• Title/Summary/Keyword: Body Shape

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Customization using Anthropometric Data Deep Learning Model-Based Beauty Service System

  • Wu, Zhenzhen;Lim, Byeongyeon;Jung, Hoekyung
    • Journal of information and communication convergence engineering
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    • v.19 no.2
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    • pp.73-78
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    • 2021
  • As interest in beauty has increased, various studies have been conducted, and related companies have considered the anthropometric data handled between humans and interfaces as an important factor. However, owing to the nature of 3D human body scanners used to extract anthropometric data, it is difficult to accurately analyze a user's body shape until a service is provided because the user only scans and extracts data. To solve this problem, the body shape of several users was analyzed, and the collected anthropometric data were obtained using a 3D human body scanner. After processing the extracted data and the anthropometric data, a custom deep learning model was designed, the designed model was learned, and the user's body shape information was predicted to provide a service suitable for the body shape. Through this approach, it is expected that the user's body shape information can be predicted using a 3D human body scanner, based upon which a beauty service can be provide.

Analysis of body shape and anthropometric measurements of US middle-aged women using 3D body scan data

  • Kim, Dong-Eun
    • The Research Journal of the Costume Culture
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    • v.23 no.4
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    • pp.726-736
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    • 2015
  • The apparel industry has recently been recognizing the important target market of middle-aged women. The aim of this study was to examine the anthropometric characteristics of US women of 46 to 65 years of age and identify distinctive body shape characteristics of US middle-aged women. A total of 1915 middle-aged women whose ages ranged from 46 to 65 were selected from the SizeUSA database. The age range was divided into two groups: 46-55 and 56-65. Twenty-four body measurements important for apparel development were chosen. Four factors-Girth Factor, Height Factor, Hip Drop Factor, and Bust Drop Factor-accounted for the US middle-aged women's body measurements. The body shapes were classified into four body shapes, which were Y-Shape in the overweight range, S-Shape in the overweight range, H-Shape in the overweight range, and the A-Shape in obese range. H-Shape, which was the least-defined waist in relation to the bust and hips with a short height, existed more in older middle-aged women than in younger middle-aged women. Y-Shape, S-Shape, and A-Shape existed more in the group of younger middle-aged women than in the group of older middle-aged women. In addition, compared with the younger middle-aged women, older middle-aged women had narrower shoulders, a larger waist, thinner legs, and a longer distance between side neck to bust point. The findings from the current study may be applied in the apparel industry for developing clothing sizing systems for US middle-aged women.

A Study on the Measurement of the Breast Shape on Living Body by Using a PMP Moire Method (가슴형상 측정을 위한 PMP Moire 방법 활용)

  • Lee, Ga-Na;Yuk, Keun-Cheol;Kim, Byeong-Mee
    • Journal of the Korea Fashion and Costume Design Association
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    • v.11 no.2
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    • pp.11-21
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    • 2009
  • Recently, as custom-made demand about female underwear is increased, securing of a various dimension system is urgent, and satisfaction of each customer cannot be heightened with established dimensions. If we could measure shape of a living body with a fast and simple method, the custom-made demand of customers could be satisfied in the underwear as well as a clothing industry by using the method. One of the alternatives is shape measurement of the living body by a Moire fringe method. If we put a grating in front of an object to be measured and illuminate light, a Moire fringe with contour line shape is generated in the object, so we can conveniently measure object shape without touching directly by using the pattern. The Moire fringe and three-dimensional shape of the breast of the living body was acquired by a PMP method using a polygon mirror, and height and bottom width of the breast of the living body were measured by using obtained data in this study. Data of breast shape measurement through a mannequin was collected in a previous step as basic material for measuring the breast shape measurement of the living body. Three women in the twenties were selected as one of methods for measuring breast shape of a woman. As a result of the breast shape measurement of a living body A, it was measured that height of the breast was about 67.24mm and the bottom width was $13781.60mm^2$. This study is expected to contribute for collecting basic data of a female underwear industry and establishing a specification of a dimension system.

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A Study of the Relationship between the Eating Attitude Influenced by Eating DDisorder and Body Shape, Nutritional Knowledge among Female College Students in Won Ju Province (원주지역 여대생들의 이상식이습관과 관련된 식행동과 체형, 영양지식과의 관련성)

  • 원향례
    • Korean Journal of Community Nutrition
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    • v.3 no.2
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    • pp.308-316
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    • 1998
  • This study was made to find out the relationship between the eating attitude influenced by an eating disorder and nutritional knowledge among 441 female college students. A self-report questionnaire was used, and the summary of the results are as follows : Almost all of the surveyed female college students were in criteria of standard weight, however they regard themselves more obese than what their actual body shape normally shows. The correlation between perceived body shape and the eating attitude influenced by an eating disorder turned out to be high(p<0.001). The significant level of correlation between the perceived body shape and the eating attitude test-26(EAT-26) scores showed much higher than that obtained between actual shape, degree of obesity and eating attitude test-26(EAT 26) scores(p<0.001). There was no significant level of correlation between the defree of obesity and the average score of nutritional knowledge obtained out of the total questionnaire, however it showed significant level of correlation between macronutrient and roughage(p<0.05), fat and calorie requirement(p<0.01). There was significant correlation among perceived body shape, actual weight and eating attitude influenced. by an eating disorder. Thus the correct perception of body shape turned out to be an important factor in obtaining the desirable eating attitude and adequate nutritional knowldege.

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Unveiling the Unconscious Mindset about the Ideal Body -Suggestions for Fashion Education

  • Jung Soo Lee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.47 no.3
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    • pp.409-424
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    • 2023
  • This study aimed to reveal prospective fashion designers' predominant perceptions regarding the ideal body size and shape and to suggest an educational guideline for the design process. Sketch tasks and surveys involving the college students in a fashion design department were conducted over the course of a year. A total of 113 participants designed a white cotton shirt for women in their 30s and 40s. Immediately after the sketching task, the participants answered survey questions on the specific body sizes and shapes they had been picturing. According to the results, the participants designed shirts for a medium-sized, hourglass body shape. As the percentage of women in their 30s and 40s with an hourglass shape is low, a discrepancy exists between the ideal design and the body of the actual consumer. Furthermore, 55% of the participants indicated that they would change the design for a woman with a different body shape. The majority of the participants agreed that understanding the body shape and size is important when initiating ideas. These findings can help educators understand the importance of improving designers' awareness of various body sizes and shapes; they also suggest new directions for fashion design education.

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

  • Minseon Lee;Dong-Eun Kim
    • Journal of the Korean Society of Clothing and Textiles
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    • v.47 no.3
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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.

Internalization of the Sociocultural Attitudes, Body Shape Satisfaction, Anger and Eating Attitudes in College Women (여대생의 외모에 대한 사회문화적 가치 내재화, 체형만족도, 분노 및 식이태도에 관한 연구)

  • Choi, Myung-Sook;Cheon, Suk-Hee
    • Women's Health Nursing
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    • v.13 no.4
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    • pp.327-335
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    • 2007
  • Purpose: The descriptive study was designed to examine the relationship of eating attitudes to the internalization of sociocultural attitudes, body shape satisfaction, anger and anger expression in college women. Method: 247 women were recruited from one college located in Seoul, Korea. The instruments used were the Internalization subscale of SATAQ-3R, BSQ for body shape satisfaction, Spielberger's state trait anger expression inventory-Korean version for anger and anger expression, and the Eating Attitude Test(EAT-26) for eating attitudes. Results: The score of EAT significantly correlated with internalization, state anger, body shape satisfaction, and anger expression except trait anger. The significant predictors of eating attitudes in college women were body shape satisfaction and anger expression, explaining 55% of the variance in eating attitudes. Conclusion: This study showed that body shape satisfaction is an important predictor for an eating disorder. Therefore, various programs for cognitive changes correcting the understanding about body and weight need to be developed in the future.

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Various Men's Body Shapes and Drops for Developing Menswear Sizing Systems in the United States

  • HwangShin, Su-Jeong;Istook, Cynthia L.;Lee, Jin-Hee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.35 no.12
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    • pp.1454-1465
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    • 2011
  • Menswear body types are often labeled on garments (to indicate how the garments are designed to fit) with indicators of a size category such as regular, portly, and stout, athletic, or big and tall. A drop (relationships between the chest and waist girths) is related to the fit of a tailored suit. However, current standards are not designed for various drops or body types. There is not enough information of categorizing men's body shapes for the apparel sizing systems. In this article, a set of men's data from SizeUSA sizing survey was analyzed to investigate men's body shapes and drops. Factor analysis and a cluster analysis method were used to categorize men's body shapes. In the results, twenty-five variables were selected through the factor analysis and found four factors: girth factor, height factor, torso girth factor, and slope degree factor. According to the factor and cluster analysis, various body shapes were found: Slim Shape (SS - tall ectomorphy), Heavy Shape (HS - athletic, big & tall, endomorphy and mesomorphy), Slant Inverted Triangle Shape (SITS - regular, slight ectomorphy and slight mesomorphy weight range from normal to slightly overweight), Short Round Top Shape (SRTS - portly and stout, endomorphy). Body shapes were related to fitting categories. SS and HS were related to big & tall fitting category. SITS was related to regular. SRTS was related to portly and stout. Shape 1 (31%) and Shape 2 (26%) were related to current big & tall category. Shape 3 (34%) were related to regular. Shape 4 (9%) were in portly and stout category. ASTM D 6240 standard was the only available standard that presented a regular fitting category. Various drops were found within a same chest size group; however, this study revealed great variances of drops by body shape.

Body Shape Satisfaction, Nutrition Knowledge, Dietary Habits, and Weight Control Attitude of Korean High School Students (제주지역 고등학생의 체형만족도에 따른 영양지식, 식습관 및 체중조절 실태 분석)

  • Jwa, Hea-Jin;Chae, In-Sook
    • Journal of the Korean Society of Food Culture
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    • v.23 no.6
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    • pp.820-833
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    • 2008
  • The study analyzed the body shape perception, weight control attitude, nutrition knowledge, and dietary habits of 529 high school students in Jeju surveyed from January 14-18, 2008 according to students' body shape satisfaction, with the aim of providing basic nutritional education data to aid in appropriate weight control for high school students. The data were analyzed by descriptive analysis, T-test, Chi-square test, ANOVA, and Pearson's correlation coefficients, using the SPSS Win 12.0 program. The body mass index (BMI) of subjects was in the normal range. With regard to weight distribution, 59.4% of subjects showed normal weight and girls were significantly more underweight than boys. More girls considered themselves to be fatter than boys and tended to be increasingly dissatisfied with their body shape. Both boys and girls were more interested in weight control for obesity and were significantly less satisfied with their body shape. Efforts at weight control and reduction had occurred significantly more often for girls than for boys. Dietary attitude scores were significantly higher in girls than boys. BMI positively correlated to weight control concern and nutrition knowledge positively correlated to dietary attitude. BMI negatively correlated to the body shape satisfaction, which in turn negatively correlated to food ingestion disorders. Therefore, it is necessary to develop a systematic nutrition educational program that can induce changes in dietary behavior and increase accurate perception and satisfaction of body shape.

A Study on Obesity Index, Body Shape Satisfaction and Body Shape Esteem according to Weight Perception in Elementary Students (초등학생의 체형지각에 따른 비만도와 체형만족도 및 체형존중감에 관한 연구)

  • Paek, Kyung-Shin
    • Research in Community and Public Health Nursing
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    • v.13 no.1
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    • pp.115-123
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    • 2002
  • Purpose: The purpose of this study was to identify the obesity index, body shape satisfaction and body shape esteem according to weight perception in elementary school students. Method: The data were collected by using a questionnaire and physical examination records. The subjects were comprised of 669 children, all 12-years old, obtained from five (5) different elementary schools located in Jechoen. Data were analyzed with frequency, percentages, Chi-square test, ANOVA using the SPSS program. Results: 12.5% of male students, 11.1% of female students perceived themselves obese. There were significant differences in obesity index according to weight perception in male students ($x^2$=140.47, p= .000), in female students ($x^2$=130.99, p= .000). The percentages corresponding to normal body weight were highest with students who thought themselves thin in male students and self-perceived normal in female students. But in female students, 23.3% of self-perceived thin students, 37.8% of students who thought themselves obese corresponded to normal body weight actually. There were significant differences in body shape satisfaction according to weight perception in male students($x^2$=140.47, p= .000), and in female students($x^2$=130.99, p= .000). The percentages of body shape satisfaction were highest with students who thought themselves normal in male students while and in female students, the students who thought themselves thin were highest. There were significant differences in body shape esteem according to weight perception for male students (F=17.67, p= .000), and in female students (F=13.95, p= .000). The mean scores of body shape esteem were highest with students who thought themselves normal in male students and thin in female students. The students who thought themselves obese were lowest. There were significant differences in weight perception according to father's body shape ($x^2$=13.72, p= .008) in male students and father's educational level ($x^2$=14.90, p= .021), mother's educational level ($x^2$=17.73, p= .007), mother's body shape ($x^2$=13.07, p= .011) in female students.

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