DocumentCode :
1419046
Title :
Anisotropic Processing of Laser Speckle Images Improves Spatiotemporal Resolution
Author :
Rege, Abhishek ; Senarathna, Janaka ; Li, Nan ; Thakor, Nitish V.
Author_Institution :
Dept. of Biomed. Eng., Johns Hopkins Univ., Baltimore, MD, USA
Volume :
59
Issue :
5
fYear :
2012
fDate :
5/1/2012 12:00:00 AM
Firstpage :
1272
Lastpage :
1280
Abstract :
Laser speckle contrast imaging (LSCI) is a full field optical imaging technique, capable of imaging blood flow without the introduction of any exogenous dyes. Spatial and temporal resolution in LSCI images depend on how pixels are chosen from the raw image stack for contrast processing. However, all processing schemes are based on isotropic treatment of the spatial neighborhood about each pixel, restricting further improvement in spatiotemporal resolution and image quality. We present a novel spatiotemporal processing scheme for LSCI where the spatial neighborhood is anisotropic, that is, restricted along a specific direction that matches direction of blood flow. The technique allows for a significant increase in temporal resolution, from conventionally used 40 or 80 frames to just three frames; while simultaneously achieving 23% and 47% higher signal-to-noise ratios over concurrent spatiotemporal schemes, when imaging rapid and slow functional changes in blood flow, respectively. We present the concept, justification, and performance evaluation of the novel scheme and demonstrate its suitability for imaging rapid changes in blood flow. Anisotropic LSCI was able to monitor the heart rate associated fluctuations in intravascular blood flow and showed them to be as high as 28% of the mean.
Keywords :
biomedical optical imaging; blood; brain; cardiology; dyes; fluctuations; haemodynamics; haemorheology; image resolution; medical image processing; spatiotemporal phenomena; speckle; anisotropic processing; exogenous dyes; full field optical imaging technique; heart rate associated fluctuations; image quality; intravascular blood flow imaging; isotropic treatment; laser speckle contrast imaging; laser speckle images; performance evaluation; raw image stack; signal-to-noise ratios; spatiotemporal resolution; Blood flow; Imaging; Noise; Spatial resolution; Spatiotemporal phenomena; Speckle; Blood flow; brain vasculature; laser speckle contrast imaging; microvessel imaging; Animals; Anisotropy; Blood Flow Velocity; Brain; Cerebrovascular Circulation; Deep Brain Stimulation; Diagnostic Imaging; Female; Image Processing, Computer-Assisted; Lasers, Gas; Microvessels; Rats; Rats, Inbred F344; Signal-To-Noise Ratio;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2012.2183675
Filename :
6127907
Link To Document :
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