• DocumentCode
    2600798
  • Title

    The Application Study of Learner´s Face Detection and Location in the Teaching Network System Based on Emotion Recognition

  • Author

    Liu, Shuai ; Wang, Wansen

  • Author_Institution
    Dept. of Inf. Eng., Capital Normal Univ., Beijing, China
  • Volume
    1
  • fYear
    2010
  • fDate
    24-25 April 2010
  • Firstpage
    394
  • Lastpage
    397
  • Abstract
    The traditional E-learning System is to achieve self-learning function of distance. But in the learning process, the learner´s emotional information can not be extracted effectively use that the study results is not ideal. Teaching system in the network to increase emotional recognition, it is a personalized Web-based Education is an important direction for the development. This paper using Adaboost algorithm that based on SVM classifier to locate human faces, experiments have achieved good results. The study provides an important scientific basis to study the expression analysis of learners.
  • Keywords
    computer aided instruction; emotion recognition; face recognition; teaching; unsupervised learning; Adaboost algorithm; SVM classifier; e-learning system; emotion recognition; expression analysis; learner emotional information; learner face detection; personalized Web-based education; self learning function; teaching network system; Data mining; Education; Electronic learning; Emotion recognition; Face detection; Face recognition; Humans; Information analysis; Support vector machine classification; Support vector machines; Adaboost; SVM(Support Vector Machine); face detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networks Security Wireless Communications and Trusted Computing (NSWCTC), 2010 Second International Conference on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-0-7695-4011-5
  • Electronic_ISBN
    978-1-4244-6598-9
  • Type

    conf

  • DOI
    10.1109/NSWCTC.2010.97
  • Filename
    5480962