DocumentCode
1674873
Title
Segmentation Using Near-Infrared Imaging: An Application to Skin De-oxygenation
Author
Jalil, Bushra ; Salvetti, O. ; Poti, Luca ; Marinelli, Mattia ; Hartwig, V. ; L´Abbate, Antonio ; Burchielli, Silvia
Author_Institution
Ist. di Sci. e Tecnol. dell´Inf. “Alessandro Faedo”, Pisa, Italy
fYear
2013
Firstpage
144
Lastpage
147
Abstract
The paper presents processing of Near-Infrared Spectrum (NIRS) images of skin wounding rat model by using different image processing tools. The Near-Infrared Spectrum (NIRS) images provide information on biological tissue oxygenation. We had tested the possibility of detecting the lesions made using traditional lancet and acusector. In the obtained NIRS images, background noise limiting the segmentation process were removed in the transformed domain. We used the thresholding (grayscale morphology) of wavelet coefficients to remove background. Segmentation of the interest areas in two different scenarios were obtained by means of thresholding based region growing method. The preliminary results obtained are quite encouraging and could be significant for real-time medical applications using infrared image segmentation. Furthermore, the obtained results supports the view of using NIRS for the evaluation of skin disease and microcirculatory dysfunction.
Keywords
biological tissues; biomedical optical imaging; discrete wavelet transforms; diseases; haemodynamics; haemorheology; image segmentation; infrared imaging; medical image processing; skin; acusector; background noise limiting; background removal; biological tissue oxygenation; grayscale morphology; lancet; lesion detection; microcirculatory dysfunction evaluation; near infrared light; near-infrared imaging; near-infrared spectrum image processing; real-time medical applications; segmentation process; skin deoxygenation; skin disease evaluation; skin wounding rat model; thresholding based region growing method; wavelet coefficient thresholding; Cameras; Discrete wavelet transforms; Image segmentation; Lesions; Skin; Near-Infrared Spectrum; Thresholding; segmentation; wavelet decomposition;
fLanguage
English
Publisher
ieee
Conference_Titel
Modelling Symposium (EMS), 2013 European
Conference_Location
Manchester
Print_ISBN
978-1-4799-2577-3
Type
conf
DOI
10.1109/EMS.2013.25
Filename
6779836
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