Happiness Measurement Via Classroom Based on Face Tracking

M. Al-Ani
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引用次数: 2

Abstract

Teaching and learning are important factors in our life, so, increasing the happiness during class cause raising the ability of learning. This research focused on the evaluation of the learning process via classroom before and after applying the proposed method. One of the big challenge during classroom lesson, the students after a short period of time (about 10-15 minutes) at the beginning of the session, turn off their minds and remain absolutely out of understanding. Our goal is to revitalize the classroom environment so that you are always attentive to the lecture. The proposed approach aims to track and detect the emotional facial expression and transient from emotional facial expression to raise the happy expression in order to reach the classroom happiness. Image processing issue is an important part of this approach in which based on face recognition and tracking, then evaluates the students’ happiness according to the proposed mode that located in the classroom. This model is implemented from Raspberry Pi device, tracking camera and high definition screen. The implemented algorithm allows you to continue of face tracing and make rising of happiness as possible. Increasing happiness is an important factor in making students more attractive and more understanding for the classroom lecture. This approach is implemented to cover both software and hardware, so, it is acceptable to work in real time.
基于人脸跟踪的课堂幸福感测量
教学是我们生活中的重要因素,因此,在课堂上增加快乐有助于提高学习能力。本研究的重点是在应用所提出的方法之前和之后通过课堂对学习过程进行评估。课堂教学中的一大挑战是,在课程开始的一小段时间(约10-15分钟)后,学生们会失去理智,完全无法理解。我们的目标是振兴课堂环境,让您始终专注于讲座。所提出的方法旨在跟踪和检测情绪面部表情和从情绪面部表情过渡到快乐表情,以达到课堂快乐。图像处理问题是该方法的重要组成部分,该方法基于人脸识别和跟踪,然后根据所提出的课堂模式来评估学生的幸福感。该型号由树莓派设备、跟踪摄像头和高清屏幕实现。实现的算法可以让你继续人脸追踪,让幸福感尽可能地上升。增加幸福感是让学生在课堂上更有吸引力和理解力的一个重要因素。这种方法的实现涵盖了软件和硬件,因此,实时工作是可以接受的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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21
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12 weeks
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