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Estimation of impression of store interior design based on color features extracted using object segmentation

机译:基于彩色特征的储存室内设计印象的估计用对象分割提取

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The aim of this study is to analyze the impression provided by a color image and the color information contained in theimage. To process a large number of color images, we used a method of extracting representative colors from an image based on pixelinformation. In this study, we developed a method to combine image recognition technology using deep learning with representativecolor extraction technology, and analyzed the impression and color characteristics of design for store interior images. We collectedcolor images of store interiors along with their tagged keywords from the web. Representative colors were extracted via a method usingregion division by deep learning. Furthermore, we analyzed the characteristics of the representative colors included in thecorresponding images for the keywords "natural," "modern," and "cute," which were frequently used in the collected data to expressthe impression of the store design. The tendency of color features was analyzed for each image. For example, in "natural" designs,there were many colors close to yellowish green, which were associated with objects such as "plant" and "tree". Such knowledge isimportant for design support, that is, knowledge of the color to be incorporated into the design, as well as of methods to incorporatethat color.
机译:本研究的目的是分析由彩色图像提供的印象和包含的颜色信息图片。为了处理大量彩色图像,我们使用了一种从基于像素的图像中提取代表颜色的方法信息。在这项研究中,我们开发了一种使用与代表的深度学习结合图像识别技术的方法颜色提取技术,分析了商店内部图像设计的印象和色彩特性。我们收集了商店内部的彩色图像以及来自Web的标记关键字。通过使用方法提取代表性颜色深受深度学习的地区师。此外,我们分析了包括在内的代表颜色的特征相应的图像“自然”,“现代”和“可爱”,经常用于CONTEDTED数据以表达商店设计的印象。对每个图像分析颜色特征的趋势。例如,在“自然”设计中,有许多颜色接近淡黄色绿色,与“植物”和“树”等物体相关联。这些知识是对于设计支持很重要,即纳入设计中的颜色,以及包含的方法那种颜色。

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