상세정보
학술대회
Measuring the Engagement Level of Children for Multiple Intelligence Test using Kinect
- 발행일
- 201411
- 출처
- International Conference on Machine Vision (ICMV) 2014 (SPIE 9445), pp.1-5
- 협약과제
- 14MC5400, 잠재 역량 진단을 위한 감정특이점 기반 맞춤형 인지센싱 및 플랫폼 기술개발, 윤호섭
- 초록
- In this paper, we present an affect recognition system for measuring the engagement level of children using the Kinect while performing a multiple intelligence test on a computer. First of all, we recorded 12 children while solving the test and manually created a ground truth data for the engagement levels of each child. For a feature extraction, Kinect for Windows SDK provides support for a user segmentation and skeleton tracking so that we can get 3D joint positions of an upper-body skeleton of a child. After analyzing movement of children, the engagement level of children창?궗?꽓s responses is classified into two classes: High or Low. We present the classification results using the proposed features and identify the significant features in measuring the engagement.
- KSP 제안 키워드
- 3D joint, Affect recognition, Feature extractioN, Ground truth data, Kinect for Windows, Multiple Intelligence, Recognition System, User segmentation, skeleton tracking