了解他们:用于面部情绪识别的卷积神经网络

S. Swathi, M. B. Deepika Lakshmi, B. S. Minu Dhakshina, S. Aanandhini
{"title":"了解他们:用于面部情绪识别的卷积神经网络","authors":"S. Swathi, M. B. Deepika Lakshmi, B. S. Minu Dhakshina, S. Aanandhini","doi":"10.1109/ICNWC57852.2023.10127451","DOIUrl":null,"url":null,"abstract":"Humans are capable of thousands of facial actions during communication that varies in complexity, intensity, and meaning. Emotions play a major role in Human life. Visually challenged is one of the marginalized people who face day-to-day problems without seeing the world. They find it difficult to predict the emotional state of a person surrounding them, this project helps them to understand the emotions of others through the facial expressions and thus interact well with people socially especially in public places. The rapid advancement in technology has now helped visually challenged people to explore the world through mobile phones. Few features that help them use these devices are virtual assistants, text-to-voice converters, image recognizers etc. Know Them is an application that uses image processing methods and Convolutional Neural Network (CNN) algorithms to identify the emotions of the people that the visually challenged wanted to know.","PeriodicalId":197525,"journal":{"name":"2023 International Conference on Networking and Communications (ICNWC)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Know Them: Convolutional Neural Networks For Facial Emotion Recognition\",\"authors\":\"S. Swathi, M. B. Deepika Lakshmi, B. S. Minu Dhakshina, S. Aanandhini\",\"doi\":\"10.1109/ICNWC57852.2023.10127451\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Humans are capable of thousands of facial actions during communication that varies in complexity, intensity, and meaning. Emotions play a major role in Human life. Visually challenged is one of the marginalized people who face day-to-day problems without seeing the world. They find it difficult to predict the emotional state of a person surrounding them, this project helps them to understand the emotions of others through the facial expressions and thus interact well with people socially especially in public places. The rapid advancement in technology has now helped visually challenged people to explore the world through mobile phones. Few features that help them use these devices are virtual assistants, text-to-voice converters, image recognizers etc. Know Them is an application that uses image processing methods and Convolutional Neural Network (CNN) algorithms to identify the emotions of the people that the visually challenged wanted to know.\",\"PeriodicalId\":197525,\"journal\":{\"name\":\"2023 International Conference on Networking and Communications (ICNWC)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-04-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 International Conference on Networking and Communications (ICNWC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICNWC57852.2023.10127451\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Conference on Networking and Communications (ICNWC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNWC57852.2023.10127451","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

在交流过程中,人类能够做出数千种面部动作,这些动作的复杂性、强度和意义各不相同。情感在人类生活中扮演着重要的角色。视觉障碍是一种被边缘化的人,他们每天都要面对各种问题,却看不到世界。他们发现很难预测周围人的情绪状态,这个项目帮助他们通过面部表情来理解他人的情绪,从而在社交上与人互动,尤其是在公共场所。科技的快速发展现在已经帮助视力有障碍的人通过手机探索世界。帮助他们使用这些设备的一些功能是虚拟助手、文本到语音转换器、图像识别器等。Know Them是一款应用程序,它使用图像处理方法和卷积神经网络(CNN)算法来识别视觉障碍人士想要了解的人的情绪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Know Them: Convolutional Neural Networks For Facial Emotion Recognition
Humans are capable of thousands of facial actions during communication that varies in complexity, intensity, and meaning. Emotions play a major role in Human life. Visually challenged is one of the marginalized people who face day-to-day problems without seeing the world. They find it difficult to predict the emotional state of a person surrounding them, this project helps them to understand the emotions of others through the facial expressions and thus interact well with people socially especially in public places. The rapid advancement in technology has now helped visually challenged people to explore the world through mobile phones. Few features that help them use these devices are virtual assistants, text-to-voice converters, image recognizers etc. Know Them is an application that uses image processing methods and Convolutional Neural Network (CNN) algorithms to identify the emotions of the people that the visually challenged wanted to know.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
An Approach For Short Term Electricity Load Forecasting Real-time regional road sign detection and identification using Raspberry Pi ICNWC 2023 Cover Page A novel hybrid automatic intrusion detection system using machine learning technique for anomalous detection based on traffic prediction Towards Enhanced Deep CNN For Early And Precise Skin Cancer Diagnosis
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1