Virtual Shoe Fitting System that Uses Augmented Reality to Measure Feet and Try on Shoes

Bizen, Hiro; Yoshida, Mitsunori; Jimbu, Makoto; Kawai, Yasuo

doi:10.1109/lifetech52111.2021.9391966

Cited by 5 publications

(3 citation statements)

References 2 publications

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“…Fitting is one of the most important functions of footwear comfort [22] . The main challenge of buying shoes online is the inability to actually try them on [17] . Therefore, potential customers have to rely on the information provided online.…”

Section: The Improvement Of 3d Virtual Shoes Fittingmentioning

confidence: 99%

“…According to Bizen et al (2021) [17] , the new online shopping model also brings about a series of problems including consumers cannot accurately judge whether the shoe fits comfortably on their own foot, and there is a certain degree of blindness and uncertainty in the purchase. It also argued by Revkov and Kanin (2020) [18] , it is difficult to find the correct shoe size from the online store due to the inability to try on the selected shoe.…”

Section: Introductionmentioning

confidence: 99%

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Female consumers’ acceptance and functional demand for 3D virtual shoe fitting room in the context of online shopping

Cao,

Koh,

Wong

2024

Proceedings of the 5th International Conference on E-Commerce and Internet Technology, ECIT 2024, March 15–17, 2024, Changsha,

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This research aims to identify the needs among Chinese female customers when purchasing shoes online from the perspective of comfort, functionality, aesthetic, practicability, authenticity, individualization, and interactivity. The data was collected from 384 Chinese female consumers in the Pearl River Delta in Guangdong province and analyzed in SPSS. The results confirmed the difficulties when consumers purchase shoes online. The factors that can affect consumers' willingness of using 3D shoe fitting and their functional requirements of 3D virtual shoe fitting room were also confirmed. This study proposes that contribute to develop virtual fitting technology and e-commerce retailing, it brings huge potential commercial prices value and help to achieve maximum economic benefits.

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Section: The Improvement Of 3d Virtual Shoes Fittingmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Female consumers’ acceptance and functional demand for 3D virtual shoe fitting room in the context of online shopping

Cao,

Koh,

Wong

2024

Proceedings of the 5th International Conference on E-Commerce and Internet Technology, ECIT 2024, March 15–17, 2024, Changsha,

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“…In [ 55 ], the authors proposed a mobile solution using computer vision algorithms to extract six foot parameters. Additionally, other smartphone solutions used augmented reality and 3D scanning for foot dimension measurement [ 56 , 57 ]. MOBILE FOOT ID is an Android application that measures only foot length and width, and uses a paper sheet as a reference object.…”

Section: Background and Related Workmentioning

confidence: 99%

OptiFit: Computer-Vision-Based Smartphone Application to Measure the Foot from Images and 3D Scans

Rafiq

Hoque

Kabir

et al. 2022

Sensors

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The foot is a vital organ, as it stabilizes the impact forces between the human skeletal system and the ground. Hence, precise foot dimensions are essential not only for custom footwear design, but also for the clinical treatment of foot health. Most existing research on measuring foot dimensions depends on a heavy setup environment, which is costly and ineffective for daily use. In addition, there are several smartphone applications online, but they are not suitable for measuring the exact foot shape for custom footwear, both in clinical practice and public use. In this study, we designed and implemented computer-vision-based smartphone application OptiFit that provides the functionality to automatically measure the four essential dimensions (length, width, arch height, and instep girth) of a human foot from images and 3D scans. We present an instep girth measurement algorithm, and we used a pixel per metric algorithm for measurement; these algorithms were accordingly integrated with the application. Afterwards, we evaluated our application using 19 medical-grade silicon foot models (12 males and 7 females) from different age groups. Our experimental evaluation shows that OptiFit could measure the length, width, arch height, and instep girth with an accuracy of 95.23%, 96.54%, 89.14%, and 99.52%, respectively. A two-tailed paired t-test was conducted, and only the instep girth dimension showed a significant discrepancy between the manual measurement (MM) and the application-based measurement (AM). We developed a linear regression model to adjust the error. Further, we performed comparative analysis demonstrating that there were no significant errors between MM and AM, and the application offers satisfactory performance as a foot-measuring application. Unlike other applications, the iOS application we developed, OptiFit, fulfils the requirements to automatically measure the exact foot dimensions for individually fitted footwear. Therefore, the application can facilitate proper foot measurement and enhance awareness to prevent foot-related problems caused by inappropriate footwear.

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Enhanced Visualization by Augmented Reality

Nakamura,

Nunes,

Tori

2024

Encyclopedia of Computer Graphics and Games

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Virtual Shoe Fitting System that Uses Augmented Reality to Measure Feet and Try on Shoes

Cited by 5 publications

References 2 publications

Female consumers’ acceptance and functional demand for 3D virtual shoe fitting room in the context of online shopping

Female consumers’ acceptance and functional demand for 3D virtual shoe fitting room in the context of online shopping

OptiFit: Computer-Vision-Based Smartphone Application to Measure the Foot from Images and 3D Scans

Enhanced Visualization by Augmented Reality

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