Journal of Biophotonics · 2017 · 24 citations · 14 references
EngineeringBioengineeringBiomedical EngineeringBiomedical ImagingDiagnostic ImagingDigital ImagingContrast-enhanced UltrasoundPerfusion ImagingBlood Flow MeasurementContrastData ProcessingExposure Time OptimizationImage Acquisition QualityLaser Speckle ImagingLocal Contrast EnhancementSpeckle Contrast
A multiple exposure laser speckle contrast imaging (MELSCI) setup for visualizing blood perfusion was developed using a field programmable gate array (FPGA), connected to a 1000 frames per second (fps) 1-megapixel camera sensor. Multiple exposure time images at 1, 2, 4, 8, 16, 32 and 64 milliseconds were calculated by cumulative summation of 64 consecutive snapshot images. The local contrast was calculated for all exposure times using regions of 4 × 4 pixels. Averaging of multiple contrast images from the 64-millisecond acquisition was done to improve the signal-to-noise ratio. The results show that with an effective implementation of the algorithm on an FPGA, contrast images at all exposure times can be calculated in only 28 milliseconds. The algorithm was applied to data recorded during a 5 minutes finger occlusion. Expected contrast changes were found during occlusion and the following hyperemia in the occluded finger, while unprovoked fingers showed constant contrast during the experiment. The developed setup is capable of massive data processing on an FPGA that enables processing of MELSCI data in 15.6 fps (1000/64 milliseconds). It also leads to improved frame rates, enhanced image quality and enables the calculation of improved microcirculatory perfusion estimates compared to single exposure time systems.
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Robust flow measurement with multi-exposure speckle imaging
Ashwin B. Parthasarathy, W. James Tom, Ashwini Gopal et al. · Optics Express · 2008 · 365 citations · Full text
Claudia P. Valdés, Hari M. Varma, Anna K. Kristoffersen et al. · Biomedical Optics Express · 2014 · 175 citations · Full text
Laser speckle contrast imaging for measuring blood flow
J. D. Briers · 2007 · 163 citations