• 제목/요약/키워드: Shape Average

검색결과 1,542건 처리시간 0.028초

Content-based image retrieval using a fusion of global and local features

  • Hee Hyung Bu;Nam Chul Kim;Sung Ho Kim
    • ETRI Journal
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    • 제45권3호
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    • pp.505-517
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    • 2023
  • Color, texture, and shape act as important information for images in human recognition. For content-based image retrieval, many studies have combined color, texture, and shape features to improve the retrieval performance. However, there have not been many powerful methods for combining all color, texture, and shape features. This study proposes a content-based image retrieval method that uses the combined local and global features of color, texture, and shape. The color features are extracted from the color autocorrelogram; the texture features are extracted from the magnitude of a complete local binary pattern and the Gabor local correlation revealing local image characteristics; and the shape features are extracted from singular value decomposition that reflects global image characteristics. In this work, an experiment is performed to compare the proposed method with those that use our partial features and some existing techniques. The results show an average precision that is 19.60% higher than those of existing methods and 9.09% higher than those of recent ones. In conclusion, our proposed method is superior over other methods in terms of retrieval performance.

3차원 인체 스캔 데이터를 활용한 중년 남성 정면 비대칭 체형 특성 분석 (Analysis of Middle-aged Men's Frontal Body Shape Asymmetry using 3D Body Scan Data)

  • 이민선;김동은
    • 한국의류학회지
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    • 제47권3호
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    • pp.511-530
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    • 2023
  • This study aims to analyze middle-aged men's frontal body shape asymmetry by measuring the left and right body dimensions and angles of 388 middle-aged men aged 40 to 59 using 3D body scan data and comparing the measured values. The study also compares the measured values of width, height, and angle and their relationships using Size Korea's anthropometric measurement and posture index of the New York Posture Rating Scale. The results confirm that the asymmetric shape characteristics of the upper and lower body appear differently. In addition, the asymmetrical characteristics between the upper and lower body differed, indicating that the close parts of the body affect each other. Similar to the difference in the left and right frontal body shapes and the average angle distribution, the asymmetrical upper and lower body characteristics also are found to be dissimilar when the correlations are examined. In contrast, there is no asymmetry in the width, height, and angle considering the age and BMI groups. Finally, the study classifies three body types and identifies their asymmetric characteristics. Overall, this study contributes primary data for further research on pattern production for asymmetric and unique body types and the development of customized apparel products.

30대 여성 유방형태 분류에 관한 연구 (A Study on Classification of Breast Shapes for Women in Their 30s)

  • 김효숙;김지민
    • 복식
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    • 제64권4호
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    • pp.106-117
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    • 2014
  • The purpose of this study is to provide basic information for the development of well-fitting and comfortable brassieres for women in their 30s, based on the classification of breast shapes by utilizing 3D body measurement data of women in the age group. The result of processing the measurements from the 3D body scan data through RapidForm 2006 shows that while the vertical body measurements decrease, the horizontal measurements, which indicates the degree of obesity, increase proportionally with age. Also, the relevant measurements for upper breasts increase proportionally with age, while the measurements for lower part of the breasts decrease as the degree of sagging increases. Four composition factors of the breasts were identified through the factor analysis: Factor 1 is the level of volume in the breasts and the surrounding area; Factor 2 is the position of nipples and the shape of upper part of breasts; Factor 3 is the position and vertical length of the breasts; Factor 4 is the shape of lower part of breasts; and Factor 5 is the shape of inner part of breasts and degree of width between both breasts. The breasts have been categorized into three distinctive shapes: Breast Shape 1, Breast Shape 2 and Breast Shape 3. According to the results of the cluster analysis, the largest percentage (36.68%) of women in their 30s falls into the category of Breast Shape 2 with small volume and flat upper breasts, followed by Breast Shape 1 (32.66%) with large volume in the upper and lower parts of breasts, and large side to side area, and Breast Shape 3 (30.65%) with average volume and width between breasts.

오디용 뽕나무 시설재배 수형별 뽕잎생산량과 누에 사육량 분석 (Analysis of Mulberry Leaves Yields and Amount of Silkworms raising in the Mulberry Tree-shape of Vinyl-house)

  • 김동완;문형철;김은지;김정만
    • 한국유기농업학회지
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    • 제23권4호
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    • pp.757-766
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    • 2015
  • 본 연구는 오디수확 후 버려지는 뽕잎을 이용하여 누에를 사육할 경우 추가 소득을 올릴 수 있다는 점을 고려하여 시설하우스 내 오디용 뽕나무 유인방법별 오디수확 후 뽕잎생산량과 적정누에 사육량을 구명하기 위하여 수행하였다. 먼저 오디용 뽕나무 수형별 뽕잎생산량을 조사한 결과, 뽕나무 1주당 관행은 4.75 kg 생산되는데 비해 T자형은 7.07 kg, Y자형은 6.55 kg으로 각각 49%와 38% 더 생산되었다. 그리고 오디용 뽕나무 시설재배에서 생산되는 뽕잎으로 누에 1상자를 사육할 때 소요되는 뽕잎량은 평균 302 kg으로 분석되었다. 한편 대부분 농가에서 선호하는 5령 3일 누에를 기준으로 오디용 뽕나무 시설재배 수형별 누에사육량을 분석한 결과, 10 a당 생산되는 뽕잎으로 관행 3.24 상자인 반면, T자형 4.17상자, Y자형은 3.83 상자였으며, 평균 3.74 상자 사육 가능한 것으로 분석되었다.

활동적 형태 모델을 이용한 유해영상 탐지 (Active Shape Model-based Objectionable Image Detection)

  • 장석우;주성일;김계영
    • 인터넷정보학회논문지
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    • 제10권5호
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    • pp.183-194
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    • 2009
  • 본 논문에서는 인터넷상에 업로드되는 음란 영상물을 차단하기 위해 활동적 형태 모델(active shape model)을 이용한 유해 영상 탐지 방법을 제안한다. 본 논문에서는 활동적 형태 모델을 이용하여 가슴선의 형태를 주성분 분석(Principle Component Analysis)과 정렬을 통해서 학습하고, 각 제어점에 대응하는 화소값 분포를 학습한다. 그리고 학습된 형태와 화소값 분포를 이용하여 가슴선을 찾는다. 본 논문에서는 형태 모델의 초기 위치를 정확하게 선택하기 위해 스케일, 회전, 이동에 관한 파라미터를 추출한다. 이 정보를 획득하기 위해서 본 논문에서는 유두 부분의 위치를 찾고, 유두 위치로부터 모든 방향으로 방사하여 후보 가슴선을 찾는다. 이와 같이 검출한 가슴선 정보를 이용하여 스케일과 회전 값을 찾아 평균 형태(mean shape)를 위치시키고, 활동적 형태 모델을 반복적으로 탐색한다. 최종적으로 수렴한 형태의 제어점(landmark)과 후보 가슴선과의 거리 평균을 계산하여 유해영상의 유무를 판단한다.

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신발류 이지오더 Prototype 개발을 위한 청소년의 발의 형태 분류 (The Classification of Foot Types of Junior High School Boys for the Development of Shoes' Easy-Order Prototype)

  • 임지영;최성원
    • 한국의류산업학회지
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    • 제7권5호
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    • pp.535-541
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    • 2005
  • The health of feet is connected with individual's health and affects a man's activity. Shoes need to be designed to protect feet and to absorb the impact of land. In order to choose suitable shoes for feet, the foot size and shape must be considered, so it is essential to grasp the exact size and shape of the foot. This study aims to present fundamental data on shoes' easy order prototype development for choosing shoes of good wearing comfort, by classifying feet size and shape junior high school boys in the early adolescent period. The subject were 234 Korean junior high school boys age from 14 to 16 years old. The subjects were directly measured anthropometrically and indirectly analyzed photographically. 6 factors were extracted through factor analysis and those factors comprised 79.42% of total variance. The factors characterizing foot girth and width, foot length, foot height, foot shape around the fifth toes, angle of foot breadth and foot shape around the first toes. 3 clusters as their foot shape were categorized using 6 factor scores by cluster analysis. Type 1 was characterized by long large foot with deformed first toe. Type 2 had smaller in foot girth, width and length than other types and with deformed fifth toe. Type 3 had average size and high foot shape. Shoes prototype which is to be developed later on will be able to generate 2D flattening in the foot sole form. Therefore, it would be a great support in producing and choosing appropriate shoes if forms are classified by subdividing foot form classification and extract a factor which shows only the foot sole shape.

여자 중학생의 발의 형태분류에 따른 유형별 특성 분석 (Analysis of Foot Characteristics According to the Classification of Foot Types of Junior High School Girls)

  • 임지영
    • 한국의류산업학회지
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    • 제9권3호
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    • pp.319-326
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    • 2007
  • The health of feet is connected with individual's health and affects a man's activity. Shoes need to be designed to protect feet and to absorb the impact of land. In order to choose suitable shoes for feet, the foot size and shape must be considered, so it is essential to grasp the exact size and shape of the foot. This study aims to present fundamental data on shoes' easy order prototype development for choosing shoes of good wearing comfort, by classifying feet size and shape junior high school boys in the early adolescent period. The subject were 217 Korean junior high school girls in age from 14 to 16 years old. The subjects were directly measured anthropometrically and indirectly analyzed photographically. 7 factors were extracted through factor analysis and those factors comprised 78.59% of total variance. The factors were characterized foot length, foot girth and width, foot shape around the fifth toes, foot shape around the first toes, angle of foot breadth, foot height, and foot length of upper foot. 3 clusters as their foot shape were categorized using 7 factor scores by cluster analysis. Type 1 had smaller in foot girth, width and length than other types and with deformed fifth toe. Type 2 had average size and high foot shape. Type 3 was characterized by long large foot with deformed first toe. The results would be a great support in producing and choosing appropriate shoes if forms are classified by subdividing foot form classification and extract a factor which shows only the foot sole shape.

국내 육성 조생종 벼 품종들에 대한 등숙기 고온내성 평가 (Evaluation on Early-maturing Korean Japonica Cultivars for High-temperature Tolerance during Grain Filling Stage)

  • 조성우;정지웅;강경호;김현순;김보경
    • 한국작물학회지
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    • 제60권2호
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    • pp.146-152
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    • 2015
  • 본 연구는 국내 조생종 벼 품종들과 농촌진흥청 국립식량과학원에서 육성된 자포니카(Oryza sativa L. ssp. Japonica)의 조생 다수성 품종인 남일 돌연변이 계통인 중모1024의 등숙기 고온내성을 비교 평가하여 등숙기 고온내성의 기초자료를 얻고자 수행하였다. 본 연구를 통하여 국내 조생종벼 품종들 중 대봉, 운광, 및 만안과 돌연변이 계통인 중모 1024가 고온에서 상대적으로 양호한 고온내성을 가지고 있는 것으로 평가되었으며. 특히 중모1024는 다른 공시품종들에 비하여 상당히 양호한 고온내성을 가진 것으로 평가되었다. 본 연구의 주요 결과는 등숙기간 동안 고온에 의하여 현미의 길이와 너비가 감소하였으며, 현미 너비의 감소율이 현미 길이의 감소율에 비하여 평균 4배 이상 높았다. 이러한 결과로 보아, 등숙기간 동안 고온에 의하여 현미의 길이보다는 너비가 더 많은 영향을 받는다고 사료된다. 등숙기간 동안 고온에 의해 가장 문제가 되는 완전미율과 미숙립율을 공시품종들간 비교 평가한 결과, 상대적으로 중모 1024, 태봉, 운광 및 만안이 고온에서 높은 현미완전미율을 보였으며, 상대적으로 적온에서 낮은 현미완전미율을 보인 품종들이 상대적으로 고온에 의한 현미완전미율 감소율이 적온에서 높은 현미완전미율을 보인 품종들에 비해 낮았다. 또한, 다른 공시품종들에 비하여 고온내성이 양호한 중모 1024는 고온에서도 좋은 쌀 외관품위와 안정적 수확성 향상을 위한 육종모재로서 유용형질을 교배를 통해 고품질 벼의 보완을 위해 이전할 수 있는 것이 용이할 것으로 사료된다.

치과 CAD/CAM 가공용 합금블럭 제조 및 특성 관찰 (A manufacturing process and characteristic observation of alloy blocks for dental CAD/CAM system)

  • 김치영
    • 대한치과기공학회지
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    • 제40권3호
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    • pp.125-131
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    • 2018
  • Purpose: Automatic dental prosthesis manufacturing process was accelerated by the spread of dental CAD / CAM system. The CAD / CAM system with milling alloys were needed supplement. So, sintered alloy blocks were introduced. In this study, we want to study sintered alloy block. And to evaluate the alloy block manufacture and alloy properties. Methods: The alloy powders were prepared by high pressure water dispersion method. The sintered alloy blocks were prepared by low temperature pressing method. Their components observation were EDX, and the alloy structure was observed by XRD. Results: Co-Cr alloy powders were observed to have a circle shape with an average diameter of about $100{\mu}m$ and a Ni-Cr alloy powder had a circle shape with an average diameter of about $50{\mu}m$. The Co-Cr alloy block is composed of Co (34.62 wt%), Cr (17.33 wt%), Mo (2.98 wt%), Si (0.36 wt%) and C (44.17 wt%). The Ni-Cr alloy powder was composed of Ni (40.29 wt%), Cr (19.37 wt%), Mo (3.53 wt%), Si (0.52 wt%) and C (33.18 wt%). The peak of the Co and CoCr peaks were observed in the CoCr alloy body by the means of XRD study. Cr2Ni3 of the peak was observed in the Ni-Cr alloy material. Conclusion : As a result, the following conclusions were obtained. 1. Prepared by high-pressure water-law Co-Cr alloy powder has an average diameter $100{\mu}m$, Ni-Cr alloy powder was found to have the form of sphere having an average diameter $50{\mu}m$. 2. Co-Cr alloy and Ni-Cr alloy block produced by low-temperature processing showed a certain ratio. 3. In the XRD study, Co phase appeared in Co-Cr alloy block after sintering. and Cr2Ni3 phase appeared in Ni-Cr alloy block after sintering.

객체기반 부호화에서 혼합형 부호화방식을 이용한 MF(Model Failure) 객체의 색신호 부호화 (Color coding of MF(model failure) object using hybrid coding method in object based coding)

  • 김동하;이지훈;고성제;이태원
    • 전자공학회논문지S
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    • 제34S권5호
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    • pp.45-51
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    • 1997
  • To trnsmit moving image signals by using an object vased coding technique at the rate of 8kbps~11kbps, it is very important to minimize the bit rates used for the compression of the color information of MF-objects. This paper proposes a hybrid coding method which uses the shpae adaptive coding method and the interframe reference method selectively. Gilge's shape adaptive orthogonal coidng method is utilized for shpae adaptive coding. The interfarame reference method approximates the low-passed signals of the image by gilge's shpae adaptive orthogonalization method and then refers the approximation error signals from the high frequency signal components of th eprevious frame. The proposed method achives the bit rates reduction of 17% compared to the gilge's shape adaptive orthogonalization method and 30% rduction compared to the shape adaptive DCT in average.

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