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  • 标题:Application of Style Transfer in the Vectorization Process of Floorplans (Short Paper)
  • 本地全文:下载
  • 作者:Seongyong Kim ; Seula Park ; Kiyun Yu
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2018
  • 卷号:114
  • 页码:1-6
  • DOI:10.4230/LIPIcs.GISCIENCE.2018.39
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要:As the market for indoor spatial information burgeons, the construction of indoor spatial databases consequently gain attention. Since floorplans are portable records of buildings, they are an indispensable source for the efficient construction of indoor environments. However, as previous research on floorplan information retrieval usually targeted specific formats, a system for constructing spatial information must include heuristic refinement steps. This study aims to convert diverse floorplans into an integrated format using the style transfer by deep networks. Our deep networks mimic a robust perception of human that recognize the cell structure of floorplans under various formats. The integrated format ensures that unified post-processing steps are required to the vectorization of floorplans. Through this process, indoor spatial information is constructed in a pragmatic way, using a plethora of architectural floorplans.
  • 关键词:Floorplan; Vectorising; Style Transfer; Generative Adversarial Networks
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