Student eye gaze tracking during MOOC teaching

Fangfang Yang, Zengru Jiang, Chaojun Wang, Yaping Dai, Zhiyang Jia, Kaoru Hirota

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

11 Citations (Scopus)

Abstract

In order to solve the problem that the teacher cannot monitor students e-learning status and evaluate the students e-learning effect during MOOC teaching, in this paper, we capture the student learning images by computer camera and adopt the 'Three Angles Synthesis' to judge whether the student is watching the teaching video online. First locate the center of the iris by the Average Feature Point method to calculate iris deflection angle and the distance from the iris center to the eye center; and detect the face key feature points(eye, nose, mouth, etc.) by calling face key point detector in Dlib to determine the face rotation angel; then extract the student target body by Maximum Connected Domain Moment Characteristic method to calculate the student body tilt angle; last determine whether the three angles meet the giving conditions, further judge the student is watching the teaching video online or not.

Original languageEnglish
Title of host publicationProceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages875-880
Number of pages6
ISBN (Electronic)9781538626337
DOIs
Publication statusPublished - 2 Jul 2018
EventJoint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018 - Toyama, Japan
Duration: 5 Dec 20188 Dec 2018

Publication series

NameProceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018

Conference

ConferenceJoint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018
Country/TerritoryJapan
CityToyama
Period5/12/188/12/18

Keywords

  • Body tilt angle
  • Eye gaze tracking
  • Face rotation angle
  • Iris deflection angle

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