Improved Automatic Analysis of Architectural Floor Plans

被引:79
作者
Ahmed, Sheraz [1 ]
Liwicki, Marcus [1 ]
Weber, Markus [1 ]
Dengel, Andreas [1 ]
机构
[1] German Res Ctr AI DFKI, Knowledge Management Dept, Kaiserslautern, Germany
来源
11TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR 2011) | 2011年
关键词
RECOGNITION;
D O I
10.1109/ICDAR.2011.177
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a novel complete system for automated floor plan analysis. Besides applying and improving state-of-the-art processing methods, we introduce novel preprocessing methods, e. g., the differentiation between thick, medium, and thin lines and the removal of components outside the convex hull of the outer walls. Especially the latter method increases the performance of the final system. In our experiments on a reference data set we compare our approach to other approaches available in the literature. We show that our system outperforms previous systems. The final room recognition accuracy is 79% that is 10% higher than the 69% achieved by a state-of-the-art approach from the literature.
引用
收藏
页码:864 / 869
页数:6
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