scholarly journals SmartFit: Smartphone Application for Garment Fit Detection

Electronics ◽  
2021 ◽  
Vol 10 (1) ◽  
pp. 97
Author(s):  
Kamrul H. Foysal ◽  
Hyo Jung Chang ◽  
Francine Bruess ◽  
Jo Woon Chong
Keyword(s):  
Body Shape ◽  
Online Shopping ◽  
Smartphone Application ◽  
Shape Detection ◽  
Time Saving ◽  
Apparel Shopping ◽  
Promising Solution ◽  
Clothing Fit ◽  
Body Shapes ◽  
Garment Fit

The apparel e-commerce industry is growing day by day. In recent times, consumers are particularly interested in an easy and time-saving way of online apparel shopping. In addition, the COVID-19 pandemic has generated more need for an effective and convenient online shopping solution for consumers. However, online shopping, particularly online apparel shopping, has several challenges for consumers. These issues include sizing, fit, return, and cost concerns. Especially, the fit issue is one of the cardinal factors causing hesitance and drawback in online apparel purchases. The conventional method of clothing fit detection based on body shapes relies upon manual body measurements. Since no convenient and easy-to-use method has been proposed for body shape detection, we propose an interactive smartphone application, “SmartFit”, that will provide the optimal fitting clothing recommendation to the consumer by detecting their body shape. This optimal recommendation is provided by using image processing and machine learning that are solely dependent on smartphone images. Our preliminary assessment of the developed model shows an accuracy of 87.50% for body shape detection, producing a promising solution to the fit detection problem persisting in the digital apparel market.

scholarly journals Impacts of female body shapes on patternmaking

2019 ◽  
Vol 69 (06) ◽  
pp. 519-523
Author(s):  
ÜNAL NEZLA ◽  
UTKUN EMINE
Keyword(s):  
Female Body ◽  
Body Shape ◽  
Average Length ◽  
Body Movement ◽  
Body Measurements ◽  
Pattern Design ◽  
Purchasing Behaviour ◽  
Clothing Fit ◽  
Body Shapes ◽  
Full Height

Clothing fit is one of the most important factors that affect consumers’ purchasing behaviour and body movement comfort. This study aims to examine the effects of different female body shapes on clothing pattern design. For this purpose, body measurements of 231 women aged between 18 and 25 were taken and classified according to body shapes and sizes. Then the impacts of body shapes were investigated on basic dress pattern drawing with standard dart prepared in Müller&Sohn patternmaking system. Darted basic dress patterns of women who had a body size of 36 and piled up in pear and rectangle body shapes were adjusted, and these adjustments were compared. While pattern adjustments were carried out according to the rectangle and pear body shape, necessary changes were made on the full height, the girths of breasts, waist, hip and front, back and front average length measurements.

Analysis of segmented elderly women’s lower bodies using 3D-LOOK scan data and virtual representation

2021 ◽  
pp. 004051752110194
Author(s):  
Sunmi Park ◽  
Kuengmi Choi
Keyword(s):  
Body Shape ◽  
Elderly Women ◽  
The Body ◽  
Stepwise Discriminant Analysis ◽  
Lower Body ◽  
Shape Features ◽  
Body Type ◽  
Scan Data ◽  
Body Shapes ◽  
Garment Fit

To address the clothing needs of an aging society, this study developed a scale using three-dimensional (3D) scan data that determine elderly women’s lower body shapes to improve the way garments fit the elderly. Body type elements that play an important role in garment fit were identified and five body type elements were selected for use in this study. A stepwise discriminant analysis using 176 dimensions was performed to extract parameters reflecting body shape features, resulting in 37 parameters. A scale for determining body shapes was developed using the discriminant function equation. This study differs from existing studies on body shape classification in that we determined the diverse body shape features of individuals by extracting the lower body type elements related to garment fit. This study demonstrated an organic relationship among lower body types, where a greater posterior pelvic tilt was associated with a protruding lower abdomen, flat buttocks, and an o-type frontal leg shape. The significance of this study lies in the extraction of 3D parameters that reflect the body shape features of elderly women. Such 3D parameter data can be used to create personal virtual bodies in online shopping malls in the future.

scholarly journals Effects Of Combinations Of Patternmaking Methods And Dress Forms On Garment Appearance

2017 ◽  
Vol 17 (3) ◽  
pp. 277-286 ◽  
Author(s):  
Chinami Fujii ◽  
Masayuki Takatera ◽  
KyoungOk Kim
Keyword(s):  
Sensory Evaluation ◽  
Body Shape ◽  
Front Side ◽  
Calculation Methods ◽  
Ideal Body ◽  
Sensory Evaluations ◽  
Body Shapes ◽  
Made In ◽  
The Ideal

AbstractWe investigated the effects of the combinations of patternmaking methods and dress forms on the appearance of a garment. Six upper garments were made using three patternmaking methods used in France, Italy, and Japan, and two dress forms made in Japan and France. The patterns and the appearances of the garments were compared using geometrical measurements. Sensory evaluations of the differences in garment appearance and fit on each dress form were also carried out. In the patterns, the positions of bust and waist darts were different. The waist dart length, bust dart length, and positions of the bust top were different depending on the patternmaking method, even when the same dress form was used. This was a result of differences in the measurements used and the calculation methods employed for other dimensions. This was because the ideal body shape was different for each patternmaking method. Even for garments produced for the same dress form, the appearances of the shoulder, bust, and waist from the front, side, and back views were different depending on the patternmaking method. As a result of the sensory evaluation, it was also found that the bust and waist shapes of the garments were different depending on the combination of patternmaking method and dress form. Therefore, to obtain a garment with better appearance, it is necessary to understand the effects of the combinations of patternmaking methods and body shapes.

Body shapes and apparel fit for overweight and obese women in the US: the implications of current sizing system

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Eonyou Shin ◽  
Elahe Saeidi
Keyword(s):  
Body Shape ◽  
The Body ◽  
Whole Body ◽  
Body Measurements ◽  
Obese Women ◽  
Content Type ◽  
The Us ◽  
Sizing System ◽  
Body Shapes ◽  
Apparel Fit

PurposeThe purpose of this study was to categorize the whole body shapes of overweight and obese females in the US and examine apparel fit based on the current ASTM sizing standards related to the body shapes categorized.Design/methodology/approachBody scan data from 2,672 subjects were used. To categorize their whole body shapes using 97 body measurements, principal component analysis with varimax rotation, a hierarchical cluster analysis and K-means cluster analysis were used. To compare the ASTM sizing standards for plus sizes (curvy and straight) and missy sizes (curvy and straight), five body parts (bust, under bust, waist, top hip, hip) using the formula for fit tolerance (measurement plus half of the interval) were compared with the ASTM sizing standards to determine the size appropriate for each body part.FindingsFive whole body shapes among overweight and obese females in the US were categorized: Rectangle-curvy; parallelogram-moderately curvy; parallelogram-hip tilt; inverted trapezoid-moderately curvy and inverted trapezoid-hip tilt. When the body measurements in each body shape were compared with the current ASTM sizing systems for both misses and plus sizes, four-fifths or more of overweight and obese female adults in the US would find it difficult to obtain a perfect fit for both tops and bottoms.Originality/valueIdentifying whole body shapes among overweight and obese women in the US contributes significantly, as it will help apparel companies that target the markets of larger women develop a new sizing system. This study is the first attempt to analyze fit by comparing the ASTM sizing charts with body measurements in each body shape group. Further, the study contributes to the body-related literature by filling gaps in missing whole BS categories among overweight and obese females.

Components of Consumer Factor and Its Influence on Attitude of the Student Online Shopping Community

2018 ◽  
Vol 8 (3) ◽  
pp. 36-51
Author(s):  
R.Rajendra Kumar
Keyword(s):  
Online Shopping ◽  
Time Saving ◽  
Data Set ◽  
Research Article ◽  
The Difference ◽  
The Impact ◽  
Value Of Money ◽  
Actual Relationship

This research article analyzed the impact of Consumer factors like privacy, security, time saving and convenience and its impact on the attitude of consumers of online shopping. Further, the difference between the variables such as frequency of online shopping, time spent for shopping online, products often purchased during online shopping, value of money spent during shopping, mode of payment preferred and the consumer factors were also identified to ascertain the actual relationship. The research has focused on the student's community as the data set and their views on online shopping were collected through Questionnaire.

Classification of Upper Body Shapes Among Korean Male Wheelchair Users to Improve Clothing Fit

2017 ◽  
Vol 31 (1) ◽  
pp. 34-43 ◽  
Author(s):  
Jangwoon Park ◽  
Kwangae Park ◽  
Baekhee Lee ◽  
Heecheon You ◽  
Chungeun Yang
Keyword(s):  
Upper Body ◽  
Wheelchair Users ◽  
Clothing Fit ◽  
Body Shapes

Failure to Demonstrate Gender Differences in Interference to Information-Processing of Body-Shape Stimuli

1993 ◽  
Vol 76 (2) ◽  
pp. 456-458 ◽  
Author(s):  
David I. Ben-Tovim ◽  
M. Kay Walker ◽  
George Douros
Keyword(s):  
Gender Differences ◽  
Information Processing ◽  
Body Shape ◽  
Stroop Test ◽  
Men And Women ◽  
Processing Body ◽  
Body Shapes

The Stroop test was adapted to assess disruption to processing of body-shape stimuli. Women are usually considered to be more concerned with personal body-shape and weight issues than men. This analysis yielded no differences between men and women when processing body-shapes and weight stimuli.

Growing and Evolving Soft Robots

2014 ◽  
Vol 20 (1) ◽  
pp. 143-162 ◽  
Author(s):  
John Rieffel ◽  
Davis Knox ◽  
Schuyler Smith ◽  
Barry Trimmer
Keyword(s):  
Material Properties ◽  
Body Shape ◽  
Design Development ◽  
Seed Structure ◽  
Soft Body ◽  
Soft Robots ◽  
Body Shapes ◽  
And Control ◽  
High Degree ◽  
Degree Of Coupling

Completely soft and flexible robots offer to revolutionize fields ranging from search and rescue to endoscopic surgery. One of the outstanding challenges in this burgeoning field is the chicken-and-egg problem of body-brain design: Development of locomotion requires the preexistence of a locomotion-capable body, and development of a location-capable body requires the preexistence of a locomotive gait. This problem is compounded by the high degree of coupling between the material properties of a soft body (such as stiffness or damping coefficients) and the effectiveness of a gait. This article synthesizes four years of research into soft robotics, in particular describing three approaches to the co-discovery of soft robot morphology and control. In the first, muscle placement and firing patterns are coevolved for a fixed body shape with fixed material properties. In the second, the material properties of a simulated soft body coevolve alongside locomotive gaits, with body shape and muscle placement fixed. In the third, a developmental encoding is used to scalably grow elaborate soft body shapes from a small seed structure. Considerations of the simulation time and the challenges of physically implementing soft robots in the real world are discussed.

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