• 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