竞价自动机在手部动作特征信息量测量中的应用

Kenno Parm, S. Nõmm, J. Vain
{"title":"竞价自动机在手部动作特征信息量测量中的应用","authors":"Kenno Parm, S. Nõmm, J. Vain","doi":"10.1109/BEC.2010.5631639","DOIUrl":null,"url":null,"abstract":"This research evaluates how informative are the feature (coordinates, velocities and accelerations) captured by 3D motion tracking system for segmentation of human hand movements. Six gestures and their transitions have been studied. To measure the informativeness of the features the bidding automaton was constructed that compares the human-defined segmentation points (“techer” reference data set) to the changes of the real feature values in neighborhood of those gesture transition/switching points. Based on the comparison certain weights, describing correlation between changes of certain feature and teacher defined switching, were assigned to each feature at each switching point.","PeriodicalId":228594,"journal":{"name":"2010 12th Biennial Baltic Electronics Conference","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of bidding automata for measuring the informativeness of hand motion characteristic features\",\"authors\":\"Kenno Parm, S. Nõmm, J. Vain\",\"doi\":\"10.1109/BEC.2010.5631639\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This research evaluates how informative are the feature (coordinates, velocities and accelerations) captured by 3D motion tracking system for segmentation of human hand movements. Six gestures and their transitions have been studied. To measure the informativeness of the features the bidding automaton was constructed that compares the human-defined segmentation points (“techer” reference data set) to the changes of the real feature values in neighborhood of those gesture transition/switching points. Based on the comparison certain weights, describing correlation between changes of certain feature and teacher defined switching, were assigned to each feature at each switching point.\",\"PeriodicalId\":228594,\"journal\":{\"name\":\"2010 12th Biennial Baltic Electronics Conference\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 12th Biennial Baltic Electronics Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/BEC.2010.5631639\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 12th Biennial Baltic Electronics Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BEC.2010.5631639","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

本研究评估了3D运动跟踪系统捕获的特征(坐标、速度和加速度)对人类手部运动分割的信息量。研究了六种手势及其转换。为了测量特征的信息量,构建了竞价自动机,将人类定义的分割点(“老师”参考数据集)与这些手势转换/切换点附近真实特征值的变化进行比较。在比较的基础上,在每个切换点为每个特征分配一定的权重,描述某些特征的变化与教师定义的切换之间的相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of bidding automata for measuring the informativeness of hand motion characteristic features
This research evaluates how informative are the feature (coordinates, velocities and accelerations) captured by 3D motion tracking system for segmentation of human hand movements. Six gestures and their transitions have been studied. To measure the informativeness of the features the bidding automaton was constructed that compares the human-defined segmentation points (“techer” reference data set) to the changes of the real feature values in neighborhood of those gesture transition/switching points. Based on the comparison certain weights, describing correlation between changes of certain feature and teacher defined switching, were assigned to each feature at each switching point.
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:604180095
Book学术官方微信