• DocumentCode
    3752190
  • Title

    Human action recognition based on non-negative matrix factorization

  • Author

    Chih-Yang Lin;Bo-You Chen;Wen-Chuan Wu;Wei-Yang Lin;Chia-Ling Tsai

  • Author_Institution
    Dept. of Computer Science & Information Engineering, Asia University, Taichung, Taiwan
  • fYear
    2015
  • Firstpage
    1091
  • Lastpage
    1093
  • Abstract
    In this paper, we propose a method to recognize human behavior by combining motion history images (MHI) and non-negative matrix factorization (NMF). The MHI preserves the temporal information of a behavior by holding the temporal motion appearance. Then, NMF is applied to extract the middle-level features of the moving object. The experimental results show that the proposed scheme can achieve robust recognition results using a public dataset.
  • Keywords
    "History","Feature extraction","Image recognition","Electronic mail","Training","Computer science","Computer vision"
  • Publisher
    ieee
  • Conference_Titel
    Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2015 Asia-Pacific
  • Type

    conf

  • DOI
    10.1109/APSIPA.2015.7415440
  • Filename
    7415440
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3752190