A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation Imaging
The emerging technology of spectral filter array (SFA) cameras has great potential for clinical applications, due to its unique capability for real time spectral imaging, at a reasonable cost. This makes such cameras particularly suitable for quantification of dynamic processes such as skin oxygenat...
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doaj-a713f8dc105643c8aec314626cd422f62020-11-24T22:15:15ZengMDPI AGJournal of Imaging2313-433X2019-07-01586610.3390/jimaging5080066jimaging5080066A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation ImagingJacob Renzo Bauer0Arnoud A. Bruins1Jon Yngve Hardeberg2Rudolf M. Verdaasdonk3The Norwegian Colour and Visual Computing Laboratory, Norwegian University of Science and Technology (NTNU), 2815 Gjøvik, NorwayDepartment of Anesthesiology, VU University Medical Center, 1081 HV Amsterdam, The NetherlandsThe Norwegian Colour and Visual Computing Laboratory, Norwegian University of Science and Technology (NTNU), 2815 Gjøvik, NorwayBiomedical Photonics and Imaging Group, Faculty of Science and Technology, University of Twente, 7522 NB Enschede, The NetherlandsThe emerging technology of spectral filter array (SFA) cameras has great potential for clinical applications, due to its unique capability for real time spectral imaging, at a reasonable cost. This makes such cameras particularly suitable for quantification of dynamic processes such as skin oxygenation. Skin oxygenation measurements are useful for burn wound healing assessment and as an indicator of patient complications in the operating room. Due to their unique design, in which all pixels of the image sensor are equipped with different optical filters, SFA cameras require specific image processing steps to obtain meaningful high quality spectral image data. These steps include spatial rearrangement, SFA interpolations and spectral correction. In this paper the feasibility of a commercially available SFA camera for clinical applications is tested. A suitable general image processing pipeline is proposed. As a ’proof of concept’ a complete system for spatial dynamic skin oxygenation measurements is developed and evaluated. In a study including 58 volunteers, oxygenation changes during upper arm occlusion were measured with the proposed SFA system and compared with a validated clinical device for localized oxygenation measurements. The comparison of the clinical standard measurements and SFA results show a good correlation for the relative oxygenation changes. This proposed processing pipeline for SFA cameras shows to be effective for relative oxygenation change imaging. It can be implemented in real time and developed further for absolute spatial oxygenation measurements.https://www.mdpi.com/2313-433X/5/8/66spectral filter arraymulti-spectral imagingskinbio-medical opticsocclusion measurementreflectance spectroscopyoxygenationXispec |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jacob Renzo Bauer Arnoud A. Bruins Jon Yngve Hardeberg Rudolf M. Verdaasdonk |
spellingShingle |
Jacob Renzo Bauer Arnoud A. Bruins Jon Yngve Hardeberg Rudolf M. Verdaasdonk A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation Imaging Journal of Imaging spectral filter array multi-spectral imaging skin bio-medical optics occlusion measurement reflectance spectroscopy oxygenation Xispec |
author_facet |
Jacob Renzo Bauer Arnoud A. Bruins Jon Yngve Hardeberg Rudolf M. Verdaasdonk |
author_sort |
Jacob Renzo Bauer |
title |
A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation Imaging |
title_short |
A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation Imaging |
title_full |
A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation Imaging |
title_fullStr |
A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation Imaging |
title_full_unstemmed |
A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation Imaging |
title_sort |
spectral filter array camera for clinical monitoring and diagnosis: proof of concept for skin oxygenation imaging |
publisher |
MDPI AG |
series |
Journal of Imaging |
issn |
2313-433X |
publishDate |
2019-07-01 |
description |
The emerging technology of spectral filter array (SFA) cameras has great potential for clinical applications, due to its unique capability for real time spectral imaging, at a reasonable cost. This makes such cameras particularly suitable for quantification of dynamic processes such as skin oxygenation. Skin oxygenation measurements are useful for burn wound healing assessment and as an indicator of patient complications in the operating room. Due to their unique design, in which all pixels of the image sensor are equipped with different optical filters, SFA cameras require specific image processing steps to obtain meaningful high quality spectral image data. These steps include spatial rearrangement, SFA interpolations and spectral correction. In this paper the feasibility of a commercially available SFA camera for clinical applications is tested. A suitable general image processing pipeline is proposed. As a ’proof of concept’ a complete system for spatial dynamic skin oxygenation measurements is developed and evaluated. In a study including 58 volunteers, oxygenation changes during upper arm occlusion were measured with the proposed SFA system and compared with a validated clinical device for localized oxygenation measurements. The comparison of the clinical standard measurements and SFA results show a good correlation for the relative oxygenation changes. This proposed processing pipeline for SFA cameras shows to be effective for relative oxygenation change imaging. It can be implemented in real time and developed further for absolute spatial oxygenation measurements. |
topic |
spectral filter array multi-spectral imaging skin bio-medical optics occlusion measurement reflectance spectroscopy oxygenation Xispec |
url |
https://www.mdpi.com/2313-433X/5/8/66 |
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