基于局部二值模式和运动历史图像的运动描述:在人体运动识别中的应用

2008 IEEE International Workshop on Haptic Audio visual Environments and Games Pub Date : 2008-11-21 DOI:10.1109/HAVE.2008.4685319

Ping Guo, Z. Miao

{"title":"基于局部二值模式和运动历史图像的运动描述:在人体运动识别中的应用","authors":"Ping Guo, Z. Miao","doi":"10.1109/HAVE.2008.4685319","DOIUrl":null,"url":null,"abstract":"This paper presents a new human motion recognition method based on motion history image (MHI) and local binary pattern (LBP). MHI describes human motion sequence in one gray level image and LBP extracts its texture features. LBP feature image is built and chi square distance is applied to compute matching cost. Experiments are conducted with encouraging results which show a success of applying LBP in motion recognition.","PeriodicalId":113594,"journal":{"name":"2008 IEEE International Workshop on Haptic Audio visual Environments and Games","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Motion description with local binary pattern and motion history image: Application to human motion recognition\",\"authors\":\"Ping Guo, Z. Miao\",\"doi\":\"10.1109/HAVE.2008.4685319\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a new human motion recognition method based on motion history image (MHI) and local binary pattern (LBP). MHI describes human motion sequence in one gray level image and LBP extracts its texture features. LBP feature image is built and chi square distance is applied to compute matching cost. Experiments are conducted with encouraging results which show a success of applying LBP in motion recognition.\",\"PeriodicalId\":113594,\"journal\":{\"name\":\"2008 IEEE International Workshop on Haptic Audio visual Environments and Games\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-11-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 IEEE International Workshop on Haptic Audio visual Environments and Games\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/HAVE.2008.4685319\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 IEEE International Workshop on Haptic Audio visual Environments and Games","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/HAVE.2008.4685319","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 7

摘要

提出了一种基于运动历史图像和局部二值模式的人体运动识别新方法。MHI描述一幅灰度图像中的人体运动序列，LBP提取其纹理特征。建立LBP特征图像，利用卡方距离计算匹配代价。实验结果表明，LBP在运动识别中的应用是成功的。

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

微信好友朋友圈 QQ好友复制链接

本刊更多论文

Motion description with local binary pattern and motion history image: Application to human motion recognition

This paper presents a new human motion recognition method based on motion history image (MHI) and local binary pattern (LBP). MHI describes human motion sequence in one gray level image and LBP extracts its texture features. LBP feature image is built and chi square distance is applied to compute matching cost. Experiments are conducted with encouraging results which show a success of applying LBP in motion recognition.

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

2008 IEEE International Workshop on Haptic Audio visual Environments and Games

自引率

0.00%

发文量