Abstract

With the development of e-commerce, network virtual try-on, as a new online shopping mode, fills the gap that the goods cannot be tried on in traditional online shopping. In the work, we discussed augmented reality virtual glasses try-on technology on iOS platform to achieve optimal purchase of online glasses, improving try-on speed of virtual glasses, user senses of reality, and immersion. Face information was collected by the input device-monocular camera. After face detection by SVM classifier, the local face features were extracted by robust SIFT. Combined with SDM, the feature points were iteratively solved to obtain more accurate feature point alignment model. Through the head pose estimation, the virtual model was accurately superimposed on the human face, thus realizing the try-on of virtual glasses. The above research was applied in iOS glasses try-on APP system to design the try-on system of augmented reality virtual glasses on iOS mobile platform. It is proved that the method can achieve accurate identification of face features and quick try-on of virtual glasses.

Highlights

  • Network virtual try-on is a new way of online shopping

  • Through the head pose estimation, the virtual glasses model was accurately superimposed on the human face, realizing the try-on of virtual glasses

  • 4 iPhone OS (iOS) system application To verify the effectiveness of proposed system method, we develop a mobile “Augmented reality (AR) Glasses Try-on Sales System” for iOS platform

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Summary

Introduction

Network virtual try-on is a new way of online shopping. With the development of e-commerce, it broadens the external propaganda channels of merchants to enhance the interaction between consumers and merchants. Virtual try-on fills the gap that the goods cannot be tried on in traditional online shopping. As an important part of network virtual try-on, virtual glasses try-on technology has become a key research issue in this field recently [1,2,3,4]. During virtual glasses try-on process, consumers can select their favorite glasses by comparing the actual wearing effects of different glasses in the online shopping. The research key of virtual glasses try-on system is the rapid achievement of experiential online shopping

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