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Retooling Laser Speckle Contrast Analysis Algorithm to Enhance Non-Invasive High Resolution Laser Speckle Functional Imaging of Cutaneous Microcirculation
- Source :
- Scientific Reports
- Publication Year :
- 2017
- Publisher :
- Springer Science and Business Media LLC, 2017.
-
Abstract
- Cutaneous microvasculopathy complicates wound healing. Functional assessment of gated individual dermal microvessels is therefore of outstanding interest. Functional performance of laser speckle contrast imaging (LSCI) systems is compromised by motion artefacts. To address such weakness, post-processing of stacked images is reported. We report the first post-processing of binary raw data from a high-resolution LSCI camera. Sharp images of low-flowing microvessels were enabled by introducing inverse variance in conjunction with speckle contrast in Matlab-based program code. Extended moving window averaging enhanced signal-to-noise ratio. Functional quantitative study of blood flow kinetics was performed on single gated microvessels using a free hand tool. Based on detection of flow in low-flow microvessels, a new sharp contrast image was derived. Thus, this work presents the first distinct image with quantitative microperfusion data from gated human foot microvasculature. This versatile platform is applicable to study a wide range of tissue systems including fine vascular network in murine brain without craniotomy as well as that in the murine dorsal skin. Importantly, the algorithm reported herein is hardware agnostic and is capable of post-processing binary raw data from any camera source to improve the sensitivity of functional flow data above and beyond standard limits of the optical system.
- Subjects :
- Male
Computer science
media_common.quotation_subject
Image processing
Signal-To-Noise Ratio
030204 cardiovascular system & hematology
01 natural sciences
Article
law.invention
010309 optics
03 medical and health sciences
Speckle pattern
0302 clinical medicine
Signal-to-noise ratio
law
0103 physical sciences
Image Processing, Computer-Assisted
Humans
Contrast (vision)
Computer vision
Sensitivity (control systems)
media_common
Speckle contrast
Multidisciplinary
Foot
business.industry
Lasers
Microcirculation
Brain
Blood flow
Image Enhancement
Laser
Functional imaging
Hemorheology
Artificial intelligence
business
Algorithm
Algorithms
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....56b813ac492d737aac8dcabe33635402
- Full Text :
- https://doi.org/10.1038/srep41048