Automatic structural scene digitalization.
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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2017-01-01
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| Series: | PLoS ONE |
| Online Access: | http://europepmc.org/articles/PMC5693441?pdf=render |
| _version_ | 1819261601396555776 |
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| author | Rui Tang Yuhan Wang Darren Cosker Wenbin Li |
| author_facet | Rui Tang Yuhan Wang Darren Cosker Wenbin Li |
| author_sort | Rui Tang |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-12-23T19:44:24Z |
| format | Article |
| id | doaj.art-99745ded3fdd46008e71c4880dd435c2 |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-12-23T19:44:24Z |
| publishDate | 2017-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-99745ded3fdd46008e71c4880dd435c22022-12-21T17:33:35ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-011211e018751310.1371/journal.pone.0187513Automatic structural scene digitalization.Rui TangYuhan WangDarren CoskerWenbin LiIn 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.http://europepmc.org/articles/PMC5693441?pdf=render |
| spellingShingle | Rui Tang Yuhan Wang Darren Cosker Wenbin Li Automatic structural scene digitalization. PLoS ONE |
| title | Automatic structural scene digitalization. |
| title_full | Automatic structural scene digitalization. |
| title_fullStr | Automatic structural scene digitalization. |
| title_full_unstemmed | Automatic structural scene digitalization. |
| title_short | Automatic structural scene digitalization. |
| title_sort | automatic structural scene digitalization |
| url | http://europepmc.org/articles/PMC5693441?pdf=render |
| work_keys_str_mv | AT ruitang automaticstructuralscenedigitalization AT yuhanwang automaticstructuralscenedigitalization AT darrencosker automaticstructuralscenedigitalization AT wenbinli automaticstructuralscenedigitalization |