Analyzing the Color Image of Taiwan Town by Using Data Mining

Yushan Su, Tzren-Ru Chou
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引用次数: 1

Abstract

Researches have pointed out that the colors have the function of conveying messages and is even easier than words to be memorized. The color image of a city, which means people connect with color through knowledge acquired and their life experiences. It includes landscapes, buildings, food, the city culture, local specialties and so on. Thus, building up the distinctive style of a city is an important part of the city image and its related applications. Nowadays, people mostly use three different applications in order to set up and correct the city color tickets. First, field research; second, residents participate in the comprehensive community development; third, particular projects. In this paper, we use data mining to analyze the connecting between people and the city color image. At the beginning, we select ten cities of Taiwan, which were elected by Taiwan Tourism Bureau as our research object. Secondly, we use Word to vector and Google searching engine to find the relevance between the city and adjectives. For the third step, the highest connection of adjective will be the keyword of Google searching engine to collect the pictures by doing cross-comparison of the results. Last but not least, we capture ten colors from city pictures and result in city color combinations. According to the result of this paper, although it needs to adjust in accordance with local culture, we still can find the regional pictures that correspond with the characteristics and also can obtain the city color combinations, which can be used as a reference of harmonious colors.
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基于数据挖掘的台湾城镇彩色图像分析
有研究指出,颜色具有传递信息的功能,甚至比单词更容易记忆。城市的色彩形象,即人们通过所获得的知识和生活经历与色彩产生联系。它包括风景、建筑、食物、城市文化、地方特色等。因此,塑造城市的独特风格是城市形象及其相关应用的重要组成部分。如今,人们大多使用三种不同的应用程序来设置和纠正城市色票。一是实地调研;二是居民参与社区综合发展;三是具体项目。在本文中,我们使用数据挖掘来分析人与城市彩色图像之间的联系。首先,我们选取台湾旅游局选出的十个城市作为研究对象。其次,我们使用Word矢量和Google搜索引擎来寻找城市和形容词之间的相关性。第三步,形容词的最高连接将是Google搜索引擎的关键词,通过对结果进行交叉比对来收集图片。最后但并非最不重要的是,我们从城市图片中捕获十种颜色,并产生城市颜色组合。根据本文的研究结果,虽然需要根据当地文化进行调整,但我们仍然可以找到与特征相对应的区域图片,并获得城市色彩组合,可以作为和谐色彩的参考。
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