基于VR技术的音视频系统设计与人脸认证辅助的多模态数据模型

Chuili Hu
{"title":"基于VR技术的音视频系统设计与人脸认证辅助的多模态数据模型","authors":"Chuili Hu","doi":"10.1109/ICEARS53579.2022.9752157","DOIUrl":null,"url":null,"abstract":"Based on VR and 3D modeling technology, this paper studies the multi-modal identity authentication system of face recognition, and solves the problem that identity recognition is affected by distance. By analyzing the dynamic characteristics, static characteristics, and walking directions of pedestrians in a gait cycle, construct a long-distance identity authentication scheme based on gait; construct a short-distance identity authentication scheme based on multi-posture face detection and sparse representation of facial components Face recognition method. Combining gait and face recognition to realize distance-independent identity authentication, realizes the design of audio and video s system; simulation results show that the effect of this system and data model has increased by 7.2%","PeriodicalId":252961,"journal":{"name":"2022 International Conference on Electronics and Renewable Systems (ICEARS)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"VR Technology-Based Audio and Video System Design and Face Authentication Assisted Multi-Modal Data Model\",\"authors\":\"Chuili Hu\",\"doi\":\"10.1109/ICEARS53579.2022.9752157\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Based on VR and 3D modeling technology, this paper studies the multi-modal identity authentication system of face recognition, and solves the problem that identity recognition is affected by distance. By analyzing the dynamic characteristics, static characteristics, and walking directions of pedestrians in a gait cycle, construct a long-distance identity authentication scheme based on gait; construct a short-distance identity authentication scheme based on multi-posture face detection and sparse representation of facial components Face recognition method. Combining gait and face recognition to realize distance-independent identity authentication, realizes the design of audio and video s system; simulation results show that the effect of this system and data model has increased by 7.2%\",\"PeriodicalId\":252961,\"journal\":{\"name\":\"2022 International Conference on Electronics and Renewable Systems (ICEARS)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Electronics and Renewable Systems (ICEARS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEARS53579.2022.9752157\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Electronics and Renewable Systems (ICEARS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEARS53579.2022.9752157","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

基于VR和3D建模技术,研究了人脸识别的多模态身份认证系统,解决了身份识别受距离影响的问题。通过分析行人在一个步态周期内的动态特性、静态特性和行走方向,构建基于步态的长距离身份认证方案;构建了一种基于多姿态人脸检测和人脸成分稀疏表示的短距离身份认证方案。结合步态识别和人脸识别实现与距离无关的身份认证,实现音视频系统的设计;仿真结果表明,该系统和数据模型的效果提高了7.2%
本文章由计算机程序翻译,如有差异,请以英文原文为准。
VR Technology-Based Audio and Video System Design and Face Authentication Assisted Multi-Modal Data Model
Based on VR and 3D modeling technology, this paper studies the multi-modal identity authentication system of face recognition, and solves the problem that identity recognition is affected by distance. By analyzing the dynamic characteristics, static characteristics, and walking directions of pedestrians in a gait cycle, construct a long-distance identity authentication scheme based on gait; construct a short-distance identity authentication scheme based on multi-posture face detection and sparse representation of facial components Face recognition method. Combining gait and face recognition to realize distance-independent identity authentication, realizes the design of audio and video s system; simulation results show that the effect of this system and data model has increased by 7.2%
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
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信