基于迁移卷积神经网络的视频表情识别研究

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI:10.1109/ICDSBA53075.2021.00040

Darui Tian, Lufei Chen, Dongchen Li

{"title":"基于迁移卷积神经网络的视频表情识别研究","authors":"Darui Tian, Lufei Chen, Dongchen Li","doi":"10.1109/ICDSBA53075.2021.00040","DOIUrl":null,"url":null,"abstract":"Face expression recognition is an important part of artificial intelligence research and development, and it is also one of the important technologies to ensure the human-computer friendly interaction to truly achieve the intelligent goal. After understanding the dynamic time warping and its improved algorithm, this paper analyzes how to design video facial expression recognition system based on 3D-CNN according to the construction and application of convolutional neural network.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on Video Expression Recognition Based on Migrated Convolutional Neural Network\",\"authors\":\"Darui Tian, Lufei Chen, Dongchen Li\",\"doi\":\"10.1109/ICDSBA53075.2021.00040\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Face expression recognition is an important part of artificial intelligence research and development, and it is also one of the important technologies to ensure the human-computer friendly interaction to truly achieve the intelligent goal. After understanding the dynamic time warping and its improved algorithm, this paper analyzes how to design video facial expression recognition system based on 3D-CNN according to the construction and application of convolutional neural network.\",\"PeriodicalId\":154348,\"journal\":{\"name\":\"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDSBA53075.2021.00040\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSBA53075.2021.00040","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

人脸表情识别是人工智能研发的重要组成部分，也是保证人机友好交互真正实现智能化目标的重要技术之一。在了解动态时间翘曲及其改进算法的基础上，根据卷积神经网络的构造和应用，分析了如何设计基于3D-CNN的视频面部表情识别系统。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Research on Video Expression Recognition Based on Migrated Convolutional Neural Network

Face expression recognition is an important part of artificial intelligence research and development, and it is also one of the important technologies to ensure the human-computer friendly interaction to truly achieve the intelligent goal. After understanding the dynamic time warping and its improved algorithm, this paper analyzes how to design video facial expression recognition system based on 3D-CNN according to the construction and application of convolutional neural network.

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

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)

自引率

0.00%

发文量