• DocumentCode
    2959290
  • Title

    Specialized Video and Physiological Data Coding System for Remote Monitoring

  • Author

    Liu, Qiang ; Chen, Datong ; Sun, Mingui ; Sclabassi, Robert J.

  • Author_Institution
    Dept. of Neurological Surg., Pittsburgh Univ., PA
  • fYear
    2006
  • fDate
    9-12 July 2006
  • Firstpage
    2001
  • Lastpage
    2004
  • Abstract
    Patient monitoring via video and physiological data recording can now be performed outside hospitals. This procedure, usually performed in a prolonged manner, generates a considerable amount of data, which calls for efficient ways for archiving and transmission. In this work, we present a specialized system to code the video and the physiological data recorded from a patient, aiming at a reduced bandwidth requirement compared to the conventional methods. We´ve developed an object-based approach to coding the monitoring video. By applying two change detection methods, we decompose a video frame into three video object planes (VOPs) representing the background, the stationary foreground and the moving foreground. These VOPs are coded at different frame rates, leading to a reduced overall bit rate. For coding the physiological data (using electroencephalogram, i.e. EEG, as an example), we present an effective solution by using a combination of the lifting scheme and the SPIHT algorithm. This approach is featured with a wavelet-quantization algorithm that enables a scalable transmission. The feasibility of this proposed system is demonstrated by our experimental results
  • Keywords
    data recording; hospitals; image representation; medical image processing; patient monitoring; physiology; quantisation (signal); video coding; wavelet transforms; SPIHT algorithm; VOP; frame decomposition; hospital; lifting scheme; object-based approach; patient monitoring; physiological data recording; remote monitoring; scalable transmission; video coding; video object plane representation; wavelet-quantization algorithm; Bandwidth; Biomedical monitoring; Bit rate; Data engineering; Displays; Electroencephalography; Hospitals; Patient monitoring; Remote monitoring; Video recording;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2006 IEEE International Conference on
  • Conference_Location
    Toronto, Ont.
  • Print_ISBN
    1-4244-0366-7
  • Electronic_ISBN
    1-4244-0367-7
  • Type

    conf

  • DOI
    10.1109/ICME.2006.262605
  • Filename
    4037021