• DocumentCode
    2355248
  • Title

    Hierarchical Annotation Management Method for Activity Information Collecting System

  • Author

    Hattori, Yoshiyuki ; Tanaka, Shoji ; Inoue, Shingo

  • Author_Institution
    Kyushu Inst. of Technol., Fukuoka, Japan
  • fYear
    2012
  • fDate
    12-14 Nov. 2012
  • Firstpage
    662
  • Lastpage
    667
  • Abstract
    Recently, researches for activity recognition with sensor data have been increased by the spread of smart phones with 3-axis accelerometers and gyroscopes. However, collecting various sensor data from many people is difficult. To solve this problem, we developed activity collecting platform using various client software. Moreover, annotating continuous activity data is also an important task. However, this task requires a lot of work by hands. Moreover, an activity has a complex structure, and annotation by human often contains ambiguity. For this reason, a system needs to support work so that a worker may add annotation efficiently and accuracy. Therefore, we propose the annotation software which has the function of hierarchical segmentation and hierarchical annotation.
  • Keywords
    accelerometers; gyroscopes; mobile computing; smart phones; 3-axis accelerometers; activity information collecting system; activity recognition; client software; gyroscopes; hierarchical annotation management method; hierarchical segmentation; sensor data; smart phones; Accelerometers; Accuracy; Application software; Humans; Mobile handsets; Servers; activity information; smartphone;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Broadband, Wireless Computing, Communication and Applications (BWCCA), 2012 Seventh International Conference on
  • Conference_Location
    Victoria, BC
  • Print_ISBN
    978-1-4673-2972-9
  • Type

    conf

  • DOI
    10.1109/BWCCA.2012.115
  • Filename
    6363133