Development of Multimedia-Assisted Clothing Try-On System for Elderly Individuals

IF 0.8 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Information System Modeling and Design Pub Date : 2024-07-17 DOI:10.4018/ijismd.349575
Li Liu
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Abstract

With the improvement of living standards, the demand for high-quality, personalized modern fashion has surged, which has promoted the growth of this customized clothing industry. The integration of cutting-edge technologies such as 5G, artificial intelligence and Internet of Things with traditional clothing production has pushed virtual try-on technology to the forefront of global research. This study focuses on the technical challenges of 3D clothing dynamic virtual try-on system in real life—specifically, personalized posture tracking, high-fidelity real-time interaction and cost-effectiveness—using 3D visual sensing theory, clothing simulation modeling principle and advanced tools including Unity3d and Maya. It deeply studies the key areas: collecting sensory data based on Kinect, extracting the skeletal posture characteristics of the elderly, measuring their body circumference and size, developing a 3D dynamic model of clothing with tracking control, and realizing real-time dynamic display of virtual try-on results.
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为老年人开发多媒体辅助试衣系统
随着生活水平的提高,人们对高品质、个性化的现代时尚需求激增,促进了服装定制行业的发展。5G、人工智能、物联网等前沿技术与传统服装生产的融合,将虚拟试穿技术推向了全球研究的前沿。本研究利用三维视觉传感理论、服装仿真建模原理以及 Unity3d 和 Maya 等先进工具,重点研究三维服装动态虚拟试穿系统在现实生活中的技术难题,特别是个性化姿态跟踪、高保真实时交互和成本效益。它深入研究了基于 Kinect 的感知数据采集、提取老年人骨骼姿态特征、测量老年人体围和尺寸、开发具有跟踪控制功能的三维服装动态模型以及实现虚拟试穿结果的实时动态显示等关键领域。
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CiteScore
3.20
自引率
0.00%
发文量
31
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