Automatic Rendering of Building Floor Plan Images from Textual Descriptions in English Article Swipe
Mahak Jain
,
Anurag Sanyal
,
Shreya Goyal
,
Chiranjoy Chattopadhyay
,
Gaurav Bhatnagar
·
YOU?
·
· 2018
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.1811.11938
YOU?
·
· 2018
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.1811.11938
Human beings understand natural language description and could able to imagine a corresponding visual for the same. For example, given a description of the interior of a house, we could imagine its structure and arrangements of furniture. Automatic synthesis of real-world images from text descriptions has been explored in the computer vision community. However, there is no such attempt in the area of document images, like floor plans. Floor plan synthesis from sketches, as well as data-driven models, were proposed earlier. Ours is the first attempt to render building floor plan images from textual description automatically. Here, the input is a natural language description of the internal structure and furniture arrangements within a house, and the output is the 2D floor plan image of the same. We have experimented on publicly available benchmark floor plan datasets. We were able to render realistic synthesized floor plan images from the description written in English.
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Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://arxiv.org/pdf/1811.11938.pdf
- OA Status
- green
- Cited By
- 1
- References
- 13
- Related Works
- 20
- OpenAlex ID
- https://openalex.org/W2903433199
All OpenAlex metadata
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- OpenAlex ID
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https://openalex.org/W2903433199Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.48550/arxiv.1811.11938Digital Object Identifier
- Title
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Automatic Rendering of Building Floor Plan Images from Textual Descriptions in EnglishWork title
- Type
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preprintOpenAlex work type
- Language
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enPrimary language
- Publication year
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2018Year of publication
- Publication date
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2018-11-29Full publication date if available
- Authors
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Mahak Jain, Anurag Sanyal, Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav BhatnagarList of authors in order
- Landing page
-
https://arxiv.org/pdf/1811.11938.pdfPublisher landing page
- Open access
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YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
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https://arxiv.org/pdf/1811.11938.pdfDirect OA link when available
- Concepts
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Floor plan, Rendering (computer graphics), Plan (archaeology), Computer science, Natural (archaeology), Artificial intelligence, Benchmark (surveying), Computer graphics (images), Engineering drawing, Natural language processing, Geology, Engineering, Archaeology, History, GeodesyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
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2020: 1Per-year citation counts (last 5 years)
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13Number of works referenced by this work
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20Other works algorithmically related by OpenAlex
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| abstract_inverted_index.furniture. | 36 |
| abstract_inverted_index.real-world | 40 |
| abstract_inverted_index.understand | 2 |
| abstract_inverted_index.data-driven | 76 |
| abstract_inverted_index.description | 5, 21, 94, 103, 148 |
| abstract_inverted_index.synthesized | 142 |
| abstract_inverted_index.arrangements | 34, 110 |
| abstract_inverted_index.descriptions | 44 |
| abstract_inverted_index.experimented | 128 |
| abstract_inverted_index.corresponding | 12 |
| abstract_inverted_index.automatically. | 95 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 5 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/11 |
| sustainable_development_goals[0].score | 0.5299999713897705 |
| sustainable_development_goals[0].display_name | Sustainable cities and communities |
| citation_normalized_percentile |