• DocumentCode
    3139573
  • Title

    FaceFetch: A User Emotion Driven Multimedia Content Recommendation System Based on Facial Expression Recognition

  • Author

    Mariappan, M.B. ; Myunghoon Suk ; Prabhakaran, Balakrishnan

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Texas at Dallas, Richardson, TX, USA
  • fYear
    2012
  • fDate
    10-12 Dec. 2012
  • Firstpage
    84
  • Lastpage
    87
  • Abstract
    Recognition of facial expressions of users allows researchers to build context-aware applications that adapt according to the users´ emotional states. Facial expression recognition is an active area of research in the computer vision community. In this paper, we present Face Fetch, a novel context-based multimedia content recommendation system that understands a user´s current emotional state (happiness, sadness, fear, disgust, surprise and anger) through facial expression recognition and recommends multimedia content to the user. Our system can understand a user´s emotional state through a desktop as well as a mobile user interface and pull multimedia content such as music, movies and other videos of interest to the user from the cloud with near real time performance.
  • Keywords
    emotion recognition; face recognition; mobile computing; multimedia computing; recommender systems; user interfaces; FaceFetch; computer vision community; context-aware applications; context-based multimedia content recommendation system; desktop; emotional states; facial expression recognition; mobile user interface; real time performance; user current emotional state; user emotion driven multimedia content recommendation system; Multimedia communication; Computer Vision; Context-Based Content Recommendation; Emotion Recognition; Facial Expression Recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia (ISM), 2012 IEEE International Symposium on
  • Conference_Location
    Irvine, CA
  • Print_ISBN
    978-1-4673-4370-1
  • Type

    conf

  • DOI
    10.1109/ISM.2012.24
  • Filename
    6424636