지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.11 No.6
- 발행연도
- 2016.11
- 수록면
- 1,825 - 1,838 (14page)
이용수
초록· 키워드
오류제보하기
The detection of skin pigment is crucial in the diagnosis of skin diseases and in the evaluation of medical cosmetics and hairdressing. Accuracy in the detection is a basis for the prompt cure of skin diseases. This study presents a method to recognize and measure human skin pigment using Hemoglobin-Melanin (HM) coordinate. The proposed method extracts the skin area through a Gaussian skin-color model estimated from statistical analysis and decomposes the skin area into two pigments of hemoglobin and melanin using an Independent Component Analysis (ICA) algorithm. Then, we divide the two-dimensional (2D) HM coordinate into rectangular bins and compute the location histograms of hemoglobin and melanin for all the bins. We label the skin pigment of hemoglobin, melanin, and normal skin on all bins according to the Bayesian classifier. These bin-based HM projective histograms can quantify the skin pigment and compute the standard deviation on the total quantification of skin pigments surrounding normal skin. We tested our scheme using images taken under different illumination conditions. Several cosmetic coverings were used to test the performance of the proposed method. The experimental results show that the proposed method can detect skin pigments with more accuracy and evaluate cosmetic covering effects more effectively than conventional methods.
목차
Abstract
1. Introduction
2. Related Works
3. Proposed Skin Pigmentation Detection
4. Experimental Results
5. Conclusion
References
참고문헌 (30)
참고문헌 신청
[학술대회논문] - G. Sforza / 2011 / Adaptive segmentation of gray areas in dermoscopy images / Medical Measurements and Applications Proceedings(MeMeA) : 628 ~ 631
[학술지(정기간행물)] - O. Sarrafzade / 2010 / Skin lesion detection in dermoscopy images using wavelet transform and morphology operations / Biomedical Engineering(ICBME) : 1 ~ 4
[학술지(정기간행물)] - H. Zhou / 2010 / Exemplar-based segmentation of pigmented skin lesions from dermoscopy images / Biomedical Imaging : From Nano to Macro : 225 ~ 228
[학술지(정기간행물)] - Y. Liu / 2016 / Skin-pigmentation-disorder detection algorithm based on projective coordinate / Optik 127 (15) : 5899 ~ 5913
[단행본] - A. Krishnaswamy / 2004 / A study on skin optics / University of Waterloo
[학술지(정기간행물)] - O. Sarrafzade / 2010 / Skin lesion detection in dermoscopy images using wavelet transform and morphology operations / Biomedical Engineering(ICBME) : 1 ~ 4
[학술지(정기간행물)] - H. Zhou / 2010 / Exemplar-based segmentation of pigmented skin lesions from dermoscopy images / Biomedical Imaging : From Nano to Macro : 225 ~ 228
[학술지(정기간행물)] - Y. Liu / 2016 / Skin-pigmentation-disorder detection algorithm based on projective coordinate / Optik 127 (15) : 5899 ~ 5913
[단행본] - A. Krishnaswamy / 2004 / A study on skin optics / University of Waterloo
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UCI(KEPA) : I410-ECN-0101-2017-560-001327691