• Title/Summary/Keyword: 동공

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SVM Based Estimation Method of Eye Closed Status (SVM을 통한 눈의 개폐 여부 확인 방법)

  • Park, Yosep;Han, Sojung;Kang, Dongwan;Hwang, Hyeonsang;Ko, Daejune;Lee, Eui Chul
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.1816-1818
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    • 2015
  • 기존 시선추적 시스템의 문제점은 눈을 깜박이는 동안 동공의 크기 및 위치가 변화하여 시스템이 사용자의 시선 방향을 정확히 예측 할 수 없는 문제가 존재한다. 본 연구에서는 이러한 문제점을 해결하기 위해 얼굴이 포함 된 영상에서 눈을 검출하고, 눈 영역의 3개의 특징 (밝기 평균, 분산, 이진화 후 흑화소 영역 비율)을 추출하였다. 추출된 특징을 기계학습방법의 한 종류인 SVM을 이용하여 눈의 개폐여부를 판단할 수 있는 방법을 제안하였고, 그 결과 정확도는 81.4%가 나왔다. 제안한 방법은 동공을 검출하기 전 눈의 개폐를 먼저 확인할 수 있기 때문에 시선추적 시스템에서 처리시간을 단축시키고, 눈 깜박임에 따른 오차를 줄일 수 있다.

A Study on Analysis and Service of the Face Detection to Prevent Drowsiness (졸음방지를 위한 안면검출 해석과 서비스에 관한 연구)

  • Lee, Dae-Yeon;Lee, Soo-Yong;Park, Jong-Won;Kim, Jeong-Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2020.11a
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    • pp.508-510
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    • 2020
  • 2015년도부터 2019년도까지 5년간 고속도로에서 1,079명의 사망자가 발생하였으며, 이중 졸음운전 및 주시 태만이 729명(67.6%)로 가장 많았다. 졸음운전 방지를 위해 휴게소, 졸음쉼터 등 노력하고 있으나 이러한 노력에도 졸음운전으로 인한 사고는 지금까지도 계속해서 발생하고 있다. 본 연구는 이러한 사고를 방지하기 위해 적외선 카메라를 이용한 영상 촬영하여 안면검출 해석과 서비스를 구현하였다. 안면검출을 통한 동공 상태의 여부와 적합한 수면 판단 기준으로 PERCLOS(Percentage of Eye Closure)을 적용하였다. 운전자의 동공의 장축과 단축의 비율이 1 : 0.35 미만 일 때, 운전자가 졸음상태라 판단하고 음성 알람을 통해 졸음방지를 개선할 수 있었다.

고속도로 교통사고의 원인분석

  • Korea Tire Manufacturers Association
    • The tire
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    • s.93
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    • pp.40-41
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    • 1981
  • 일본도로공단에서는 요즈음 동공단에석 관리하고 잇는 전국고속도로와 일반유료도로에서 1979년(1월~12월)에 발생한 교통사고와 차량고장의 건수를 도로별ㆍ원인별로 조사하는 한편 차종별ㆍ원인별로도 종합분석 하였다.

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고속도로 교통사고의 원인분석

  • Korea Tire Manufacturers Association
    • The tire
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    • s.104
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    • pp.51-52
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    • 1983
  • 본자료는 최근 일본도로공단에서 관리하고 있는 전국 고속도로와 일반유료도로에서 1981년 (1월~12월)에 발표한 교통사고 및 차량고장건수에 대해 동공단에서 발표한 도로별ㆍ원인별 및 차종별ㆍ원인별로 조사분석한 결과를 종합 정리한 것이다.<편집자 주>

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세계 타이어산업, 성장 지속 전망

  • Lee, Yeong-Cheol
    • The tire
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    • s.178
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    • pp.26-32
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    • 1995
  • 이 자료는 대한무역진흥공사에서 발행하는 「KOTRA 해외시장」(1995. 3. 27자)에 게재되었던 것으로서 동공사의 협조를 얻어 전문을 전재한다. 이 자료에 대하여 문의할 사항이 있는 독자는 「대한무역진흥공사 정보통신부」로 연락하시기 바란다.

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Effective Eye Detection for Face Recognition to Protect Medical Information (의료정보 보호를 위해 얼굴인식에 필요한 효과적인 시선 검출)

  • Kim, Suk-Il;Seok, Gyeong-Hyu
    • The Journal of the Korea institute of electronic communication sciences
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    • v.12 no.5
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    • pp.923-932
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    • 2017
  • In this paper, we propose a GRNN(: Generalized Regression Neural Network) algorithms for new eyes and face recognition identification system to solve the points that need corrective action in accordance with the existing problems of facial movements gaze upon it difficult to identify the user and. Using a Kalman filter structural information elements of a face feature to determine the authenticity of the face was estimated future location using the location information of the current head and the treatment time is relatively fast horizontal and vertical elements of the face using a histogram analysis the detected. And the light obtained by configuring the infrared illuminator pupil effects in real-time detection of the pupil, the pupil tracking was to extract the text print vector. The abstract is to be in fully-justified italicized text as it is here, below the author information.

A Study on the Surface and Antibacterial Properties for M(Cd, Cu)-Activated Carbon (M(Cd, Cu)-활성탄의 표면 특성과 항균성에 관한 연구)

  • Oh, Won-Chun;Kim, Jong-Gyu;Kim, Myung-Kun
    • Analytical Science and Technology
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    • v.12 no.2
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    • pp.105-110
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    • 1999
  • The studies on the adsorption properties and the antibacterial effects of the Cd and Cu-treated activated carbon were carried out. From the adsorption studies on the series of these metal-treated activated carbons, typical Type-I isotherm was observed. The surface areas of the treated carbon obtained from BET equation were in the range of $1101-1418m^2/g$ for Cd-AC and of $1084-1361m^2/g$ for Cu-AC. Using ${\alpha}_s$-plot, the micropore volumes and pore size distribution were obtained. From the SEM study, it is also observed that many of micropores in activated carbon are blocked by window blocking effect of metals after the impregnation. Finally, antibacterial effects of M-activated carbon against Escherichia coli was discussed. From the study, the area of antibacterial activity becomes larger with the increase of the amount of metal treated.

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Real-Time Multiple Face Detection Using Active illumination (능동적 조명을 이용한 실시간 복합 얼굴 검출)

  • 한준희;심재창;설증보;나상동;배철수
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2003.05a
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    • pp.155-160
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    • 2003
  • This paper presents a multiple face detector based on a robust pupil detection technique. The pupil detector uses active illumination that exploits the retro-reflectivity property of eyes to facilitate detection. The detection range of this method is appropriate for interactive desktop and kiosk applications. Once the location of the pupil candidates are computed, the candidates are filtered and grouped into pairs that correspond to faces using heuristic rules. To demonstrate the robustness of the face detection technique, a dual mode face tracker was developed, which is initialized with the most salient detected face. Recursive estimators are used to guarantee the stability of the process and combine the measurements from the multi-face detector and a feature correlation tracker. The estimated position of the face is used to control a pan-tilt servo mechanism in real-time, that moves the camera to keep the tracked face always centered in the image.

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Comparative Study on Growth Stage Aging Changes of The Right and Left Eye Size in Korean (성장기 연령 변화에 따른 좌우안 크기 변화 비교 연구)

  • Park, Soo Bong
    • Journal of Korean Ophthalmic Optics Society
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    • v.3 no.1
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    • pp.209-216
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    • 1998
  • The purpose of this study was to compare the right and left eye size, distance between two eyes, interpupillary distance on growth stage aging changes in Korean. The author divided into 5 groups according to subject's age(group A : 7~12 years, group B : 13~15 years, group C : 16~18 years, group D : 19~24 years, group E : 25~30 years). The high values of inter outer canthal distance(T) and distance between two eyes(G) were 94.30 mm, 36.66 mm at group B respectively. The ratio of identical eye size was about 10.0% in A, B, C group but 22.7% in E group. P[T-(right eye size + left eye size) / 2] was wider than IPD. Data showed that the difference was 5.72 mm in group B and 1.13 mm in group E. The reason for this is that the pupils are displaced nasally from the center of the limbal ring. This has significant meaning in ophthalmic procedures.

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Tribological Influence of Kinematic Oil Viscosity Impregnated in Nanopores of Anodic Aluminum Oxide Film (함침 오일 점도에 따른 나노동공 구조의 산화알루미늄 박막의 마찰 및 마멸 거동)

  • Kim, Dae-Hyun;Ahn, Hyo-Sok
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.37 no.5
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    • pp.625-630
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    • 2013
  • The friction behavior of a 60-${\mu}m$-thick anodic aluminum oxide (AAO) film having cylindrical nanopores of 45-nm diameter was investigated as a function of impregnated oil viscosity ranging from 3.4 to 392.6 cSt. Reciprocating ball-on-flat sliding friction tests using a 1-mm-diameter steel ball as the counterpart were carried out with normal load ranging from 0.1 to 1 N in an ambient environment. The friction coefficient significantly decreased with an increase in the oil viscosity. The boundary lubrication film remained effectively under all test conditions when high-viscosity oil was impregnated, whereas it was easily destroyed when low-viscosity oil was impregnated. Thin plastic deformed layer patches were formed on the worn surface with high-viscosity oil without evidence of tribochemical reaction and transfer of counterpart material.