• 제목/요약/키워드: skin condition estimation

검색결과 14건 처리시간 0.03초

Skin Condition Estimation Using Mobile Handheld Camera

  • Bae, Ji-Sang;Jeon, Jae-Ho;Lee, Jae-Young;Kim, Jong-Ok
    • ETRI Journal
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    • 제38권4호
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    • pp.776-786
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    • 2016
  • The fairly recent standard of equipping mobile devices with advanced imaging sensors has opened the possibility of conveniently diagnosing skin conditions, anywhere, anytime. For this application, we attempted to estimate skin conditions from a skin image taken by a mobile handheld camera. To estimate the skin conditions, we specifically identified three skin features (pigmentation, pores, and roughness) that can be measured quantitatively from a skin image. The experimental data indicate that the existing thresholding methods are inappropriate for extracting the pigmentation and pore skin features. Thus, we propose a new line-fitting based thresholding method for skin feature detection. We thoroughly evaluated our proposed skin condition estimation method using our skin image database. The experimental results show that our proposed thresholding method can better determine the threshold leading to the most visually plausible detection, when compared to existing methods. We also confirmed that skin conditions can be feasibly estimated using a common mobile handheld camera (for example, a smartphone).

피부 상태 추정을 위한 촬영 거리에 적응적인 모공 검출 연구 (Shooting Distance Adaptive Pore Extraction for Skin Condition Estimation)

  • 이강규;유준상;배진곤;배지상;김종옥
    • 전자공학회논문지
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    • 제52권8호
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    • pp.106-114
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    • 2015
  • 최근 스마트 폰 카메라가 발달함에 따라, 전문적인 촬영장비 없이 일반 스마트 폰 카메라만으로 피부 상태를 추정할 수 있을 정도의 고해상도 영상 획득이 가능해졌다. 스마트 폰을 활용한 영상 촬영은 일정한 거리에서 이루어지기가 힘들기 때문에 촬영거리에 적응적인 피부 특성 측정 방법이 필수적이다. 본 논문에서는, 여러 피부 특성 중 거리에 따라 크기가 변하는 모공검출에 집중하였다. 실험을 통해 촬영 거리와 피부 특성 검출에 적절한 마스크 크기 사이의 관계를 모델링했고, 모공크기 보상기법을 설계하였다. 서로 다른 거리에서 촬영한 영상에서 실험한 결과, 기준 거리에서의 결과와 유사한 모공 검출 결과를 얻을 수 있음을 확인하였다.

SIP말뚝의 주면마찰특성 및 비선형 수치모델식 산정에 관한 연구 (A Study on the skin friction characteristics of SIP and the estimation of the nonlinear numerical modelling equation)

  • 천병식;임해식;김도형
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2003년도 봄 학술발표회 논문집
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    • pp.153-160
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    • 2003
  • While the interests on the environmental problem during the construction are increasing, the use of low noise-vibration auger-drilled pilling is increasing to solve noise and vibration problem in pilling. Therefore, in Korea, SIP(Soil-Cement Injected Precast Pile) method is mainly used as auger-drilled pilling. However, there is no proper design criteria compatible with the ground condition of Korea, so which is most wanted. To improve and supplement this situation, direct shear tests between SIP pile skin interface and soil were executed on various conditions. Through the analysis of test results, skin resistance characteristics of SIP were investigated thoroughly. Also, the nonlinear unit skin resistance capacity model with SM, SC soil were suggested.

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Estimation of Expected Temperature Using Heat Balance Model and Observation Data

  • Kim, Eun-Byul;Park, Jong-Kil;Jung, Woo-Sik
    • Asian Journal of Atmospheric Environment
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    • 제9권3호
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    • pp.214-221
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    • 2015
  • This study considers mean skin temperature to calculate expected temperature using the new heat balance model because the skin temperature is the most important element affecting the heat balance outdoors. For this, we measured the skin temperature in high temperature condition of Korea and applied it to calculate the expected temperature. The calculated expected temperature is compared with the result calculated using previous models which use the estimated mean skin temperature by considering metabolic rate only. Results show that the expected temperatures are higher when measured mean skin temperature is applied to the model, compared to the expected temperature calculated by applying mean skin temperature data calculated using metabolic rate like previous models. The observed mean skin temperature was more suitable for outside conditions and expected temperature is underestimated when mean skin temperature calculated by the equation using metabolic rate is used. The model proposed in this study has a few limitations yet, but it can be applied in various ways to facilitate practical responses to extreme heat.

INVESTIGATION OF SKIN TYPES BASED ON THE STRATUM CORNEUM LIPID LEVELS

  • Hikima, R.;Ohta, M.;Arai, S.
    • 대한화장품학회:학술대회논문집
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    • 대한화장품학회 1999년도 IFSCC . ASCS 학술대회 발표 논문
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    • pp.132-132
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    • 1999
  • In the cosmetics field, facial skins have been classified into four types according to self estimation as well as physiological parameters. The aim of this study is to understand skin condition in the levels and composition of stratum corneum (SC) lipids, and to propose new classification for skin types. We assessed the relationship between the SC lipid composition and the self-estimated skin types or physiological parameters of the skin. Sensitive skin has been of great concern over the last decades, and it should be recognized as a skin type. Therefore, we also investigated the influence of the SC lipid composition on variations of sensitivity evaluated by the Stinging Test. Fifty-five healthy Japanese women aged 22-44 participated in this study. Skin biopsies were taken from facial skin using polyethylene sheet with cyanoacrylate. SC lipids were extracted and separated into individual lipid classes. The combined ceramides and cholesterol were quantified by HPTLC. Free fatty acid was quantified according to the ACS-ACOD method. Instrumental measurements were made at the site around the biopsy. In addition, the Stinging Test and a sensory evaluation questionnaire were administered to all subjects. The generally recognized O-D skin type classification is dependent on the consumer`s subjective assessment with respect to their skin troubles. The product of hydration state and skin surface lipid level showed a significant correlation with self-estimated skin types. The oily-dry skin type classified according to physiological parameters as well as SC lipid levels should be characterized as delicate skin with its barrier function deteriorating in the winter. Two groups of sensitive skin were established. One is the barrier function of the skin is deteriorated, and another is the sebaceous gland activity is in decline.

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속도센서 없는 유도전동기 백터제어 시스템의 파라메타 추정 (Parameter Estimation for Vector Control of Induction Motors without Speed Sensors)

  • 김상욱;권영길;김영조;김영석
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1997년도 하계학술대회 논문집 F
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    • pp.2088-2090
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    • 1997
  • This paper consists of the speed sensorless vector control of induction motors with the estimation of rotor resistance. In the application of variable-speed induction motor drives, if an inaccurate rotor resistance is used because the rotor resistance can change due to skin effects and temperature variables, it is difficult to achieve a collect field orientation. In this paper, to overcome these difficulties adaptive algorithm is designed for rotor resistance identification. The proposed adaptive algorithm for rotor resistance estimation in the synchronous reference frame is applied by sliding mode current controller satisfing persistent excitation(PE) condition. Adaptive flux observer is here used for the purpose of estimating rotor flux and speed in the speed sensorless scheme. Computer simulations are carried out to verify the validity of the proposed algorithm.

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임피던스 법을 이용한 두피 상태 추정에 관한 연구 (A Study for Estimation of Scalp Condition by Impedance)

  • 심명헌;최한윤;정인철;김기원;윤형로
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 심포지엄 논문집 정보 및 제어부문
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    • pp.471-472
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    • 2007
  • The scalp is skin tissue for skull-protection and roots for hair growth. Therefore continuous monitoring of scalp condition is essential for hair management. However, the equipments for existent are inconvenient to use because of focus tremor and external factors(Hair Gel, Wax, accessories and so on). Furthermore there is a problem to use an expensive optical devices like CCD (Charge Coupled Device) camera or lens of 200 - 1000 magnification. It causes a difficulty of using those equipment. We design the special electrode(length 5.65mm, diameter 0.8mm of needle shape) and the impedance system(1kHz, 78uA). Tn this paper, we can measure scalp impedance with our system. Moreover, we find the possibility of classifying scalp condition with measured impedance values. For the classification of scalp condition, we used ARAMO-TS as an imaging system. In conclusion, the problem of existent devices could be improved using these method. It also has a benefit of continuous monitoring of scalp condition.

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생체신호와 퍼지이론을 이용한 스트레스 평가에 관한 연구 (Estimation of Stress Status Using Bio-signals and Fuzzy Theory)

  • 신재우;윤영로;박세진
    • 대한인간공학회지
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    • 제18권1호
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    • pp.121-131
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    • 1999
  • There have been many questionnaires, catecholeamins analysis and bio-signal analysis to analyze human stress condition through out the years, and especially researches in bio-signal analysis have been actively increasing. The purpose of our research is Quantitative analysis of stress with synthesis of bio-signals. The stress status was estimated using the bio-signals and fuzzy theory which combines these signals and physiological knowledge. Stress was estimated by a 'coin-stacking' experiment with two type-relax and stress status. To do the experiment EMG, respiration, periphery temperature, heart rate and skin conductances were used to evaluate human stress stages. The system was tested to 10 healthy persons and achieved a template of a stress progress and stress variations were classified to 4 steps by continuous or rising status of stress progress.

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요골동맥 직경 변화에 따른 맥파 측정 시스템 개발 (Development of an Measuring System for Pulse Wave Corresponding to Different Radial Artery Diameters Caused by Indentation)

  • 이전;우영재;전영주;이유정;김종열
    • 전기학회논문지
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    • 제57권12호
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    • pp.2351-2357
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    • 2008
  • Noninvasive radial artery pulse wave has been widely used not only for the pulse wave analysis(PWA) itself but also for assessment of arterial stiffness with estimated aortic pulse wave from peripheral pulse wave. However, it has been found that the deformation of pulse shape can be caused readily by changing measuring position, indentation pressure, and so on. So, in this study, we have developed a system which can measure radial pulse wave and skin displacement simultaneously while the indentation body goes down to occlude subject's radial artery. This system can be divided into a measuring apparatus part, an indentation control hardware part, a data acquisition part and a control and computation part. And, the measuring apparatus consists of an arm-rest, a step motor, an indentation body, a laser displacement sensor(LK-G30, Keyence Co.) and pulse wave sensor. Under load-free condition and radial artery loaded condition, the evaluation of developed system has been performed. From these results, we can conclude: 1) The developed system can control the indentation body quantitatively and the adopted laser displacement sensor shows linear output characteristic even with skin as a reflector. 2) This system can measure the pulse wave and the displacement of indentation body, that is, skin displacement simultaneously at each specific level of indentation body. 3) This system can provide the number of motor steps used to get down the indentation body, the measured skin displacement, the calculated indentation pressure, the calculated pulse pressure and the pulse waveform as well as the information generated by combining these with each others. 4) This system can reveal the relationship between the morphological changes of pulse wave and the estimated displacement of radial artery wall by indentation. Consequently, the developed system can furnish more abundant information on radial artery than previous diagnosis systems based on tonometric measurement. In further study, we expect to setup the standard measuring process and to concrete the algorithm for the estimation of radial artery's diameter and of displacement of radial artery's wall. Furthermore, with well designed clinical studies, we hope to turn out the usefulness of developed system in the field of cardiovascular system evaluation.

수직응력의 감소가 부마찰이 작용하는 말뚝의 거동에 미치는 영향 (The Influence of Reduction of Vertical Stress on the Behaviour of Piles Subjected to Negative Skin Friction)

  • 이철주
    • 대한토목학회논문집
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    • 제29권1C호
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    • pp.33-39
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    • 2009
  • 부마찰이 작용하는 말뚝 주변지반의 수직 응력은 전단응력 전이 과정을 통해 감소하게 된다. 본 연구에서는 3차원 유한차분 해석을 실시하여 부마찰이 작용하는 단독말뚝 인근 지반의 수직응력 및 수평응력의 감소 및 그로 인한 말뚝의 거동변화에 대한 분석을 실시하였다. 또한 말뚝인근 지반의 수직응력 감소를 고려할 수 있는 간단한 식을 제안하였다. 말뚝에 부마찰이 작용하는 경우 Greenfield 조건에 비해 지반의 수직 및 수평응력이 상당히 크게 감소하는 것으로 나타났다. 수직응력이 감소되는 수평범위는 그리 넓지 않아서 최대 4-8 D 정도 인 것으로 분석되었다, 여기서 D는 말뚝의 직경이다. 본 연구를 통해 분석된 바에 의하면 부마찰력의 평가에 일반적으로 널리 이용되는 $\beta$-방법에 의해서는 부마찰력이 과다하게 평가될수 있는 것으로 나타났으며, 따라서 원래의 공식에 수직응력의 감소를 반영할 필요가 있는 것으로 판단된다.