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Development of Intelligent Garment Coordination and Virtual Try-on System for Fashion Retailing with RFID Technology
Authors:ZENG Xian-hui  DING Yong-sheng  SHAO Shi-huang
Affiliation:[1]Collegeof Information Science and Technology, Donghua University, Shanghai 201620, China [2]Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, Donghua University, Shanghai 201620, China
Abstract:Improving customer experience has become a more and more important role in enhancing customer service in fashion retailing business. In this study, a kind of intelligent garment coordination and try-on system for fashion retailing was proposed.Radio Frequency Identification (RFID) teclmology was used to identify customer and garment item automatically. The intelligent procedure for garment coordination recommendation using Artificial Neural Network (ANN) was developed to imitate fashion designers' decision-making on garment coordination. Virtual try-on algorithm based on the customer's 2D imago was accomplished using image-warping technique. The system architecture and the software framework were also described. The results show that the system is a practical and useful application for fashion retailers.
Keywords:virtual try-on  garment coordination  fashion retailing  radio frequency identification (RFID)  artificial neural network (ANN)
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