National Tsing Hua University Institutional Repository:Skeleton-based walking motion analysis using hidden Markov model and active shape models
English  |  正體中文  |  简体中文  |  全文笔数/总笔数 : 54367/62174 (87%)
造访人次 : 14675515      在线人数 : 204
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTHU Library IR team.
搜寻范围 查询小技巧:
  • 您可在西文检索词汇前后加上"双引号",以获取较精准的检索结果
  • 若欲以作者姓名搜寻,建议至进阶搜寻限定作者字段,可获得较完整数据
  • 进阶搜寻
    National Tsing Hua University Institutional Repository > 電機資訊學院 > 電機工程學系 > 期刊論文 >  Skeleton-based walking motion analysis using hidden Markov model and active shape models


    jsp.display-item.identifier=請使用永久網址來引用或連結此文件: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/71963


    题名: Skeleton-based walking motion analysis using hidden Markov model and active shape models
    作者: I-Cheng Chang;Chung-Lin Huang
    教師: 黃仲陵
    日期: 2001
    出版者: Institute of Information Science Academia Sinica
    關聯: Journal of Information Science and Engineering, Institute of Information Science Academia Sinica, Volume 17,   Issue 3,   May 2001, Pages 371-403
    关键词: hidden Markov models
    image recognition
    image sequences
    image thinning
    motion estimation
    parameter estimation
    statistical analysis
    摘要: This paper proposes a skeleton-based human walking motion analysis system which consists of three major phases. In the first phase, it extracts the human body skeleton from the background and then obtains the body signatures. In the second phase, it analyzes the training sequences to generate statistical models. In the third phase, it uses the trained models to recognize the input human motion sequence and calculate the motion parameters. The experimental results demonstrate how our system can recognize the motion type and describe the motion characteristics of the image sequence. Finally, the synthesized motion sequences are illustrated. The major contributions of this paper are: (1) development of a skeleton-based method and use of hidden Markov models (HMM) to recognize the motion type; (2) incorporation of the active shape models (ASM) and the body structure characteristics to generate the motion parameter curves of the human motion
    相関连結: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.98.1460
    http://www.iis.sinica.edu.tw/
    URI: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/71963
    显示于类别:[電機工程學系] 期刊論文

    文件中的档案:

    档案 描述 大小格式浏览次数
    index.html0KbHTML281检视/开启


    在NTHUR中所有的資料項目都受到原著作權保護,僅提供學術研究及教育使用,敬請尊重著作權人之權益。若須利用於商業或營利,請先取得著作權人授權。
    若發現本網站收錄之內容有侵害著作權人權益之情事,請權利人通知本網站管理者(smluo@lib.nthu.edu.tw),管理者將立即採取移除該內容等補救措施。

    SFX Query

    與系統管理員聯絡

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - 回馈