FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285803898> ?p ?o ?g. }

• W4285803898 endingPage "3415" @default.
• W4285803898 startingPage "3415" @default.
• W4285803898 abstract "Three-dimensional digital models play a pivotal role in city planning, monitoring, and sustainable management of smart and Digital Twin Cities (DTCs). In this context, semantic segmentation of airborne 3D point clouds is crucial for modeling, simulating, and understanding large-scale urban environments. Previous research studies have demonstrated that the performance of 3D semantic segmentation can be improved by fusing 3D point clouds and other data sources. In this paper, a new prior-level fusion approach is proposed for semantic segmentation of large-scale urban areas using optical images and point clouds. The proposed approach uses image classification obtained by the Maximum Likelihood Classifier as the prior knowledge for 3D semantic segmentation. Afterwards, the raster values from classified images are assigned to Lidar point clouds at the data preparation step. Finally, an advanced Deep Learning model (RandLaNet) is adopted to perform the 3D semantic segmentation. The results show that the proposed approach provides good results in terms of both evaluation metrics and visual examination with a higher Intersection over Union (96%) on the created dataset, compared with (92%) for the non-fusion approach." @default.
• W4285803898 created "2022-07-19" @default.
• W4285803898 creator A5036617218 @default.
• W4285803898 creator A5049319155 @default.
• W4285803898 creator A5053239225 @default.
• W4285803898 creator A5057655138 @default.
• W4285803898 creator A5072219045 @default.
• W4285803898 date "2022-07-16" @default.
• W4285803898 modified "2023-09-30" @default.
• W4285803898 title "A Prior Level Fusion Approach for the Semantic Segmentation of 3D Point Clouds Using Deep Learning" @default.
• W4285803898 cites W1497089125 @default.
• W4285803898 cites W1903208982 @default.
• W4285803898 cites W1996636804 @default.
• W4285803898 cites W2129725504 @default.
• W4285803898 cites W2239022495 @default.
• W4285803898 cites W2303172903 @default.
• W4285803898 cites W2335639764 @default.
• W4285803898 cites W2460657278 @default.
• W4285803898 cites W2469938794 @default.
• W4285803898 cites W2603392361 @default.
• W4285803898 cites W2609946960 @default.
• W4285803898 cites W2621083258 @default.
• W4285803898 cites W2761129952 @default.
• W4285803898 cites W2761311588 @default.
• W4285803898 cites W2777961969 @default.
• W4285803898 cites W2780835727 @default.
• W4285803898 cites W2785825007 @default.
• W4285803898 cites W2799924016 @default.
• W4285803898 cites W2800306924 @default.
• W4285803898 cites W2890956903 @default.
• W4285803898 cites W2921362487 @default.
• W4285803898 cites W2923136550 @default.
• W4285803898 cites W2948280023 @default.
• W4285803898 cites W2963226018 @default.
• W4285803898 cites W2963281829 @default.
• W4285803898 cites W2963576229 @default.
• W4285803898 cites W2963706542 @default.
• W4285803898 cites W2972540077 @default.
• W4285803898 cites W2995029938 @default.
• W4285803898 cites W2998514016 @default.
• W4285803898 cites W3012494314 @default.
• W4285803898 cites W3039448353 @default.
• W4285803898 cites W3091848145 @default.
• W4285803898 cites W3112678313 @default.
• W4285803898 cites W3130587814 @default.
• W4285803898 cites W3160373111 @default.
• W4285803898 cites W3197284130 @default.
• W4285803898 cites W4200366492 @default.
• W4285803898 doi "https://doi.org/10.3390/rs14143415" @default.
• W4285803898 hasPublicationYear "2022" @default.
• W4285803898 type Work @default.
• W4285803898 citedByCount "3" @default.
• W4285803898 countsByYear W42858038982022 @default.
• W4285803898 countsByYear W42858038982023 @default.
• W4285803898 crossrefType "journal-article" @default.
• W4285803898 hasAuthorship W4285803898A5036617218 @default.
• W4285803898 hasAuthorship W4285803898A5049319155 @default.
• W4285803898 hasAuthorship W4285803898A5053239225 @default.
• W4285803898 hasAuthorship W4285803898A5057655138 @default.
• W4285803898 hasAuthorship W4285803898A5072219045 @default.
• W4285803898 hasBestOaLocation W42858038981 @default.
• W4285803898 hasConcept C124504099 @default.
• W4285803898 hasConcept C131979681 @default.
• W4285803898 hasConcept C153180895 @default.
• W4285803898 hasConcept C154945302 @default.
• W4285803898 hasConcept C181844469 @default.
• W4285803898 hasConcept C205649164 @default.
• W4285803898 hasConcept C2524010 @default.
• W4285803898 hasConcept C28719098 @default.
• W4285803898 hasConcept C31972630 @default.
• W4285803898 hasConcept C33923547 @default.
• W4285803898 hasConcept C41008148 @default.
• W4285803898 hasConcept C51399673 @default.
• W4285803898 hasConcept C58640448 @default.
• W4285803898 hasConcept C62649853 @default.
• W4285803898 hasConcept C64543145 @default.
• W4285803898 hasConcept C89600930 @default.
• W4285803898 hasConceptScore W4285803898C124504099 @default.
• W4285803898 hasConceptScore W4285803898C131979681 @default.
• W4285803898 hasConceptScore W4285803898C153180895 @default.
• W4285803898 hasConceptScore W4285803898C154945302 @default.
• W4285803898 hasConceptScore W4285803898C181844469 @default.
• W4285803898 hasConceptScore W4285803898C205649164 @default.
• W4285803898 hasConceptScore W4285803898C2524010 @default.
• W4285803898 hasConceptScore W4285803898C28719098 @default.
• W4285803898 hasConceptScore W4285803898C31972630 @default.
• W4285803898 hasConceptScore W4285803898C33923547 @default.
• W4285803898 hasConceptScore W4285803898C41008148 @default.
• W4285803898 hasConceptScore W4285803898C51399673 @default.
• W4285803898 hasConceptScore W4285803898C58640448 @default.
• W4285803898 hasConceptScore W4285803898C62649853 @default.
• W4285803898 hasConceptScore W4285803898C64543145 @default.
• W4285803898 hasConceptScore W4285803898C89600930 @default.
• W4285803898 hasIssue "14" @default.
• W4285803898 hasLocation W42858038981 @default.
• W4285803898 hasLocation W42858038982 @default.
• W4285803898 hasOpenAccess W4285803898 @default.
• W4285803898 hasPrimaryLocation W42858038981 @default.

• next