KJCKorea
Journal Central

@article{ART001963388},
author={BAEK， Yeong Tae and YOU Eun-Soon and Seung Bo Park},
title={A System for Extraction of Audience Reaction Based on Neural Network},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2015},
volume={20},
number={2},
pages={47-54}

TY - JOUR
AU - BAEK， Yeong Tae
AU - YOU Eun-Soon
AU - Seung Bo Park
TI - A System for Extraction of Audience Reaction Based on Neural Network
JO - Journal of The Korea Society of Computer and Information
PY - 2015
VL - 20
IS - 2
PB - The Korean Society Of Computer And Information
SP - 47
EP - 54
SN - 1598-849X
AB - Emotional reaction of audience can be decided by observing reaction of audience for content. We canuse a method to analyze visual data from video camera to detect reaction of audience fast andeconomically. This paper proposes the method and system to observe audience reaction from visual dataof audience and define via neural network. Also we propose a new method to detect automatically an areafor audience reaction with face detection to improve a fixed area assignment method which has a limitation not to adapt depending on audiences. Additionally, the evaluation is implemented to show that the proposedmethod and system is effective. The proposed method showed the performance elevation of 10.5 % (7.75hit ration) compared to a fixed area assignment method.
KW - Audience reaction;Neural network;Audience area;Performance;Face detection
DO -
UR -
ER -

BAEK， Yeong Tae, YOU Eun-Soon and Seung Bo Park. (2015). A System for Extraction of Audience Reaction Based on Neural Network. Journal of The Korea Society of Computer and Information, 20(2), 47-54.

BAEK， Yeong Tae, YOU Eun-Soon and Seung Bo Park. 2015, "A System for Extraction of Audience Reaction Based on Neural Network", Journal of The Korea Society of Computer and Information, vol.20, no.2 pp.47-54.

BAEK， Yeong Tae, YOU Eun-Soon, Seung Bo Park "A System for Extraction of Audience Reaction Based on Neural Network" Journal of The Korea Society of Computer and Information 20.2 pp.47-54 (2015) : 47.

BAEK， Yeong Tae, YOU Eun-Soon, Seung Bo Park. A System for Extraction of Audience Reaction Based on Neural Network. 2015; 20(2), 47-54.

BAEK， Yeong Tae, YOU Eun-Soon and Seung Bo Park. "A System for Extraction of Audience Reaction Based on Neural Network" Journal of The Korea Society of Computer and Information 20, no.2 (2015) : 47-54.

BAEK， Yeong Tae; YOU Eun-Soon; Seung Bo Park. A System for Extraction of Audience Reaction Based on Neural Network. Journal of The Korea Society of Computer and Information, 20(2), 47-54.

BAEK， Yeong Tae; YOU Eun-Soon; Seung Bo Park. A System for Extraction of Audience Reaction Based on Neural Network. Journal of The Korea Society of Computer and Information. 2015; 20(2) 47-54.

BAEK， Yeong Tae, YOU Eun-Soon, Seung Bo Park. A System for Extraction of Audience Reaction Based on Neural Network. 2015; 20(2), 47-54.

BAEK， Yeong Tae, YOU Eun-Soon and Seung Bo Park. "A System for Extraction of Audience Reaction Based on Neural Network" Journal of The Korea Society of Computer and Information 20, no.2 (2015) : 47-54.