TY - JOUR
T1 - Anisotropic processing of laser speckle images improves spatiotemporal resolution
AU - Rege, Abhishek
AU - Senarathna, Janaka
AU - Li, Nan
AU - Thakor, Nitish V.
N1 - Funding Information:
Manuscript received September 19, 2011; revised December 1, 2011; accepted December 11, 2011. Date of publication January 10, 2012; date of current version April 20, 2012. This work was supported in part by the National Center for Research Resources under Grant UL1RR025005. A. Rege and J. Senarathna contributed equally to this work. Asterisk indicates the corresponding author.
PY - 2012/5
Y1 - 2012/5
N2 - 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 40or 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.
AB - 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 40or 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.
KW - Blood flow
KW - brain vasculature
KW - laser speckle contrast imaging
KW - microvessel imaging
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U2 - 10.1109/TBME.2012.2183675
DO - 10.1109/TBME.2012.2183675
M3 - Article
C2 - 22249596
AN - SCOPUS:84860352709
SN - 0018-9294
VL - 59
SP - 1272
EP - 1280
JO - IRE transactions on medical electronics
JF - IRE transactions on medical electronics
IS - 5
M1 - 612790
ER -