基于模糊聚类的虚拟服装压力舒适性评价方法研究

Geng-sheng Hu, Chao Gao, Baohe Zhao, Jianing Liu, Tong Yao
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引用次数: 1

摘要

目前对服装舒适度的评价主要是基于对真实试穿的主观评价,过于依赖穿着者的主观意志,评价的客观性还有待进一步验证。随着虚拟试衣技术的不断发展,基于虚拟服装的压力舒适性研究成为可能。提出了一种基于模糊聚类的虚拟服装压力舒适性评价模型。首先,设计了6条基于不同松弛量和面料的姿势拉伸裤,利用CLO 3D软件进行虚拟试衣,提取特征点的静态虚拟压力值;然后将压力值转换为五分制。最后,采用模糊聚类法对虚拟压力评分进行聚类,将虚拟服装压力舒适度分为三类。实验结果表明,模糊聚类方法可用于服装压力舒适性评价,其意义在于为服装舒适度评价提供一种客观的评价方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on the evaluation method of virtual clothing pressure comfort based on fuzzy clustering
At present, the evaluation of clothing comfort is mainly based on the subjective evaluation of the real fitting, which relies too much on the subjective will of the wearer, and the objectivity of the evaluation depends on further verification. With the continuous development of virtual fitting technology, it is possible to study the comfort of pressure based on virtual clothing. In this paper, a fuzzy clustering-based pressure comfort evaluation model for virtual clothing is proposed. Firstly, six pairs of posture stretch trousers based on different relaxation amounts and fabrics were designed, virtual fitting was carried out using CLO 3D software and static virtual pressure values of feature points were extracted. The pressure values were then converted to a five-point scale. Finally, the virtual pressure scores were clustered using the fuzzy clustering method to classify the virtual garment pressure comfort into three categories. The experimental results show that the fuzzy clustering method can be used for the evaluation of garment pressure comfort, and its significance is to provide an objective evaluation method for the evaluation of garment comfort.
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