Simulation of three-dimensional female body shapes with proportional representation for various weights and heights

© The Author(s) 2020. Obesity is a significant factor in health information and increases the risk of health problems. Hence, an application that can help users to monitor their body mass index (BMI) timelines is needed. The simulation of a personalized 3D body shape may encourage women to control t...

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Main Authors: Chanjira Sinthanayothin, Wisarut Bholsithi, Duangrat Gansawat, Nonlapas Wongwaen, Piyanut Xuto, Nantaporn Ratisoontorn, Parut Bunporn, Supiya Charoensiriwath
Format: Journal
Published: 2020
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/70457
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-704572020-10-14T08:40:28Z Simulation of three-dimensional female body shapes with proportional representation for various weights and heights Chanjira Sinthanayothin Wisarut Bholsithi Duangrat Gansawat Nonlapas Wongwaen Piyanut Xuto Nantaporn Ratisoontorn Parut Bunporn Supiya Charoensiriwath Computer Science Mathematics © The Author(s) 2020. Obesity is a significant factor in health information and increases the risk of health problems. Hence, an application that can help users to monitor their body mass index (BMI) timelines is needed. The simulation of a personalized 3D body shape may encourage women to control their BMI for a healthy body and pleasant appearance. Therefore, this paper aims to develop computerized 3D models of female shapes for various weights and heights, and consists of three important parts. First, the preparation of six avatars is described. Second, the body proportions of 6767 female datasets are analyzed to find the relationship of variables in various weights and heights. Last, 3D morphing of different female shapes is developed and analyzed experimentally for appropriate morphing parameters. Accuracy tests are carried out in three ways. First, body proportions calculated using the Z-Size Ladies application, called “Z-Size calculations,” are compared with the body proportions of data obtained from 3D scanners. Second, the Z-Size calculations are compared with tape measurements. Last, the Z-Size calculations are compared with measurements of Z-Size 3D morph models. The results of accuracy tests are shown as the relationship graphs between the BMI and body proportion measurements of chest, waist, hip, and inseam. Bland–Altman plots and Pearson correlation calculation show high correlation. In conclusion, the data obtained from the Z-Size calculations, 3D Scanner, tape measurements, and Z-Size morph models’ measurements are in good agreement and are highly correlated. The simulation of 3D female shapes for different weights and heights as proposed shows good performance and high accuracy. 2020-10-14T08:31:15Z 2020-10-14T08:31:15Z 2020-01-01 Journal 17413133 00375497 2-s2.0-85089251043 10.1177/0037549720944466 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85089251043&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/70457
institution Chiang Mai University
building Chiang Mai University Library
continent Asia
country Thailand
Thailand
content_provider Chiang Mai University Library
collection CMU Intellectual Repository
topic Computer Science
Mathematics
spellingShingle Computer Science
Mathematics
Chanjira Sinthanayothin
Wisarut Bholsithi
Duangrat Gansawat
Nonlapas Wongwaen
Piyanut Xuto
Nantaporn Ratisoontorn
Parut Bunporn
Supiya Charoensiriwath
Simulation of three-dimensional female body shapes with proportional representation for various weights and heights
description © The Author(s) 2020. Obesity is a significant factor in health information and increases the risk of health problems. Hence, an application that can help users to monitor their body mass index (BMI) timelines is needed. The simulation of a personalized 3D body shape may encourage women to control their BMI for a healthy body and pleasant appearance. Therefore, this paper aims to develop computerized 3D models of female shapes for various weights and heights, and consists of three important parts. First, the preparation of six avatars is described. Second, the body proportions of 6767 female datasets are analyzed to find the relationship of variables in various weights and heights. Last, 3D morphing of different female shapes is developed and analyzed experimentally for appropriate morphing parameters. Accuracy tests are carried out in three ways. First, body proportions calculated using the Z-Size Ladies application, called “Z-Size calculations,” are compared with the body proportions of data obtained from 3D scanners. Second, the Z-Size calculations are compared with tape measurements. Last, the Z-Size calculations are compared with measurements of Z-Size 3D morph models. The results of accuracy tests are shown as the relationship graphs between the BMI and body proportion measurements of chest, waist, hip, and inseam. Bland–Altman plots and Pearson correlation calculation show high correlation. In conclusion, the data obtained from the Z-Size calculations, 3D Scanner, tape measurements, and Z-Size morph models’ measurements are in good agreement and are highly correlated. The simulation of 3D female shapes for different weights and heights as proposed shows good performance and high accuracy.
format Journal
author Chanjira Sinthanayothin
Wisarut Bholsithi
Duangrat Gansawat
Nonlapas Wongwaen
Piyanut Xuto
Nantaporn Ratisoontorn
Parut Bunporn
Supiya Charoensiriwath
author_facet Chanjira Sinthanayothin
Wisarut Bholsithi
Duangrat Gansawat
Nonlapas Wongwaen
Piyanut Xuto
Nantaporn Ratisoontorn
Parut Bunporn
Supiya Charoensiriwath
author_sort Chanjira Sinthanayothin
title Simulation of three-dimensional female body shapes with proportional representation for various weights and heights
title_short Simulation of three-dimensional female body shapes with proportional representation for various weights and heights
title_full Simulation of three-dimensional female body shapes with proportional representation for various weights and heights
title_fullStr Simulation of three-dimensional female body shapes with proportional representation for various weights and heights
title_full_unstemmed Simulation of three-dimensional female body shapes with proportional representation for various weights and heights
title_sort simulation of three-dimensional female body shapes with proportional representation for various weights and heights
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85089251043&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/70457
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