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Application of AI methods in the clustering of architecture interior forms 被引量:3
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作者 Maryam Banaei AIi Ahmad Abbas Yazdanfar 《Frontiers of Architectural Research》 CSCD 2017年第3期360-373,共14页
Form or shape is one of the main aspects of architecture design. A gap exists in scientific studies on categorizing different architecture interior forms accordin.R to design. This paper presents a methodology for cat... Form or shape is one of the main aspects of architecture design. A gap exists in scientific studies on categorizing different architecture interior forms accordin.R to design. This paper presents a methodology for cateBorizing interior forms of built places. The main innovation of this study was to evaluate the architecture interior forms of real built places as a base for any analysis on form. We proposed a clustering method by selecting 343 images of living rooms from residential places according to their history and interior design style. We labeled all the images in AutoCAD software depending on form features. The labeling results showed that images had 1104 distinct form features, including sloped, vertical and horizontal linear solids, and edges. Regarding the high dimension of data, we used Graphical Clustering Toolkit software for clustering, which involved the use of correlation coefficients and internal similarity among clusters. The clustering analysis grouped all the images into 25 clusters with the highest internal and the lowest external similarities. The descriptive features of each cluster could show its formal characteristics. 展开更多
关键词 FORM Interior design CLUSTERING gcluto software
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