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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
长春光学精密机械与物... [1]
自动化研究所 [1]
沈阳自动化研究所 [1]
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OAI收割 [3]
内容类型
会议论文 [2]
期刊论文 [1]
发表日期
2012 [2]
2009 [1]
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A Posture Recognition-Based Fall Detection System for Monitoring an Elderly Person in a Smart Home Environment
期刊论文
OAI收割
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2012, 卷号: 16, 期号: 6, 页码: 1274-1286
作者:
Yu, Miao
;
Rhuma, Adel
;
Naqvi, Syed Mohsen
;
Wang, Liang
;
Chambers, Jonathon
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  |  
浏览/下载:46/0
  |  
提交时间:2015/08/12
Assistive living
directed acyclic graph support vector machine (DAGSVM) system integration
fall detection
health care
multiclass classification
传感器信号特征提取和故障诊断研究
会议论文
OAI收割
2012 31th Chinese Control Conference, Hefei, China, July 25-27, 2012
作者:
单玉刚
;
胡卫国
;
王宏
;
袁杰
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  |  
浏览/下载:56/0
  |  
提交时间:2012/12/28
核fisher
DAGSVM
传感器故障
模极大值
A method of aircraft image target recognition based on modified PCA features and SVM (EI CONFERENCE)
会议论文
OAI收割
9th International Conference on Electronic Measurement and Instruments, ICEMI 2009, August 16, 2009 - August 19, 2009, Beijing, China
Donghe W.
;
Xin H.
;
Wei Z.
;
Huilong Y.
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浏览/下载:29/0
  |  
提交时间:2013/03/25
Automatic target recognition(ATR) is an important task in image application. This paper concentrates on two key subroutines of ATR system: Dimensionality reduction and Classifier. After pretreatment on original features a self-organizing neural network trained with the Hebbian rule is used to extract the principal component features. Then a classifier based on Directed Acyclic Graph Support Vector Machines(DAGSVM) is adopted to recognize more than two types of aircraft targets. The experiment results show the proposed method achieves better subset features and higher recognition rate. 2009 IEEE.