Automatic structural scene digitalization

Rui Tang, Yuhan Wang, Darren Cosker, Wenbin Li

Research output: Contribution to journalArticle

1 Citation (Scopus)
27 Downloads (Pure)

Abstract

In this paper, we present an automatic system for the analysis and labeling of structural scenes, floor plan drawings in Computer-aided Design (CAD) format. The proposed system applies a fusion strategy to detect and recognize various components of CAD floor plans, such as walls, doors, windows and other ambiguous assets. Technically, a general rule-based filter parsing method is fist adopted to extract effective information from the original floor plan. Then, an image-processing based recovery method is employed to correct information extracted in the first step. Our proposed method is fully automatic and real-time. Such analysis system provides high accuracy and is also evaluated on a public website that, on average, archives more than ten thousands effective uses per day and reaches a relatively high satisfaction rate.
Original languageEnglish
Article numbere0187513
Pages (from-to)1-29
Number of pages29
JournalPLoS ONE
Volume12
Issue number11
DOIs
Publication statusPublished - 17 Nov 2017

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