• DocumentCode
    2266543
  • Title

    Detection and classification device for malaria parasites in thick-blood films

  • Author

    Kaewkamnerd, Saowaluck ; Intarapanich, Apichart ; Pannarat, Montri ; Chaotheing, Sastra ; Uthaipibull, Chairat ; Tongsima, Sissades

  • Author_Institution
    Nat. Electron. & Comput. Technol. (NECTEC), Nat. Sci. & Technol. Dev. Agency, (NSTDA), Pathumthani, Thailand
  • Volume
    1
  • fYear
    2011
  • fDate
    15-17 Sept. 2011
  • Firstpage
    435
  • Lastpage
    438
  • Abstract
    In Thailand, malaria diagnosis still relies primarily on microscopic examination of Giemsa-stained thick and thin blood films. However, the method requires vigorously trained technicians to correctly identify the disease, and is known to be error-prone due to human fatigue. The limited number of such technicians further reduces the effectiveness of the attempt to control malaria. Thus, this project aims to develop an automated system to identify and analyze parasite species on thick blood films by image analysis techniques. The system comprises two main components: (1) Image acquisition unit and (2) Image analysis module. In our work, we have developed an image acquisition system that can be easily mounted on most conventional light microscopes. It automatically controls the movement of microscope stage in 3-directional planes. The vertical adjustment (focusing) can be made in a nanometer range (7-9 nm). Images are acquired with a digital camera that is installed at the top of microscope. The captured images are analyzed by our image analysis software which utilizes the state-of-the-art algorithms to detect and identify malaria parasites.
  • Keywords
    blood; image segmentation; medical image processing; focusing; image acquisition system; image analysis techniques; malaria diagnosis; malaria parasites; thick-blood films; vertical adjustment; Blood; Diseases; Feature extraction; Films; Histograms; Image analysis; Microscopy; classification; image processing; malaria; thick-blood films;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011 IEEE 6th International Conference on
  • Conference_Location
    Prague
  • Print_ISBN
    978-1-4577-1426-9
  • Type

    conf

  • DOI
    10.1109/IDAACS.2011.6072791
  • Filename
    6072791