DocumentCode :
2477391
Title :
Electrodermal activity applied to violent scenes impact measurement and user profiling
Author :
Fleureau, J. ; Penet, C. ; Guillotel, P. ; Demarty, C.H.
Author_Institution :
Technicolor, Cesson-Sévigné, France
fYear :
2012
fDate :
14-17 Oct. 2012
Firstpage :
3310
Lastpage :
3315
Abstract :
Identifying violent scenes in a movie may be of high interest as soon as the associated content has to be shown to a specific audience, as children for instance. However, defining what a violent scene is as well as extracting the violent excerpts from the only audiovisual cue are two hard tasks. In this article, we propose a pilot study to evaluate the interest of an approach based on the use of the electrodermal activity (EDA) to address these problems in an objective and human-centered manner. Assuming a consumer context, we especially focus on the use of a commercial sensor to capture the EDA. A comparison with a more professional device is initially performed to validate the accuracy of the commercial sensor. Two main aspects of the violent scene impact measurement with the EDA are then discussed. To tackle the violent scene detection problem, a methodology to correlate the EDA information with manual annotations of violent excerpts is first proposed. The user sensitivity to violence is then addressed and an approach to identify different profiles in the audience is qualitatively proposed. The advantages and limitations of such an approach are discussed and potential improvements are finally proposed.
Keywords :
sensors; video signal processing; audiovisual cue; commercial sensor; electrodermal activity; human-centered manner; manual annotations; movie; user profiling; user sensitivity; violent excerpt extraction; violent scene detection problem; violent scene identification; violent scene impact measurement; Context; Correlation; Motion pictures; Physiology; Sensitivity; Skin; Affective Computing; Film Annotation; Physiological Signals; Violent Scenes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
Type :
conf
DOI :
10.1109/ICSMC.2012.6378302
Filename :
6378302
Link To Document :
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