Automatic structural scene digitalization

作者:Tang Rui*; Wang Yuhan; Cosker Darren; Li Wenbin*
来源:PLos One, 2017, 12(11): e0187513.
DOI:10.1371/journal.pone.0187513

摘要

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.

  • 出版日期2017-11-17

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