DocumentCode :
3279205
Title :
Multispectral venous images analysis for optimum illumination selection
Author :
Shahzad, A. ; Walter, Nicolas ; Malik, A.S. ; Saad, N.M. ; Meriaudeau, Fabrice
Author_Institution :
Centre for Intell. Signal & Imaging Res., Univ. Teknol. PETRONAS, Tronoh, Malaysia
fYear :
2013
fDate :
15-18 Sept. 2013
Firstpage :
2383
Lastpage :
2387
Abstract :
Intravenous (IV) catheterization is the most important phase in medical practices of daily life. It is hard to localize veins in patients who have deep veins, minor age or dark skin; hence multiple attempts become indispensable for proper catheterization in such cases. Near Infrared (NIR) Imaging allow to visualize the veins underneath the skin of persons having non-visibility of veins problem. This paper reports the pre-selection of illuminants that ensure best veins/tissues contrast for patients having different skin tone. The sample subjects have been divided in four different classes based on the Luminance value of their skin tone in order to extract the best illuminant wavelengths range for each class. A multispectral approach has been used which provides the flexibility of wavelength range from visible to NIR (380 to 1040nm). The veins/tissue reflectance contrast obtained helps in determining the best wavelengths range where the contrast is maximum for each of the four classes. Using these results, we are planning to build a prototype system which can automatically select the illuminants based on different physiological characteristics of a subject.
Keywords :
blood vessels; feature selection; infrared imaging; medical image processing; physiological models; skin; spectral analysis; vein recognition; NIR imaging; illuminant wavelengths; illuminants preselection; intravenous catheterization; luminance value; medical practices; multispectral venous images analysis; near Infrared imaging; optimum illumination selection; physiological characteristics; skin tone; veins localization; veins nonvisibility problem; veins visualization; veins/tissue reflectance contrast; wavelength range flexibility; Absorption coefficient; IV Catheterization; Illuminants Subcutaneous; NIR Imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2013 20th IEEE International Conference on
Conference_Location :
Melbourne, VIC
Type :
conf
DOI :
10.1109/ICIP.2013.6738491
Filename :
6738491
Link To Document :
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