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
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;
Conference_Titel :
Software Engineering and Service Science (ICSESS), 2013 4th IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-4997-0
DOI :
10.1109/ICSESS.2013.6615367