基于传感器的行为识别方法研究

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1、分类号TP39学号14060062UDC004密级公开工学硕士学位论文基于传感器的行为识别方法研究硕士生姓名袁梨幻学科专业计算机科学与技术研究方向人工智能指导教师殷建平教授国防科学技术大学研究生院二〇一六年十二月StudyofActivityRecognitionMethodsbasedonSensorsCandidate:LihuanYuanAdvisor:ProfessorJianpingYinAdissertationSubmittedinpartialfulfillmentoftherequirement

2、sforthedegreeofMasterofEngineeringinComputerScienceandTechnologyGraduateSchoolofNationalUniversityofDefenseTechnologyChangsha,Hunan,P.R.ChinaDecember10,2016国防科学技术大学研究生院硕士学位论文目录摘要.................................................................................

3、.......................................iABSTRACT...............................................................................................................iii第一章绪论............................................................................................

4、................11.1研究背景及意义.......................................................................................11.2国内外研究现状.......................................................................................31.3研究工作概述.....................................

5、......................................................51.4论文内容安排...........................................................................................6第二章基于多示例学习的行为识别方法............................................................82.1引言....................

6、.......................................................................................82.2总体框架...................................................................................................82.2.1数据收集和预处理...................................................

7、.....................92.2.2特征提取........................................................................................92.3基于多示例极限学习机的快速行为识别...............................................102.4实验与分析..............................................................

8、.................................112.4.1实验方案........................................................................................112.4.2与现有单示例方法的对比结果...................................