• 제목/요약/키워드: Cluster validity

검색결과 161건 처리시간 0.023초

Automatic Camera Pose Determination from a Single Face Image

  • Wei, Li;Lee, Eung-Joo;Ok, Soo-Yol;Bae, Sung-Ho;Lee, Suk-Hwan;Choo, Young-Yeol;Kwon, Ki-Ryong
    • 한국멀티미디어학회논문지
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    • 제10권12호
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    • pp.1566-1576
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    • 2007
  • Camera pose information from 2D face image is very important for making virtual 3D face model synchronize with the real face. It is also very important for any other uses such as: human computer interface, 3D object estimation, automatic camera control etc. In this paper, we have presented a camera position determination algorithm from a single 2D face image using the relationship between mouth position information and face region boundary information. Our algorithm first corrects the color bias by a lighting compensation algorithm, then we nonlinearly transformed the image into $YC_bC_r$ color space and use the visible chrominance feature of face in this color space to detect human face region. And then for face candidate, use the nearly reversed relationship information between $C_b\;and\;C_r$ cluster of face feature to detect mouth position. And then we use the geometrical relationship between mouth position information and face region boundary information to determine rotation angles in both x-axis and y-axis of camera position and use the relationship between face region size information and Camera-Face distance information to determine the camera-face distance. Experimental results demonstrate the validity of our algorithm and the correct determination rate is accredited for applying it into practice.

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학교보안관 제도의 개선 방안 (Improvement of School Sheriff System as a Security Guard Field)

  • 강민완;김은정
    • 한국콘텐츠학회논문지
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    • 제11권12호
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    • pp.774-784
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    • 2011
  • 본 연구는 학교폭력 및 학교안전을 위한 학교보안관 제도 활성화 방안 모색을 위해 제도에 대한 초등학교 학부모들의 인식을 조사하고 개선방안을 제시하고자 하는데 목적을 두고 있다. 이를 위하여 이 연구에서는 서울시 소재 학교보안관이 배치되어 근무하고 있는 초등학교 학생을 자녀로 둔 학부모를 연구대상으로 선정한 후 집락무선표집법을 이용하여 200명의 표본을 추출하여 최종분석에는 189명을 분석하였다. 설문지의 타당도는 전문가회의와 요인분석, 신뢰도는 신뢰도 분석을 통하여 검증하였다. 통계처리는 카이스퀘어 검정과 t검정, F검정 등의 방법을 활용하였다. 결론은 다음과 같다. 첫째, 개인적 특성에 따라 학교보안관 제도의 필요성은 차이가 있다. 둘째, 개인적 특성에 따라 학교보안관 제도에 대한 인식은 차이가 있다. 셋째, 개인적 특성에 따라 학교보안관의 역할 인식은 차이가 있다. 넷째, 학교보안관의 역할 활동인식은 차이가 있다. 다섯째, 개인적 특성에 따라 학교생활안전에 도움정도는 차이가 있다. 여섯째, 개인적 특성에 따라 학교보안관 만족은 차이가 있다.

건설현장소장의 리더십 유형에 따른 조직유효성에 관한 연구 (A Study on the Organizational Effectiveness in accordance with the Construction Project Manager's Leadership Style)

  • 최수일;김홍;민경호
    • 한국벤처창업학회:학술대회논문집
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    • 한국벤처창업학회 2006년도 추계학술발표회
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    • pp.415-443
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    • 2006
  • 본 연구는 건설현장소장의 거래적 변혁적 리더십 유형과 권력이 조직유효성에 미치는 영향과 권력의 조절효과에 대한 실증연구이다. 790명의 현장근무 직원들로부터 설문을 받아 Cronbach's ${\alpha}$ 계수를 이용한 신뢰성, 탐색적 요인분석을 이용한 타당성 검사를 실시했으며, 가설검증을 위해 군집분석과 다변량분석을 수행하였다. 연구결과를 요약하면 첫째, 리더십 유형이 조직유효성에 긍정적인 연향을 미친다. 단 조직 몰입에는 긍정적 영향을 미치지 않는 것으로 나타났다. 둘째, 권력유형은 조직유효성에 긍정적 영향력을 미치는 것으로 나타났으며, 권력유형 중 보상적 권력과 합법적 권력이 직무만족이나 조직몰입에 다른 권력유형보다 상대적으로 강한 영향력을 미치는 것으로 나타났다. 셋째, 리더십 유형과 조직유효성 간의 권력의 조절효과는 긍정적으로 나타났다. 거래적 변혁적 리더십 유형이 조직유효성에 미치는 영향이 긍정적이라는 연구결과는 향후 국내 건설현장의 리더십개발에 주요한 지침이 될 것이며, 권력의 조절작용도 현장소장의 리더십 발휘에 있어 주요한 시사점을 준다하겠다.

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Neurocognitive Function Differentiation from the Effect of Psychopathologic Symptoms in the Disability Evaluation of Patients with Mild Traumatic Brain Injury

  • Kim, Jin-Sung;Kim, Oh-Lyong;Koo, Bon-Hoon;Kim, Min-Su;Kim, Soon-Sub;Cheon, Eun-Jin
    • Journal of Korean Neurosurgical Society
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    • 제54권5호
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    • pp.390-398
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    • 2013
  • Objective : We determined whether the relationship between the neuropsychological performance of patients with mild traumatic brain injury (TBI) and their psychopathological characteristics measured by disability evaluation are interrelated. In addition, we assessed which psychopathological variable was most influential on neuropsychological performance via statistical clustering of the same characteristics of mild TBI. Methods : A total of 219 disability evaluation participants with mild brain injury were selected. All participants were classified into three groups, based on their psychopathological characteristics, via a two-step cluster analysis using validity and clinical scales from the Minnesota Multiphasic Personality Inventory (MMPI) and Symptom Checklist-90-revised (SCL-90-R). The Korean Wechsler Adult Intelligence Scale (K-WAIS), Korean Memory Assessment Scale (K-MAS) and the Korean Boston Naming Test (K-BNT) were used to evaluate the neurocognitive functions of mild TBI patients. Results : Over a quarter (26.9%) experienced severe psychopathological symptoms and 43.4% experienced mild or moderate psychopathological symptoms, and all of the mild TBI patients showed a significant relationship between neurocognitive functions and subjective and/or objective psychopathic symptoms, but the degree of this relationship was moderate. Variances of neurocognitive function were explained by neurotic and psychotic symptoms, but the role of these factors were different to each other and participants did not show intelligence and other cognitive domain decrement except for global memory abilities compared to the non-psychopathology group. Conclusion : Certain patients with mild TBI showed psychopathological symptoms, but these were not directly related to cognitive decrement. Psychopathology and cognitive decrement are discrete aspects in patients with mild TBI. Furthermore, the neurotic symptoms of mild TBI patients made positive complements to decrements or impairments of neurocognitive functions, but the psychotic symptoms had a negative effect on neurocognitive functions.

Genetic Diversity Measured by RAPDs in Korean Barley Germplasm Pools

  • Kim Hong-Sik;Park Kwang-Geun;Baek Seong-Bum;Kim Jung-Gon;Nam Jung-Hyun
    • 한국작물학회지
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    • 제50권2호
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    • pp.131-141
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    • 2005
  • Molecular-based genetic diversity for a set of 141 accessions of Korean barley cultivars and 24 accessions of foreign exotic cultivars were analyzed using random amplified polymorphic DNAs (RAPDs). Different level of genetic variability was observed with 30 random decamer primers in the Korean barley varieties and breeding lines which were preliminarily classified by morphological (hulled & hulless barley) and end-use (malting barley) and/or by the released periods. A total of 74 RAPD bands were scored, and the number of bands per primer varied from 1 to 7 with an average of 2.74. The hulled barley pool had one more marker genotype per primer than the hulless barley pool. The polymorphic information content (PIC) values based on the band pattern frequencies among genotypes varied depending on genetic pools where mean PICs of hulled, hulless and malting barleys were 0.62, 0.57, and 0.43, respectively. Certain genomic loci amplified by opR04, opF01, opB05, and opC13 were highly polymorphic with PIC>0.8. Patterns and temporal trends of genetic diversity assessed over the period from 1970s to 1990s had a tendency to increase, and in particular, this upward slant was quite clear and significant for the hulless barley pool. In the cluster analysis using genetic similarity matrix calculated from RAPD profiles, two major groups and several small subgroups were classified. Major grouping of materials was not affected by the presence of the husk but by their genetic background and the spike-row type. The validity of information on the genetic diversity and relationships between genotypes will have been reviewed to predict their yield potential.

성인 남자의 연령 및 사회.경제적 지위와 의복행동과의 상관 연구 (The Relationships between Age, Socio-ecoomic Status and Clothing Behavior of Korean Men)

  • 고애란
    • 대한가정학회지
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    • 제25권1호
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    • pp.1-10
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    • 1987
  • The purpose of this study was to investigate the relationships between demographic variables and seven aspects of clothing behavior of adult males, and to attempt to develop the measurement of men's clothing behavior. Age was ranked by five gradation (20∼60 ages) and socio-economic status was divided into three categories (high, middle, low) based on the subjects' education, occupation and economic status. Six aspects of clothing comfort, satisfaction, status symbol, conformity, fashion interest and clothing acceptance I were assessed with Koh's, Chung's and Lee's questionnaires. Clothing acceptance by line-drawing of clothing syles representing different levels of formality for occasions designed to measure the awareness of appropriate clothing category of business suits. The questionnaires in this study were administered to a sample of men living in Seoul. The sample was drawn by the random-cluster sampling method. The data from 362 respondants were analysed. To determine the internal validity of clothing behavior mesurement, factor analysis was computed, whereas to determine the reliability, Cronbach's alpha was calculated. The statistical methods adopted were correlation, one-way ANOVA, and multiple regression. The results obtained in this study were as follows: 1) As for clothing behavior instruments, items dealing with status symbol and fashion nterest were proved to be satisfactory as a measurement of adult males. Eight factors emerged on clothing acceptance Ⅱ, most of which were representing unappropriate clothing choice for occasion. 2) Demographic variables were significantly related to the adult males' clothing behavior. (1) Age was positively related to clothing conformity but negatively to fashion interest. (2) Socio-economic status was positively related to clothing satisfaction, status symbol, and fashion interest but negatively to clothing confort. (3) When age was controlled, socio-economic status was negatively related to comfort in 40∼50s age group only, and negatively related to clothing conformity in 20∼30s age group only. (4) Four subscales of clothing acceptance Ⅱ representing unappro-priate clothing practice for selected occasions were negatively related to age and/or socio-economic status.

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RHadoop 기반 보건의료 빅데이터 분석의 성능 평가 (Performance Evaluation of Medical Big Data Analysis based on RHadoop)

  • 류우석
    • 한국전자통신학회논문지
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    • 제13권1호
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    • pp.207-212
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    • 2018
  • 빅데이터 시대에 각광받고 있는 데이터 분석 도구인 R은 강력한 통계 분석 기능과 데이터 가시화 기능을 제공함으로 인해 그 사용자를 급속히 넓혀 가고 있다. 오픈소스 기반으로서의 다양한 기능 확장성이 R의 강점인데 반해 규모 확장성이 미흡함으로 인해 대용량 데이터 처리에서의 성능 제약이 발생한다. 이를 보완하기 위한 확장 패키지 중 하나인 RHadoop은 R로 작성된 코드에 대해 하둡 플랫폼 기반 병렬 분산 처리를 지원하므로 데이터 분석 성능을 높일 수 있다. 본 논문에서는 인터넷을 통해 공개되는 실제 보건의료 빅데이터를 이용한 데이터 분석에서 RHadoop을 활용할 때 얻을 수 있는 성능 개선을 평가함으로써 RHadoop의 유효성을 검증한다. 본 연구를 통해 R과 RHadoop에서 국민건강보험 진료내역정보를 각각 분석한 결과 8개의 데이터 노드로 구성된 RHadoop 클러스터가 R과 비교하여 최대 8배 이상 성능을 개선시킬 수 있음을 입증하였다.

정규화된 우세한 기울기 벡터를 기반으로 변형에 강건한 오프라인 필기 순서도 기호인식 알고리즘 (Off-line Handwritten Flowchart Symbol Recognition Algorithm Robust to Variations Based the Normalized Dominant Slope Vector)

  • 이갑섭
    • 한국정보통신학회논문지
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    • 제18권12호
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    • pp.2831-2838
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    • 2014
  • 논문에서는 정규화된 우세한 기울기 벡터들을 기반으로 직선 획들을 추출하고, 직선 획들의 교차영역의 형태와 세기에 의한 변형에 강건한 오프라인 필기 순서도 기호인식 알고리즘을 제안한다. 제안된 알고리즘에서는 먼저 곡선으로만 구성되는 연결기호들을 별도의 특징을 사용하여 인식하고, 직선 획들이 있는 다른 기호들은 정규화된 우세한 기울기 벡터 군집의 최소 외접사각형들을 구하여 직선 획들을 추출하고, 이들 사각형들의 교차영역 형태와 세기를 구하여 순서도 기호를 인식한다. 제안된 알고리즘의 타당성을 확인하기 위하여 컴퓨터 프로그램의 순서도에 주로 사용되는 10종류의 순서도 기호 198개를 취득하여 실험한 결과 99.5%의 인식률을 얻었고, 변형에 강건하게 순서도 기호들이 인식됨을 알 수 있어서 제안된 알고리즘이 오프라인 필기 순서도 기호인식에 매우 효과적임을 확인하였다.

Kano-Timko모델과 컨조인트 분석을 활용한 한국 식품의 이집트 할랄 시장에 진출을 위한 타당성 분석 (Validity Analysis of Korean Food for Launching Halal Market in Egypt Using the Kano-Timko Model with Conjoint Anlaysis)

  • 손영석;이병서;나경수
    • 품질경영학회지
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    • 제47권2호
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    • pp.345-365
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    • 2019
  • Purpose: We consider export of Korea for Muslim population of Cairo residents in Egypt. Product instant cup noodle and yuzu tea are mainly focused on Kano model and Timko's customer satisfaction factor (CS - Coefficient) analysis and conjoint analysis. Methods: Based on the evaluation and conjoint analysis, cluster analysis was additionally applied to further exploratory research as to what kind of population the target customer has. A total of 120 people, each 60 people each, were prosecuted for Muslim women, middle middle class who had over 3,000 Korean won annual income for that study, and in Cairo in August 18. Results: The Kano analysis result Instant cup noodles act as attractive elements for packaging state, cooking method, smell and convenience, and Yuzu tea acted as an attractive element of taste, eating method, raw materials, efficacy, packaging form. Customer satisfaction factor, instant cup noodles, capacity and noodle thickness was a factor of indifference in Kano analysis, but acted as an attractive factor, the way to eat citron tea was classified as a factor of indifference. Conclusion: In the case of instant cup noodles, we first set up the taste of chicken-based soup with high appreciation as a whole, a group that likes chicken-based soup taste and oil noodles for each market segment, a taste of beef based soup And popular group that likes raw noodles Appears that diversification is necessary, and it has been found that it is necessary to develop a product type by hierarchy and marketing with different size priority from group packaging container. In the case of Yuzu tea, it is indispensable to emphasize the efficacy, in particular, energy recovery preference appears high, appealing point matching the needs of energy recovery is necessary, release the citrus fruit as a product without buckwheat in Bisson Ho, the packaging container, The group that likes cups and sticks is different and we found that it is necessary to prepare all two types.

수소 결합한 물 분자에서 OH 신축 진동의 국소모드와 정규모드 (Local and Normal Modes of OH Stretching Vibration in Hydrogen-Bonded Water Molecules)

  • 권세은;양민오
    • 대한화학회지
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    • 제64권6호
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    • pp.350-353
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    • 2020
  • 물 분자내의 OH 신축진동(stretching vibration) 운동을 나타내는 정규모드(normal mode)와 국소모드(local mode) 진동수들을 비교하여 수소결합한 물 분자에 대한 국소모드에 기반한 계산의 타당성을 조사하였다. 물 분자의 단량체, 이합체, 삼량체에 대한 계산을 수행하여 분자 클러스터 크기가 커짐에 따라 국소모드 진동수, 국소모드의 비조화성, 그리고 국소모드와 정규모드 진동수들의 유사성이 어떤 경향성을 보이는지 순이론적 양자화학 계산 방법으로 연구하였다. 단량체에서 삼량체로 분자의 갯수가 증가할수록 OH 결합의 비조화성은 증가하며 국소모드와 정규모드 진동수 간의 차이는 줄어드는 것으로 나타났다. 따라서, 응축상에 존재하는 물 분자들의 OH 신축 진동수의 이론적 계산은 비조화성을 쉽게 다룰 수 있는 국소모드에 기반한 방식이 적절할 수 있음을 확인하였다.