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How to extract traditional cultural design elements from a set of images of cultural relics based on F-AHP and entropy

机译:如何根据F-AHP和熵从一组文物图像中提取传统文化设计元素

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摘要

The creative cultural product design, relating to both typical regional cultures and traditional cultural elements, is a hot issue in recent years. However, there is still a lack of systematic and efficient designing methods to guide designing practices. In order to fill this research gap, this paper proposes a new design method based on F-AHP (Fuzzy-Analytic Hierarchy Process) and entropy computation to extract traditional cultural shape design elements from a set of images of cultural relics. Firstly, we collect a set of culture object related to descriptive and adjective words that can express users' emotional perception and narrow down them into a shortlist via a fitness evaluation process. Secondly, we analyze and extract common shape elements with image processing tools and user choices. Thirdly, we create a full mapping between the shortlisted culture descriptive words and the identified common shape elements and determine the weighting of each shape element against each evaluation indicator through F-AHP. Fourthly, we construct decision-making matrix and extract key shape elements with high information entropy. Finally, we start designing products with extracted cultural elements. A case study of Han Dynasty potter figurines was conducted to verify the feasibility of the proposed approach.
机译:近年来,创意文化产品设计与典型的区域文化和传统文化元素有关,是一个热门问题。但是,仍然缺乏系统和有效的设计方法来指导设计实践。为了填补这一研究缺口,本文提出了一种基于F-AHP(模糊分析层次处理)和熵计算的新设计方法,从一组文物图像中提取传统文化形状设计元素。首先,我们收集一组与描述性和形容词相关的文化对象,这些词语可以通过健身评估过程将用户的情绪感知和缩小到换档者中。其次,我们通过图像处理工具和用户选择来分析和提取共同的形状元素。第三,我们在短册培养描述性词和识别的公共形状元素之间创建完整的映射,并通过F-AHP确定针对每个评估指示符的每个形状元素的加权。第四,我们构建决策矩阵并提取具有高信息熵的关键形状元素。最后,我们开始使用提取的文化元素设计产品。对汉代波特小雕像进行了一个案例研究,以验证所提出的方法的可行性。

著录项

  • 来源
    《Multimedia Tools and Applications》 |2021年第4期|5833-5856|共24页
  • 作者单位

    Shaanxi Engineering Laboratory for Industrial Design Northwestern Polytechnical University Xi'an 710072 China;

    Shaanxi Engineering Laboratory for Industrial Design Northwestern Polytechnical University Xi'an 710072 China;

    School of Design Northumbria University Newcastle upon Tyne England NE1 8ST UK;

    Shaanxi Engineering Laboratory for Industrial Design Northwestern Polytechnical University Xi'an 710072 China;

    Shaanxi Engineering Laboratory for Industrial Design Northwestern Polytechnical University Xi'an 710072 China;

    School of Construction Machinery Chang'an University Xi'an 710064 China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cultural products; Extraction of design elements; F-AHP; Entropy;

    机译:文化产品;提取设计元素;F-AHP;熵;

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