DROPS

Document

Short Paper

DOI: 10.4230/LIPIcs.GISCIENCE.2018.39

Application of Style Transfer in the Vectorization Process of Floorplans (Short Paper)

Authors: Seongyong Kim, Seula Park, and Kiyun Yu

Published in: LIPIcs, Volume 114, 10th International Conference on Geographic Information Science (GIScience 2018)

Abstract

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.

Cite as

Seongyong Kim, Seula Park, and Kiyun Yu. Application of Style Transfer in the Vectorization Process of Floorplans (Short Paper). In 10th International Conference on Geographic Information Science (GIScience 2018). Leibniz International Proceedings in Informatics (LIPIcs), Volume 114, pp. 39:1-39:6, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2018)

Copy BibTex To Clipboard

@InProceedings{kim_et_al:LIPIcs.GISCIENCE.2018.39,
  author =	{Kim, Seongyong and Park, Seula and Yu, Kiyun},
  title =	{{Application of Style Transfer in the Vectorization Process of Floorplans}},
  booktitle =	{10th International Conference on Geographic Information Science (GIScience 2018)},
  pages =	{39:1--39:6},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-083-5},
  ISSN =	{1868-8969},
  year =	{2018},
  volume =	{114},
  editor =	{Winter, Stephan and Griffin, Amy and Sester, Monika},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GISCIENCE.2018.39},
  URN =		{urn:nbn:de:0030-drops-93672},
  doi =		{10.4230/LIPIcs.GISCIENCE.2018.39},
  annote =	{Keywords: Floorplan, Vectorising, Style Transfer, Generative Adversarial Networks}
}

Search Results

Documents authored by Park, Seula

Application of Style Transfer in the Vectorization Process of Floorplans (Short Paper)

Abstract

Cite as

Thanks for your feedback!

Could not send message