Objective Evaluation Model of Visual Elegance of Swirl Skirts Part (I) Regression Method

Sang-Song Lai
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引用次数: 4

Abstract

The elegant impression of swirl skirts has been well received by most ladies, yet the textile industry does not have an objective method of evaluating the visual elegance of swirl skirt by grades. In the present study we there for use fabric mechanical properties through the KES-FB system to predict the elegance of swirl skirt manufactured that is to create a method for objectively evaluating visual elegance of swirl skirt by grades. From the study it is found there is a notable correlation between fabric mechanical properties and the visual elegance of swirl skirt by grades. It can also establish a objective evaluation model of visual elegance of swirl skirt by grades basing on the regression method using several key fabric mechanical properties in which the said models pass the fitting test with results exceeding 0.80. In addition, in the present study we use stepwise regression selection method to pick out the most significant key factors ( bending rigidity and shear hysteresis at 0 .5° ) affecting the visual elegance of swirl skirt by grades and then reapplies the regression method successfully thus establishing a method only using two fabric mechanical properties for objective evaluation of the visual elegance of swirl skirt by grades, in a more simple and objective manner.
旋流裙视觉优雅度的客观评价模型(一)回归法
旋涡裙的优雅印象已经被大多数女士所接受,但纺织行业并没有一个客观的分级评价旋涡裙视觉优雅度的方法。本研究利用织物力学性能,通过KES-FB系统对旋流裙的美观度进行预测,即建立一种客观评价旋流裙视觉美观度的分级方法。研究发现,不同等级的旋流裙的织物力学性能与视觉美观度之间存在着显著的相关性。利用几种关键织物力学性能的回归方法,建立了旋涡裙视觉优雅度的分级客观评价模型,模型通过了拟合检验,结果均大于0.80。此外,本研究采用逐步回归选择方法,选取出影响旋流裙摆视觉优雅度的最显著关键因素(弯曲刚度和0.5°剪切迟滞),并成功地将回归方法重新应用,从而建立了一种仅用两种织物力学性能客观评价旋流裙摆视觉优雅度的分级方法,更加简单客观。
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