• DocumentCode
    618292
  • Title

    Automatic red blood cell counting using hough transform

  • Author

    Venkatalakshmi, B. ; Thilagavathi, K.

  • Author_Institution
    Dept. of TIFAC-CORE in Pervasive Comput. Technol., Velammal Eng. Coll., Chennai, India
  • fYear
    2013
  • fDate
    11-12 April 2013
  • Firstpage
    267
  • Lastpage
    271
  • Abstract
    The major issue in clinical laboratory is to produce a precise result for every test especially in the area of Red Blood Cell (RBC) count. The number of red blood cell is very important to detect as well as to follow the treatment of many diseases like anaemia, leukaemia etc. Red blood cell count gives the vital information that help diagnosis many of the patient´s sickness. The old conventional method of RBC counting under microscope gives an unreliable and inaccurate result depends on clinical laboratory technician skill. This method puts a lot of strain on the technician. Another method for RBC counting uses the automatic hematology analyzer, this machine is very costlier. So it is not possible all the hospital´s clinical laboratory implement such an expensive machine to count the blood cell in their laboratory. This paper introduces an efficient and cost effective computer vision system for automatic red blood cell counting using image based analysis.
  • Keywords
    Hough transforms; blood; cellular biophysics; computer vision; diseases; health care; medical image processing; patient diagnosis; patient treatment; Hough transforms; RBC counting; anaemia; automatic hematology analyzer; automatic red blood cell counting; computer vision system; disease treatment; image based analysis; leukaemia; machine; patient diagnosis; Diseases; Image segmentation; Morphological operations; Red blood cells; Telemedicine; Transforms; Health care applications; Hough Transform; MATLAB; Morphological operations; Red Blood Cell count;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information & Communication Technologies (ICT), 2013 IEEE Conference on
  • Conference_Location
    JeJu Island
  • Print_ISBN
    978-1-4673-5759-3
  • Type

    conf

  • DOI
    10.1109/CICT.2013.6558103
  • Filename
    6558103