures are also discussed.IOS Press is an international science, technical and medical publisher of high-quality books for academics, scientists, and professionals in all fields.Some of the areas we publish in:-Biomedicine-Oncology-Artificial intelligence-Databases and information systems-Maritime engineering-Nanotechnology-Geoengineering-All aspects of physics-E-governance-E-commerce-The knowledge economy-Urban studies-Arms control-Understanding and responding to terrorism-Medical informatics-Computer Sciences Excerpted from Visual Affect Recognition: Volume 214 Frontiers in Artificial Intelligence and Applications All rights reserved by the original copyright owners. Excerpts are provided for display purposes only and may not be reproduced, reprinted or distributed without the written permission of the publisher.
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