Telemoji: A video chat with automated recognition of facial expressions

Alex Kreinis, Tom Damri, Tomer Leon, Marina Litvak, Irina Rabaev
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Abstract

Autism spectrum disorder (ASD) is frequently ac-companied by impairment in emotional expression recognition, and therefore individuals with ASD may find it hard to interpret emotions and interact. Inspired by this fact, we developed a web-based video chat to assist people with ASD, both for real-time recognition of facial emotions and for practicing. This real-time application detects the speaker's face in a video stream and classifies the expressed emotion into one of the seven categories: neutral, surprise, happy, angry, disgust, fear, and sad. The classification is then displayed as the text label below the speaker's face. We developed this application as a part of the undergraduate project for the B.Sc. degree in Software Engineering. Its development and testing were made with the cooperation of the local society for children and adults with autism. The application has been released for unrestricted use on https://telemojii.herokuapp.com/. The demo is available at http://www.filedropper.com/telemojishortdemoblur.
Telemoji:自动识别面部表情的视频聊天
自闭症谱系障碍(ASD)经常伴有情绪表达识别障碍,因此患有ASD的个体可能很难解释情绪和互动。受到这个事实的启发,我们开发了一个基于网络的视频聊天来帮助自闭症患者,既可以实时识别面部情绪,也可以练习。这个实时应用程序在视频流中检测说话者的脸,并将表达的情绪分为七类:中性、惊讶、快乐、愤怒、厌恶、恐惧和悲伤。然后分类显示为说话者脸部下方的文本标签。我们开发了这个应用程序,作为软件工程学士学位的本科项目的一部分。它的开发和测试是在当地自闭症儿童和成人协会的合作下进行的。该应用程序已在https://telemojii.herokuapp.com/上无限制地发布。该演示可在http://www.filedropper.com/telemojishortdemoblur上获得。
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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