• DocumentCode
    1403487
  • Title

    High Resolution Cerebral Blood Flow Imaging by Registered Laser Speckle Contrast Analysis

  • Author

    Miao, Peng ; Rege, Abhishek ; Li, Nan ; Thakor, Nitish V. ; Tong, Shanbao

  • Author_Institution
    Dept. of Biomed. Eng., Shanghai Jiao Tong Univ., Shanghai, China
  • Volume
    57
  • Issue
    5
  • fYear
    2010
  • fDate
    5/1/2010 12:00:00 AM
  • Firstpage
    1152
  • Lastpage
    1157
  • Abstract
    Laser speckle imaging (LSI) has been widely used for in vivo detecting cerebral blood flow (CBF) under various physiological and pathological conditions. So far, nearly all literature on in vivo LSI does not consider the influence of disturbances due to respiration and/or heart beating of animals. In this paper, we analyze how such physiologic motions affect the spatial resolution of the conventional laser speckle contrast analysis (LASCA). We propose a registered laser speckle contrast analysis (rLASCA) method which first registers raw speckle images with a 3 ?? 3 convolution kernel, normalized correlation metric and cubic B-spline interpolator, and then constructs the contrast image for CBF. rLASCA not only significantly improves the distinguishability of small vessels, but also efficiently suppresses the noises induced by respiration and/or heart beating. In an application of imaging the angiogenesis of rat´s brain tumor, rLASCA outperformed the conventional LASCA in providing a much higher resolution for new small vessels. As a processing method for LSI, rLASCA can be directly applied to other LSI experiments where the disturbances from different sources (like respiration, heart beating) exist.
  • Keywords
    biomedical optical imaging; blood flow measurement; brain; image registration; medical image processing; speckle; tumours; brain tumor; convolution kernel; cubic B-spline interpolator; heart beat; high resolution cerebral blood flow imaging; image noise; image registration; laser speckle imaging; physiologic motion; rLASCA method; registered laser speckle contrast analysis; respiration; Cubic B-spline interpolation; laser speckle imaging (LSI); normalized correlation registration; registered laser speckle contrast analysis (rLASCA); Animals; Brain Neoplasms; Cerebrovascular Circulation; Female; Image Enhancement; Lasers; Neovascularization, Pathologic; Rats; Rats, Inbred F344; Rats, Sprague-Dawley; Reproducibility of Results; Sensitivity and Specificity;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2009.2037434
  • Filename
    5406081