共查询到20条相似文献,搜索用时 249 毫秒
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为了准确预测儿童服装流行趋势,针对传统预测方式中存在的主观性问题,提出了基于BP神经网络的童装流行元素预测模型.该预测模型以国内淘宝、天猫、京东、苏宁易购等主要电商平台在2000—2020年间的历史销售数据作为反映流行程度的指标,以童装流行色作为预测案例,采用虚拟变量的方法,对童装的造型、款式、材料、色彩、图案、结构、工艺、搭配和风格九大流行元素进行量化,并使用MatLab平台编写程序建立预测模型,对样本数据网络进行训练,调整隐含层节点数,以BP神经网络模型模拟预测结果,对2021—2022年秋冬的童装流行色三要素进行预测并输出.得出的预测结果与市场流行趋势一致. 相似文献
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根据目前家用纺织品流行的现状,对家用纺织品流行色与流行面料进行了分析。近年来家用纺织品流行色由7种色彩所主导,讲究对比与柔美的主旋律;家用纺织品的流行面料突出轻薄化、功能性和高科技性,强调立体感,绒类织物,讲究花型等内容。 相似文献
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基于灰色系统论的服装流行色预测研究 总被引:1,自引:0,他引:1
将流行色背景数据作为重要的量化点,利用色度学相关知识和物理测试手段对色彩进行量化,提出将灰色数列预测引入到流行色预测中,对定量分析做出新探索,以达到辅助预测的目的。 相似文献
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In this study, a GM(1,1) model is applied to forecast the trend of textile fashion colors. Through the historical time series data of the color suggestion ratios by international forecasting facilities in the past, the GM(1,1) model is applied to forecast the fashion color trend. Besides the GM(1,1) model, a gray neural network model (i.e. GNNM(1,1)) is developed to compare the precision with it as well. The simulated results show that the GM(1,1) model has higher forecast precision than the GNNM(1,1) one. The predicted results of the color trend using the GNNM(1,1) model are less close to the real circumstances than as expected. With the assistance of a gray model-based prediction model, the fashion color trend can be traced more precisely and easily. 相似文献
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“反时尚”是一种非常重要的设计理念,在当下时尚界中形成了一股正流行的风格,在与主流时尚相反的方向上掀起愈来愈大的热潮。“反时尚”现象的产生给设计师及大众带来了对于时尚本身新的思考和思路,它暗含着设计师的一种打破常规且挑战权威的逆向设计思维。本文通过阐释“反时尚”设计理念、解读“反时尚”现象,探讨“反时尚”服装中的逆向思维,并结合“反时尚”风格服装设计师山本耀司、川久保玲、马丁·马吉拉以及其他应用案例,进一步探析逆向思维在“反时尚”服装造型、色彩与材质三方面中的具体表达。从而明晰“反时尚”中逆向思维设计的主要方法及其本质,为“反时尚”服装设计的发展提供一些新思路。 相似文献
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Fernando A. Mendoza James D. Kelly Karen A. Cichy 《International Journal of Food Properties》2017,20(1):83-99
Evaluation of canning quality of beans is commonly carried out by simple visual inspection that is time-consuming, resource intensive, and biased by the experience of the panelist. Moreover, there is not a standard scale to rate visual quality traits of canned beans. In this research, a machine vision system was implemented and tested for automatic inspection of color (COL) and appearance (APP) in canned black beans. Various color and textural image features (average, standard deviation, contrast, correlation, energy, and homogeneity from red, green, blue, lightness, red/green, yellow/blue, hue, saturation and value color scales) were extracted from beans and brine images, and evaluated to predict the quality rates for COL and APP of a group of bean panelists using multivariate statistics. Sixty-nine commercial canned black bean samples from different brands and markets were used for analysis. In spite of the “fair” agreement among the sensory panelists for COL and APP, as determined by multi-rater Kappa analysis, machine vision data based on partial least squares regression model showed high predictive performance for both COL and APP with correlation coefficients of 0.937 and 0.871, and standard errors of 0.26 and 0.38, respectively. When a classification was performed based on both COL and APP traits, a support vector machine model was able to sort the samples into two sensory quality categories of “acceptable” and “unacceptable” with an accuracy of 89.7%. Using simple color and texture image data, a machine vision system showed potential for the automatic evaluation of canned black beans by COL and/or appearance as a professional visual inspection. 相似文献
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Chemesthesis, along with taste and olfaction, is a primary component of flavor that engages the trigeminal system through specific chemical binding. For instance, many gums or confectionaries incorporate chemical cooling agents, such as Wilkinson Sword (WS) compounds, to create the sensation of coldness. The current study was designed to evaluate crossmodal associations of color and aroma with the chemesthetic perception of cooling. A “minty” and non-odorized set of confectionary stimuli, colored green, blue or white, with moderate cooling properties (with WS-3) were used in this study. In the first session, participants were randomly presented a stimulus and asked to rate several attributes including its cooling intensity on a generalized Labeled Magnitude Scale (gLMS). In the second session, the same participants were asked to relate cooling levels to different colors and which color relates to the “minty” odor. Additionally, open-ended reasons were given for association choices. Appearance and odor influenced the intensity of cooling sensation. In particular, the odorized and blue samples were rated as cooler than the non-odorized and other colored samples, respectively. The follow-up session confirms blue as a color associated with cooling properties, especially cool objects/abstract concepts. Meanwhile, odor’s enhancement on cooling sensation may be more perceptual in nature through affective matching from enhanced flavor. 相似文献
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随着服装工业生产的发展,其所带来的环境问题也日益严重,因而生态时尚越来越受到国内外时尚界人士的关注。文章在分析"零浪费"服装设计的基础上,探讨了民族服饰中的"零浪费"设计,分析其特点,为"零浪费"设计在现代时装设计中的应用提供可操作性方案。 相似文献
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When 2, 3-dihydroxybenzoic acid (2, 3-DBA) is acted upon by mushroom tyrosinase, a yellow intermediate, 2, 3-DBA-o-quinone, characterized by a peak at 415 nm, is the first product detected. 2, 3-DBA-o-quinone gives rise to a “final blue product” (λmax = 230, 410, 620 nm), and to “soluble oxidation product(s)” (λmax = 275–280, 350–360 nm). Kinetic data (assayed spectrophotometrically and polarographically) obtained when different concentrations of 2, 3-DBA were oxidized by a fixed amount of mushroom tyrosinase, deviated from classic Michaelis-Menten kinetics. Reduction of the “final blue product” with ascorbate resulted in the loss of the blue chromophore at 620 nm and the concomitant appearance of a “yellowish reduced final product.” The “yellowish reduced final product” could be reoxidized with either mushroom tyrosinase or with NaIO4 to the “final blue product,” indicating that the latter has carbonylic quinonoid groups in ortho position to each other. 相似文献
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G. W. Telloke 《Starch - St?rke》1985,37(1):17-22
The influence of a defined chlorination on the gelatinization behaviour of different cake flours in sucrose solutions (30–60% w/w) was investigated. Besides microscopic examinations, methods were developed for the estimation of hot paste viscosity and “amylose” 1 “Amylose” will throughout this paper mean linear polymers of glucose long enough to give a blue colour with iodine, but not necessarily native amylose as exists within the starch granule. exudation from starch granules. The findings have shown that the amount of “amylose” which is exuded from starch granules during heating, as well as paste viscosity, increases with the chlorination of flour. High positive correlations were obtained between “amylose” exudation, hot paste viscosity and cake crumb firmness. It is proposed that this increased “amylose” exudation is, via an increase of gel strength, to a large extent responsible for the prevention of high ratio cake collapse. Besides reducing “amylose” exudation the high sucrose concentrations prevailing in cake batters were also found to inhibit greatly starch breakdown by malt and fungal amylase activity. 相似文献