TY  - CONF
AV  - none
CY  - Lyon
KW  - Image processing; Patient monitoring; Principal component analysis
KW  -  Digital image analysis; Repigmentation progress; Vitiligo treatment
KW  -  Skin
KW  -  algorithm; article; colorimetry; computer assisted diagnosis; disease course; epiluminescence microscopy; evaluation study; human; image enhancement; information retrieval; methodology; pathophysiology; prognosis; reproducibility; sensitivity and specificity; skin pigmentation; treatment outcome; vitiligo
KW  -  Algorithms; Colorimetry; Dermoscopy; Disease Progression; Humans; Image Enhancement; Image Interpretation
KW  -  Computer-Assisted; Information Storage and Retrieval; Prognosis; Reproducibility of Results; Sensitivity and Specificity; Skin Pigmentation; Treatment Outcome; Vitiligo
SP  - 3442
ID  - scholars197
TI  - Determination of skin repigmentation progression
N2  - In this paper, we describe an image processing scheme to analyze and determine areas of skin that have undergone repigmentation in particular, during the treatment of vitiligo. In vitiligo cases, areas of skin become pale or white due to the lack of skin pigment called melanin. Vitiligo treatment causes skin repigmentation resulting in a normal skin color. However, it is difficult to determine and quantify the amount of repigmentation visually during treatment because the repigmentation progress is slow and moreover changes in skin color can only be discerned over a longer time frame typically 6 months. Here, we develop a digital image analysis scheme that can identify and determine vitiligo skin areas and repigmentation progression on a shorter time period. The technique is based on principal component analysis and independent component analysis which converts the RGB skin image into a skin image that represent skin areas due to melanin and haemoglobin only, followed by segmentation process. Vitiligo skin lesions are identified as skin areas that lack melanin (non-melanin areas). In the initial studies of 4 patients, the method has been able to quantify repigmentation in vitiligo lesion. Hence it is now possible to determine repigmentation progression objectively and treatment efficacy on a shorter time cycle. © 2007 IEEE.
N1  - cited By 25; Conference of 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07 ; Conference Date: 23 August 2007 Through 26 August 2007; Conference Code:70818
SN  - 05891019
Y1  - 2007///
EP  - 3445
UR  - https://www.scopus.com/inward/record.uri?eid=2-s2.0-57649199219&doi=10.1109%2fIEMBS.2007.4353071&partnerID=40&md5=6f0ef4c5d606b3c7ac4285a530b3e401
A1  - Nugroho, H.
A1  - Ahmad Fadzil, M.H.
A1  - Yap, V.V.
A1  - Norashikin, S.
A1  - Suraiya, H.H.
ER  -