• Title/Summary/Keyword: Facial components

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A Study on A Biometric Bits Extraction Method Using Subpattern-based PCA and A Helper Data (영역기반 주성분 분석 방법과 보조정보를 이용한 얼굴정보의 비트열 변환 방법)

  • Lee, Hyung-Gu;Jung, Ho-Gi
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.47 no.5
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    • pp.183-191
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    • 2010
  • Unique and invariant biometric characteristics have been used for secure user authentication. Storing original biometric data is not acceptable due to privacy and security concerns of biometric technology. In order to enhance the security of the biometric data, the cancelable biometrics was introduced. Using revocable and non-invertible transformation, the cancelable biometrics can provide a way of more secure biometric authentication. In this paper, we present a new cancelable bits extraction method for the facial data. For the feature extraction, the Subpattern-based Principle Component Analysis (PCA) is adopted. The Subpattern-based PCA divides a whole image into a set of partitioned subpatterns and extracts principle components from each subpattern area. The feature extracted by using Subpattern-based PCA is discretized with a helper data based method. The elements of the obtained bits are evaluated and ordered according to a measure based on the fisher criterion. Finally, the most discriminative bits are chosen as the biometric bits string and used for authentication of each identity. Even if the generated bits string is compromised, new bits string can be generated simply by changing the helper data. Because, the helper data utilizes partial information of the feature, the proposed method does not reveal privacy sensitive biometric information of the user. For a security evaluation of the proposed method, a scenario in which the helper is compromised by an adversary is also considered.

Analysis of Atopic Dermatitis Patients according to the Sasang Constitution (아토피 피부염 환자의 체질분석)

  • Kim Hae-jeong
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.16 no.3
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    • pp.200-209
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    • 2003
  • Objectives : The aim of this study was to investigate the relationship between atopic dermatitis and the Sasang constitution. Methods : I examined 64 patients with moderate to severe atopic dermatitis for a long time who visited Department of Dermatology in Kangnam Korean Hospital, Kyunghee University and classified them into 4 types according to Sasang constitution under consulting a Sasang specialist. 1. The Sasang specialist classified the patients using the Questionnaire for the Sasang Constitution Classification Ⅱ(QSCCⅡ), body components examination, facial morphology measurement and Meridian function examination. 2. I analyzed the distribution of sex and age, first onset age, history period, digestion condition, existences of past history and family history, basal material volume, immunoglobulin E and eosinophil. Results and Conclusions : 1. As the distribution of sex and age, 28 patients(pts) were male and 36 pts were female. 20's female group was the most common. 2. As the distribution of Sasang constitution types, Soeumin were 28(43.7$\%$) pts, Taeumin were 24(37.5$\%$) pts, Soyangin were 11(17.2$\%$) pts, and Taeyangin was 1(1.6$\%$) pI. 3. As the mean age at first visit, Soeumin's was 20yrs, Taeumin's and Soyangin's were 27yrs, and Taeyangin's was 15yrs. 4. As the mean onset age, Soeumin's was 7yrs the lowest, Taeumin's was 15.7yrs, Soyangin's was 10.54yrs and Taeyangin's was 15yrs. 5. As the history period. Soeumin's was 13.8yrs. Taeumin's was 11.8yrs. Soyangin's was 16.5yrs. Tae yangin's was 13yrs. 6. As the existence of past history of atopic diseases, Soeumin were 12(43$\%$) pts, Taeumin were 7(29$\%$) pts and Soyangin were 5(45$\%$) pts. 7. As immunoglobulin E, 21(75$\%$) pts of Soeumin were normal, 7(25$\%$) pts were abnormal.. 22(92$\%$) pts of Taeumin were normal, 2(8$\%$) pts were abnormal. 8(73$\%$) pts of Soyangin were normal, 3(27$\%$) pts were abnormal. As the defecation condition, 19(68$\%$) pts of Soeumin were normal, 9(32$\%$) pts were abnormal. 14(58$\%$) pts of Taeumin were normal, 10(42$\%$) pts were abnormal, 8(73$\%$) pts of Soyangin were normal, 3(27$\%$) pts were abnormal. 8. The mean value of immunoglobulin E of Soeumin was 1236, Taeeumin was 442, Soyangin was 2010, the mean value of eosinophil of Soeumin was 3.5, Taeeumin was 2.47, Soyangin was 4.28.

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