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
Link To Document