Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386546926> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4386546926 endingPage "4421" @default.
- W4386546926 startingPage "4421" @default.
- W4386546926 abstract "In this paper, we present a workflow that combines supervised and unsupervised methods for the reconstruction of geometric models with architectural information from unordered 3D data. Our method uses a downsampling strategy to enrich features to provide scalability for large datasets, increase robustness, and be independent of the sensor used. A Neural Network is then used to segment the resulting point cloud into basic structures. This removes furniture and clutter and preserves the relevant walls, ceilings, floors, and openings. A 2D projection combined with a graph structure is used to find a Region of Interest within the cleaned point cloud, indicating a potential room. Each detected region is projected back into a 3D data patch to refine the room candidates and allow for more complex room structures. The resulting patches are fitted with a polygon using geometric approaches. In addition, architectural features, such as windows and doors, are added to the polygon. To demonstrate that the presented approach works and that the network provides usable results, even with changing data sources, we tested the approach in different real-world scenarios with different sensor systems." @default.
- W4386546926 created "2023-09-09" @default.
- W4386546926 creator A5015835709 @default.
- W4386546926 creator A5051652644 @default.
- W4386546926 creator A5080658883 @default.
- W4386546926 date "2023-09-08" @default.
- W4386546926 modified "2023-10-16" @default.
- W4386546926 title "Reconstructing Geometrical Models of Indoor Environments Based on Point Clouds" @default.
- W4386546926 cites W1263619056 @default.
- W4386546926 cites W1968200193 @default.
- W4386546926 cites W2000018820 @default.
- W4386546926 cites W2069693438 @default.
- W4386546926 cites W2103820944 @default.
- W4386546926 cites W2117948387 @default.
- W4386546926 cites W2169528473 @default.
- W4386546926 cites W2340897893 @default.
- W4386546926 cites W2460657278 @default.
- W4386546926 cites W2464708700 @default.
- W4386546926 cites W2467615243 @default.
- W4386546926 cites W2555618208 @default.
- W4386546926 cites W2583491955 @default.
- W4386546926 cites W2754971880 @default.
- W4386546926 cites W2776330782 @default.
- W4386546926 cites W2776645264 @default.
- W4386546926 cites W3012494314 @default.
- W4386546926 cites W3048038848 @default.
- W4386546926 cites W3087889724 @default.
- W4386546926 cites W3098686394 @default.
- W4386546926 cites W3126909426 @default.
- W4386546926 cites W3144280846 @default.
- W4386546926 cites W4214755140 @default.
- W4386546926 cites W4238805501 @default.
- W4386546926 cites W4283452255 @default.
- W4386546926 doi "https://doi.org/10.3390/rs15184421" @default.
- W4386546926 hasPublicationYear "2023" @default.
- W4386546926 type Work @default.
- W4386546926 citedByCount "0" @default.
- W4386546926 crossrefType "journal-article" @default.
- W4386546926 hasAuthorship W4386546926A5015835709 @default.
- W4386546926 hasAuthorship W4386546926A5051652644 @default.
- W4386546926 hasAuthorship W4386546926A5080658883 @default.
- W4386546926 hasBestOaLocation W43865469261 @default.
- W4386546926 hasConcept C104317684 @default.
- W4386546926 hasConcept C110384440 @default.
- W4386546926 hasConcept C115961682 @default.
- W4386546926 hasConcept C124101348 @default.
- W4386546926 hasConcept C126042441 @default.
- W4386546926 hasConcept C131979681 @default.
- W4386546926 hasConcept C136764020 @default.
- W4386546926 hasConcept C154945302 @default.
- W4386546926 hasConcept C177212765 @default.
- W4386546926 hasConcept C185592680 @default.
- W4386546926 hasConcept C190694206 @default.
- W4386546926 hasConcept C2780615836 @default.
- W4386546926 hasConcept C31972630 @default.
- W4386546926 hasConcept C41008148 @default.
- W4386546926 hasConcept C48044578 @default.
- W4386546926 hasConcept C55493867 @default.
- W4386546926 hasConcept C63479239 @default.
- W4386546926 hasConcept C76155785 @default.
- W4386546926 hasConcept C77088390 @default.
- W4386546926 hasConceptScore W4386546926C104317684 @default.
- W4386546926 hasConceptScore W4386546926C110384440 @default.
- W4386546926 hasConceptScore W4386546926C115961682 @default.
- W4386546926 hasConceptScore W4386546926C124101348 @default.
- W4386546926 hasConceptScore W4386546926C126042441 @default.
- W4386546926 hasConceptScore W4386546926C131979681 @default.
- W4386546926 hasConceptScore W4386546926C136764020 @default.
- W4386546926 hasConceptScore W4386546926C154945302 @default.
- W4386546926 hasConceptScore W4386546926C177212765 @default.
- W4386546926 hasConceptScore W4386546926C185592680 @default.
- W4386546926 hasConceptScore W4386546926C190694206 @default.
- W4386546926 hasConceptScore W4386546926C2780615836 @default.
- W4386546926 hasConceptScore W4386546926C31972630 @default.
- W4386546926 hasConceptScore W4386546926C41008148 @default.
- W4386546926 hasConceptScore W4386546926C48044578 @default.
- W4386546926 hasConceptScore W4386546926C55493867 @default.
- W4386546926 hasConceptScore W4386546926C63479239 @default.
- W4386546926 hasConceptScore W4386546926C76155785 @default.
- W4386546926 hasConceptScore W4386546926C77088390 @default.
- W4386546926 hasIssue "18" @default.
- W4386546926 hasLocation W43865469261 @default.
- W4386546926 hasOpenAccess W4386546926 @default.
- W4386546926 hasPrimaryLocation W43865469261 @default.
- W4386546926 hasRelatedWork W2035976912 @default.
- W4386546926 hasRelatedWork W2541791370 @default.
- W4386546926 hasRelatedWork W2921707373 @default.
- W4386546926 hasRelatedWork W2979718872 @default.
- W4386546926 hasRelatedWork W3094187672 @default.
- W4386546926 hasRelatedWork W3158534694 @default.
- W4386546926 hasRelatedWork W3206828132 @default.
- W4386546926 hasRelatedWork W4290774832 @default.
- W4386546926 hasRelatedWork W4293067784 @default.
- W4386546926 hasRelatedWork W4360962690 @default.
- W4386546926 hasVolume "15" @default.
- W4386546926 isParatext "false" @default.
- W4386546926 isRetracted "false" @default.
- W4386546926 workType "article" @default.