• DocumentCode
    3378758
  • Title

    Children tantrum behaviour analysis based on Kinect sensor

  • Author

    Yu, Xiaoyi ; Wu, Lingyi ; Liu, Qingfeng ; Zhou, Han

  • fYear
    2011
  • fDate
    1-2 Dec. 2011
  • Firstpage
    49
  • Lastpage
    52
  • Abstract
    Tantrums exerts bad impact on children growth. It is very important to provide doctors with valid and reliable data in time to discover the abnormal behaviors of children. Children behavior analysis in video has been proposed to help; however, there are still three challenges of current implementations: caregivers´ attitudes, video collecting and analysis, approaches to prove their effectiveness. In this paper we propose a prototype system, in which we exploit medical knowledge, questionnaire based attitudes investigation and Kinect based behavior analysis algorithm to address those problems. To assess the effectiveness of our system, we also design a questionnaire to interview the doctor and analyze the feedback result.
  • Keywords
    behavioural sciences computing; image classification; learning (artificial intelligence); medical computing; medical image processing; object detection; paediatrics; video signal processing; children abnormal behavior; children behavior analysis; children tantrum behaviour analysis; kinect sensor; medical knowledge; video analysis; Algorithm design and analysis; Educational institutions; Grammar; Hidden Markov models; Pediatrics; Prototypes; Kinect; behavior analysis; children tantrum; questionnarie; stochastic grammar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Visual Surveillance (IVS), 2011 Third Chinese Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4577-1834-2
  • Type

    conf

  • DOI
    10.1109/IVSurv.2011.6157022
  • Filename
    6157022