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Multisensory System for the Detection and Localization of Peripheral Subcutaneous Veins
This paper proposes a multisensory system for the detection and localization of peripheral subcutaneous veins, as a first step for achieving automatic robotic insertion of catheters in the near future. The multisensory system is based on the combination of a SWIR (Short-Wave Infrared) camera, a TOF...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5426547/ https://www.ncbi.nlm.nih.gov/pubmed/28422075 http://dx.doi.org/10.3390/s17040897 |
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author | Fernández, Roemi Armada, Manuel |
author_facet | Fernández, Roemi Armada, Manuel |
author_sort | Fernández, Roemi |
collection | PubMed |
description | This paper proposes a multisensory system for the detection and localization of peripheral subcutaneous veins, as a first step for achieving automatic robotic insertion of catheters in the near future. The multisensory system is based on the combination of a SWIR (Short-Wave Infrared) camera, a TOF (Time-Of-Flight) camera and a NIR (Near Infrared) lighting source. The associated algorithm consists of two main parts: one devoted to the features extraction from the SWIR image, and another envisaged for the registration of the range data provided by the TOF camera, with the SWIR image and the results of the peripheral veins detection. In this way, the detected subcutaneous veins are mapped onto the 3D reconstructed surface, providing a full representation of the region of interest for the automatic catheter insertion. Several experimental tests were carried out in order to evaluate the capabilities of the presented approach. Preliminary results demonstrate the feasibility of the proposed design and highlight the potential benefits of the solution. |
format | Online Article Text |
id | pubmed-5426547 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-54265472017-05-12 Multisensory System for the Detection and Localization of Peripheral Subcutaneous Veins Fernández, Roemi Armada, Manuel Sensors (Basel) Article This paper proposes a multisensory system for the detection and localization of peripheral subcutaneous veins, as a first step for achieving automatic robotic insertion of catheters in the near future. The multisensory system is based on the combination of a SWIR (Short-Wave Infrared) camera, a TOF (Time-Of-Flight) camera and a NIR (Near Infrared) lighting source. The associated algorithm consists of two main parts: one devoted to the features extraction from the SWIR image, and another envisaged for the registration of the range data provided by the TOF camera, with the SWIR image and the results of the peripheral veins detection. In this way, the detected subcutaneous veins are mapped onto the 3D reconstructed surface, providing a full representation of the region of interest for the automatic catheter insertion. Several experimental tests were carried out in order to evaluate the capabilities of the presented approach. Preliminary results demonstrate the feasibility of the proposed design and highlight the potential benefits of the solution. MDPI 2017-04-19 /pmc/articles/PMC5426547/ /pubmed/28422075 http://dx.doi.org/10.3390/s17040897 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Fernández, Roemi Armada, Manuel Multisensory System for the Detection and Localization of Peripheral Subcutaneous Veins |
title | Multisensory System for the Detection and Localization of Peripheral Subcutaneous Veins |
title_full | Multisensory System for the Detection and Localization of Peripheral Subcutaneous Veins |
title_fullStr | Multisensory System for the Detection and Localization of Peripheral Subcutaneous Veins |
title_full_unstemmed | Multisensory System for the Detection and Localization of Peripheral Subcutaneous Veins |
title_short | Multisensory System for the Detection and Localization of Peripheral Subcutaneous Veins |
title_sort | multisensory system for the detection and localization of peripheral subcutaneous veins |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5426547/ https://www.ncbi.nlm.nih.gov/pubmed/28422075 http://dx.doi.org/10.3390/s17040897 |
work_keys_str_mv | AT fernandezroemi multisensorysystemforthedetectionandlocalizationofperipheralsubcutaneousveins AT armadamanuel multisensorysystemforthedetectionandlocalizationofperipheralsubcutaneousveins |