基于多核DTW的手势分类

Ayman Atia, Nada Shorim
{"title":"基于多核DTW的手势分类","authors":"Ayman Atia, Nada Shorim","doi":"10.22042/ISECURE.2019.11.0.12","DOIUrl":null,"url":null,"abstract":"Classifications of several gesture types are very helpful in several applications. This paper tries to address fast classifications of hand gestures using DTW over multi-core simple processors. We presented a methodology to distribute templates over multi-cores and then allow parallel execution of the classification. The results were presented to voting algorithm in which the majority vote was used for the classification purpose. The speed of processing has increased dramatically due to using multi-core processors and DTW.","PeriodicalId":436674,"journal":{"name":"ISC Int. J. Inf. Secur.","volume":"117 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Hand Gestures Classification with Multi-Core DTW\",\"authors\":\"Ayman Atia, Nada Shorim\",\"doi\":\"10.22042/ISECURE.2019.11.0.12\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Classifications of several gesture types are very helpful in several applications. This paper tries to address fast classifications of hand gestures using DTW over multi-core simple processors. We presented a methodology to distribute templates over multi-cores and then allow parallel execution of the classification. The results were presented to voting algorithm in which the majority vote was used for the classification purpose. The speed of processing has increased dramatically due to using multi-core processors and DTW.\",\"PeriodicalId\":436674,\"journal\":{\"name\":\"ISC Int. J. Inf. Secur.\",\"volume\":\"117 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ISC Int. J. Inf. Secur.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.22042/ISECURE.2019.11.0.12\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ISC Int. J. Inf. Secur.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22042/ISECURE.2019.11.0.12","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

几种手势类型的分类在一些应用程序中非常有用。本文尝试在多核简单处理器上使用DTW解决手势的快速分类问题。我们提出了一种方法,将模板分布在多核上,然后允许并行执行分类。结果提交给投票算法,其中多数投票用于分类目的。由于使用了多核处理器和DTW,处理速度得到了显著提高。
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
Hand Gestures Classification with Multi-Core DTW
Classifications of several gesture types are very helpful in several applications. This paper tries to address fast classifications of hand gestures using DTW over multi-core simple processors. We presented a methodology to distribute templates over multi-cores and then allow parallel execution of the classification. The results were presented to voting algorithm in which the majority vote was used for the classification purpose. The speed of processing has increased dramatically due to using multi-core processors and DTW.
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
One-Shot Achievable Secrecy Rate Regions for Quantum Interference Wiretap Channel Quantum Multiple Access Wiretap Channel: On the One-Shot Achievable Secrecy Rate Regions Towards a Formal Approach for Detection of Vulnerabilities in the Android Permissions System Towards event aggregation for reducing the volume of logged events during IKC stages of APT attacks A Time Randomization-Based Countermeasure Against the Template Side-Channel Attack
×
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