• 제목/요약/키워드: statistical shape analysis

검색결과 408건 처리시간 0.028초

세라믹스의 피로수명에 대한 통계적 분석 (Statistical Analysis for Fatigue Lifetime of Ceramics)

  • 박성은;김성욱;이홍림
    • 한국세라믹학회지
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    • 제34권9호
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    • pp.927-934
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    • 1997
  • Static and cyclic fatigue tests were carried out for alumina specimen to study the statistical analyses (normal, lognormal and Weibull distribution) of fatigue lifetime data and nominal initial crack length data. Fatigue lifetime data followed Weibull distribution better than normal or lognormal distribution, for the shape parameter of the notched specimen was larger than that of the unnotched specimen. The nominal initial crack length data obtained from fatigue lifetime followed the lognormal and Weibull distribution better than normal distribution, for the coefficient of variation of the unnotched specimen was larger than that of the notched specimen, and shape parameter of unnotched specimen was smaller than that of the notched specimen.

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웨이블릿을 이용한 계층적 능동형태모델 기반 비디오 추적기술 (Hierarchical active shape model-based video object tracking using wavelet transform)

  • 기현종;;정정훈;신정호;백준기
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2003년도 신호처리소사이어티 추계학술대회 논문집
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    • pp.161-164
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    • 2003
  • This paper proposes a hierarchical approach to active shape model using wavelet transform. The proposed algorithm allows us to use both global shape characteristics and finer details for model deformation. The statistical properties of the wavelet transform of a deformable model are analyzed by principal component analysis and used as priors in the contour's deformation.

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사춘기 소녀용 브래지어 개발을 위한 흉부 형태 분석에 관한 연구 (A Study on Breast Shape Analysis for Developing Brassiere of the Girls at Adolescence)

  • 이경화;임정란
    • 복식
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    • 제40권
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    • pp.81-93
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    • 1998
  • It is necessary to research shape of the breast of girls at adolescence for developing well-fit brassiers. 313 participants reside in Chonju and Kunsan were gathered for body measurement. The conclusion of this study can be summarized as follows. 1) The Analysis of Body Shape by Measurement. Comparing Age GroupⅠ(aged 10 to 12)' measurement with Age GroupⅡ(aged 13 to 15)', Each items has statistical significance. Two groups differed in the length, girth, depth, width items. 2) Factor Analysis of Body Measurement (1) Age GroupⅠ'characteristics were categorized Three Factor : Breast size and breast apex length. Breast volume, Length of the Breast part. (2) Age GroupⅡ' characteristics consist of four factors, which are named as breast size and its jut (first factor), breast volume (second factor), contour of breast profile & its jut (third factor), shoulder length (fourth factor). 3) Characteristics of Breast Shape. (1) Breast shapes of Age GroupⅠ are classified into three types. Types 1 is a protruded and more voluminous shape. Type 2 is the most voluminous and breast fatness is highest. Type 3 is the smallest and flat shape growing now. (2) Breast shapes of Age GroupⅡ are also classified into three types. Type 1 is the longest in length and middle in fatness, voluminous in size. Type 2 is the smallest in stature and the slimmest in fatness in breast shape. Type 3 is middle in length, the fattest and the most voluminous in breast.

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산 및 알칼리 용액에 부식된 SiC의 기계적 특성에 대한 와이블 통계 해석 (Weibull Statistical Analysis on the Mechanical Properties of SiC by Immersion in Acidic and Alkaline Solutions)

  • 안석환;정상철;남기우
    • 대한기계학회논문집A
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    • 제40권9호
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    • pp.767-773
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    • 2016
  • 산 및 알칼리 용액 속에 침지한 SiC 세라믹의 기계적 특성은 와이블 통계로 해석하였다. 시험편은 1373K에서 열처리를 행하였다. SiC의 부식은 KSL1607 방법에 의한 산 및 알칼리 용액 속에서 수행하였다. 부식된 균열치유재의 굽힘 강도는 부식되지 않은 균열치유재의 굽힘강도보다 산 및 알칼리 용액 속에서 각각 47% 및 70% 감소하였다. SiC 세라믹의 부식은 산 용액 속에서보다 알칼리 용액 속에서 더 빨랐다. 척도 파라미터 및 형상 파라미터는 모재와 부식재에서 평가하였다. 산 및 알칼리 용액에서 부식된 모재의 형상 파라미터는 산용액에서 크게 나타났다. 그러나 열처리재는 산용액에서 크게, 알칼리 용액에서 작게 나타났다. 모재 및 열처리재의 척도 파라미터는 산 및 알칼리 용액에서 모두 작게 나타났다.

통계적 형상분석을 이용한 엑셀 방사형 차트의 분류와 판별 (Classification and discrimination of excel radial charts using the statistical shape analysis)

  • 이승언;김준홍;최연석;최용석
    • 응용통계연구
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    • 제37권1호
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    • pp.73-86
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    • 2024
  • 평가지표와 같은 수치형 자료의 경우 수치 형태보다 엑셀(Excel)의 방사형 차트 형태로 나타내 시각적으로 표현하면 정보 전달에 더욱 효과적일 것이다. 그러나 개체가 많은 경우 시각적으로 판별하거나 분류하는 것이 쉽지 않다. 이럴 경우 각 개체에 대해 방사형 차트를 이용하여 형상화 시킨 후, 형상의 정보를 대표할 수 있는 형상점을 찾고 형상좌표로 변환해 형상분석을 적용하여 분류 및 판별하는 방법을 알아보고자 한다. 형상분석을 이용하기 위해 주로 분석자의 주관으로 형상점을 얻고 임의의 좌표공간을 생성시켜 좌표를 얻곤 했다. 방사형 차트는 해당 개체의 특징을 나타내는 변수의 개수만큼 형상점이 생기게 되고 이를 선으로 이은 것은 하나의 형상으로 여겨진다. 따라서 중심을 원점으로 두고 2차원 공간으로 정의를 내린 후, X축과 각 특징을 나타내는 축이 이루는 각에 대해 삼각함수를 적용해 형상좌표를 추출해낸다. 변수의 개수가 많아 형상의 모양이 복잡해질 경우 방사형 차트를 이용해 시각화하더라도 쉽게 파악하기 어렵다. 독립성을 보장할 수 없는 변수들에 대해 주성분 분석(PCA)을 실시하여 시각적으로 효과적인 형상을 만든다. PCA를 실시하기 전과 후의 형상에 대해 전통적 판별분석, 서포트벡터머신(support vector machine; SVM), 인공신경망(artificial neural network; ANN)의 기법을 적용시켜 분류표와 분류율을 확인한다. 또한 GPA (generalized procrustes analysis) 적합좌표, 북스테인좌표 2가지 좌표에 대한 판별의 차이를 비교한다. 북스테인좌표의 경우 기저 형상점을 중심으로 형상의 위치와 회전, 척도를 변환한 좌표로써, 분류율에 대해 GPA 형상좌표보다 더 높은 결과를 보이고 있다. 북스테인좌표의 경우 여러 군집 간의 형상을 비교하는데 유용하게 활용된다.

청소년 후기 여학생의 체형 유형화 분석 (Analysis of female student's body shape of the late adolescent)

  • 전성연;차수정
    • 복식문화연구
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    • 제26권1호
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    • pp.95-108
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    • 2018
  • This study analyzed the body shape of the body of 17~19 years old female students using the SPSS 20.0 statistical program according to the 7th Korea Human Body Survey. Factor analysis was based on six factors including body size, body height, shoulder length, and width, upper body length, hip length, and shoulder inclination related factors. Through this cluster analysis, the body shape of late adolescent female student was classified into four types. Body type 1 was the highest body height factor, and the upper body length and the hip length factor were lower. It was analyzed as 'Long leg in the body'. Body type 2 is the 'narrow shoulder skinny type' with high hip and shoulder slope factors and low body size, body height, shoulder length, and width factor. Body type 3 showed body size, shoulder length, height and hip length factor, and body height factor was rather low 'low hip obese body shape'. Body type 4 was analyzed as 'lower shoulder long upper body type' with higher upper body length factor and lower body size and shoulder slope factor. It is thought that when the pattern is made, it is possible to produce excellent patterns by fitting the dimensions of the body, as well as the dimensions of the shoulder width, the slope, and the hip length.

상완부 및 진동형태에 관한 연구 (A Study on the Shape of the Upper Arm and the Armscye Line)

  • 김순분
    • 복식
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    • 제30권
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    • pp.201-210
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    • 1996
  • The perpose of this study is to compare and to analyze the characters of the shape of up-per arm and armscye line between young and aged women. The subjects were measured with the Mar-tin's anthropometer and with free curve ruler. 10 items in the shape of upper arm were measured and 16 items in the shape of armscye line measured indirectly based on the measured shape taken from the subjects with free curve ruler and both date were analyzed. Mean standard deviation f-test factor analysis were performed for the statistical analysis of the date. The main results were as follows: 1) The shape of the upper arm is long and narrow in youg women compared with aged. 2) The length of the axilla of the aged women were longer than that of young women. 3) There are significant differences young and aged women on the shape of armscye line. THe length of from the front point of axilla to shoulder point width and depth of the shape of the armscye line length of axilla of aged women were longer than that of young. but the length of from the back point of axilla to shoulder point of yyoung women was longer than aged. 4.) The front point of axilla was existed lower than back point of axilla in aged women while front point of axilla was existed higher than the back point in young. 5) Through the factor analysis two factors were obtained from the shape of the upper arm and five factors from the shape on armmscye line in both groups. Factor compornents in the shape of the up per arm were length width and girth of that and in the shape of the armscye line were width and length of upper and lower back and front part of the shape of the armscye line depth of the axilla. he items in the same factor were resemble each other between two groups.

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Use of Crown Feature Analysis to Separate the Two Pine Species in QuickBird Imagery

  • Kim, Cheon
    • 대한원격탐사학회지
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    • 제24권3호
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    • pp.267-272
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    • 2008
  • Tree species-specific estimates with spacebome high-resolution imagery improve estimation of forest biomass which is needed to predict the long term planning for the sustainable forest management(SFM). This paper is a contribution to develop crown distinguishing coniferous species, Pinus densiflora and Pinus koraiensis, from QuickBird imagery. The proposed feature analysis derived from shape parameters and first and second-order statistical texture features of the same test area were compared for the two species separation and delineation. As expected, initial studies have shown that both formfactor and compactness shape parameters provided the successful differentiating method between the pine species within the compartment for single crown identification from spaceborne high resolution imagery. Another result revealed that the selected texture parameters - the mean, variance, angular second moment(ASM) - in the infrared band image could produce good subset combination of texture features for representing detailed tree crown outline.

얼굴의 조형적 특성에 따른 유형 분석 (An Analysis According to the Shape on Formative Attributes of a Face)

  • 김애경;이경희
    • 한국의류산업학회지
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    • 제7권6호
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    • pp.650-656
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    • 2005
  • The objective of this study is to analyze the formative attributes of face by measuring the shape and features of face. The faces of women in 20's were taken by digital camera and measured, then it has conducted a statistical analysis using a SPSS for factor analysis, correlation and cluster analysis. The findings are that it is consisted of six(6) different factors and it is responsible for 73.93%. In Factor 1 and Factor 2, it has explained the most significant factor to determine the shape of face. The result on cluster analysis is that it is classified into 5 groups and it is as follows. Attributes of each group is that Group 1 has a wide and long forehead, small and longish chin-line and chubby cheeks that represent polished and modern images, while Group 2 has small and longish forehead and chin-line that represent classical and mature images. On the other hand, Group 3 has a narrow forehead, small and longish chin-line and upward-style eyebrows that represents provocative images, whereas Group 4 has a shaped style that represent intellectual images and Group 5 has small and longish forehead and chin-line and cheekbones that represent polished and cute images.

PCB의 3차원 검사 (3D Inspection of Printed Circuit Boards)

  • 조홍주;박현우;이준재
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2003년도 하계종합학술대회 논문집 Ⅳ
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    • pp.2375-2378
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    • 2003
  • In manufacture of printed circuit boards, one important issue is precisely to measure the three-dimensional shape of the solder paste silk-screened prior to direct surface mounting of chips. This paper presents the 3D shape reconstruction of solder paste using the optical triangulation method based on structured light or slit beam and the measurement algorithm for height, volume. area, and coplanarity on component pads from the 3D range image. Futhermore, statistical process control function is incorporated for process capability analysis.

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