TY - CONF
T1 - Speed detection to suppress motion artifacts (MA) in laser speckle contrast imaging
AU - Chizari, Ata
AU - Schaap, Mirjam J.
AU - Knop, Tom
AU - Seyger, Marieke M.B.
AU - Steenbergen, Wiendelt
PY - 2023
Y1 - 2023
N2 - Introduction: Laser speckle contrast imaging (LSCI) is an optical technique for noninvasive assessment of microcirculatory blood flow. LSCI has a broad application in medicine including dermatology. Since laser speckles are the basis for this imaging modality, any external motions during a measurement from both patient and operator affect the blood flow images. This challenge is called motion artefacts (MA).Objective: Here, we propose a complete procedure for analysis of speckles, that is, pre-segmentation, segmentation, motion detection, spatial alignment, perfusion map calculation and MA suppression.Methods: The handheld perfusion imager (HAPI) operated in both handheld and mounted schemes, has been used for measurements on 14 psoriasis subjects. We make use of the black marker dots (made by the clinical investigator to determine visual psoriasis lesion boundaries) for calculation of two-dimensional displacements of HAPI during each measurement (i.e. on-surface displacements). Results: We have integrated the on-surface displacements to translate each speckle image back to the initial position at the start of the measurement (i.e. spatial alignment). Moreover, in handheld measurements, MA corrected blood flow maps (also called perfusion maps) are formed by extrapolation of a linear fit from local perfusion versus detected speed to the zero speed, that is, a value ideally always lower than the local mean perfusion.Conclusion: Using a single camera for both speckle imaging and motion detection, we have shown that our MA suppression technique makes handheld perfusion maps fairly similar to the associated mounted perfusion maps not only visually but also in terms of image histograms and mean values.
AB - Introduction: Laser speckle contrast imaging (LSCI) is an optical technique for noninvasive assessment of microcirculatory blood flow. LSCI has a broad application in medicine including dermatology. Since laser speckles are the basis for this imaging modality, any external motions during a measurement from both patient and operator affect the blood flow images. This challenge is called motion artefacts (MA).Objective: Here, we propose a complete procedure for analysis of speckles, that is, pre-segmentation, segmentation, motion detection, spatial alignment, perfusion map calculation and MA suppression.Methods: The handheld perfusion imager (HAPI) operated in both handheld and mounted schemes, has been used for measurements on 14 psoriasis subjects. We make use of the black marker dots (made by the clinical investigator to determine visual psoriasis lesion boundaries) for calculation of two-dimensional displacements of HAPI during each measurement (i.e. on-surface displacements). Results: We have integrated the on-surface displacements to translate each speckle image back to the initial position at the start of the measurement (i.e. spatial alignment). Moreover, in handheld measurements, MA corrected blood flow maps (also called perfusion maps) are formed by extrapolation of a linear fit from local perfusion versus detected speed to the zero speed, that is, a value ideally always lower than the local mean perfusion.Conclusion: Using a single camera for both speckle imaging and motion detection, we have shown that our MA suppression technique makes handheld perfusion maps fairly similar to the associated mounted perfusion maps not only visually but also in terms of image histograms and mean values.
M3 - Poster
T2 - TechMed Research Day 2023
Y2 - 15 June 2023 through 15 June 2023
ER -