DESIGN AND IMPLEMENTATION OF VIRTUAL FITTING SYSTEM ON THE WEB

Abstract

Since the coronavirus pandemic, online shopping has become a global phenomenon, and this purchasing behavior is becoming common. A virtual tryon system allows customers to virtually try on clothes, accessories, makeup or other products before purchasing them. Previous research generally focuses on maintaining the characteristics (e.g., texture, logo, and embroidery) of clothing images when warping them into arbitrary human poses. This study investigated and analyzed existing research on the virtual tryon model and evaluated the applicability of the virtual tryon model under various conditions in a realistic online shopping environment. We adopted the Adaptive Content Generating and Preserving Network (ACGPN) model. The experimental conditions were evaluated considering the background of the customer’s photo, the type of clothing already worn, the type of clothing selected, and the customer’s posture. The results of the experiment showed that the outcomes of warping the clothing were different depending on the conditions, and that they were reacting sensitively. © 2025, ICIC International. All rights reserved.