• DocumentCode
    534782
  • Title

    The processing of blood cell micro-flow image and objects recognition

  • Author

    Wang Xiaozhang ; Wang Chaohui ; Zhang, Xiang ; Zhang, Fei ; Zhang, Liang

  • Author_Institution
    Sch. of Mech. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
  • Volume
    2
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    625
  • Lastpage
    628
  • Abstract
    A processing method of blood cell flow image in micro rectangular capillary is proposed and the recognition and computation procedures are also discussed. According to the characteristics of cell micro-flow image, the image is filtered and enhanced in frequency spectrum, and mathematical morphology operations are applied to recognize and segment the flowing objects in image. With the segmented results, the edges of cells in image are recognized and reconstructed to calculate their locomotors conditions. Then the flow parameters of every cell are computed, including position, area, perimeter, and orientation angle et al. The computed results reveals that the blood cell micro-flow image can be processed with background removing, contrast enhancing, and morphological operating, and the objects recognized match the original cell image perfectly. This processing method can also been used in other micro-flow phenomena researches.
  • Keywords
    biomedical optical imaging; capillarity; cellular transport; filtering theory; haemorheology; image denoising; image enhancement; image reconstruction; image segmentation; mathematical morphology; medical image processing; object recognition; background removal; blood cell microflow image; contrast enhancement; frequency spectrum; image enhancement; image filtering; image processing; image reconstruction; image segmentation; locomotors conditions; mathematical morphology; microrectangular capillary; object recognition; Blood; Image recognition; Image segmentation; Maximum likelihood detection; Morphology; Noise; Optical filters; blood cell; flow image; image processing; micro-flow;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6495-1
  • Type

    conf

  • DOI
    10.1109/BMEI.2010.5640034
  • Filename
    5640034