DocumentCode
3276401
Title
A biologically inspired model of emotional attention
Author
Dongchun Ren ; Hong Qiao ; Jianhua Su
Author_Institution
State Key Lab. of Manage. & Control for Complex Syst., Inst. of Autom., Beijing, China
fYear
2013
fDate
23-25 May 2013
Firstpage
541
Lastpage
544
Abstract
This paper proposes a new biologically inspired emotional attention model to expand existing visual attention models by considering emotional impact on attention. In our work, we combine color emotion activity and emotional arousal with visual spatial locations. In the experiments, an affective picture dataset and an eye-tracking dataset are used to test our proposed model. Experimental results show that the performance of the emotional attention model is promising.
Keywords
emotion recognition; image colour analysis; visual databases; biologically inspired emotional attention model; color emotion activity; emotional arousal; eye-tracking dataset; picture dataset; visual attention models; visual spatial locations; Biological system modeling; Computational modeling; Emotion recognition; Pattern recognition; affective computing; emotional attention; visual attention;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Engineering and Service Science (ICSESS), 2013 4th IEEE International Conference on
Conference_Location
Beijing
ISSN
2327-0586
Print_ISBN
978-1-4673-4997-0
Type
conf
DOI
10.1109/ICSESS.2013.6615367
Filename
6615367
Link To Document