FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4380927854> ?p ?o ?g. }

• W4380927854 endingPage "168" @default.
• W4380927854 startingPage "158" @default.
• W4380927854 abstract "Distributed solar photovoltaic (PV) harvesting is an effective way to collect solar energy in existing metropolitan cities. To facilitate the installation of PV modules at solar abundant locations, an accurate estimation of solar PV spatial potential is indispensable. Solar energy could be reflected on high-albedo building surfaces inside the urban canyon. However, using conventional ways to construct albedo datasets for different building surfaces is extremely labor-intense. In this work, we proposed to use semantic segmentation to identify façade materials from street view images. Due to the distinguishable features between materials in terms of the subtle texture and patterns rather than just their shapes and colors, identification requires more details from images, which makes multi-scale inference structure a promising solution. Compared with existing methods combining scales features at pixel-level, we proposed a novel Multi-Scale Contextual Attention Network (MSCA), using a Multi-Scale Object-Contextual Representation (OCR) block to exploit and combine contextual information from different scales in high dimensional layers. The experimental results show that the proposed model significantly outperforms the existing models, achieving a mean Intersection over Union (mIOU) of 70.23%. The results indicate that the MSCA can effectively obtain the materials information from street views and can be a reliable solution to providing urban albedo information for solar estimation." @default.
• W4380927854 created "2023-06-17" @default.
• W4380927854 creator A5008613026 @default.
• W4380927854 creator A5022175956 @default.
• W4380927854 creator A5033427661 @default.
• W4380927854 creator A5080740924 @default.
• W4380927854 creator A5092187249 @default.
• W4380927854 date "2023-08-01" @default.
• W4380927854 modified "2023-09-27" @default.
• W4380927854 title "Semantic segmentation of urban building surface materials using multi-scale contextual attention network" @default.
• W4380927854 cites W1953465585 @default.
• W4380927854 cites W1992610893 @default.
• W4380927854 cites W2000123870 @default.
• W4380927854 cites W2037131007 @default.
• W4380927854 cites W2055302526 @default.
• W4380927854 cites W2058847306 @default.
• W4380927854 cites W2058956911 @default.
• W4380927854 cites W2059552065 @default.
• W4380927854 cites W2110764733 @default.
• W4380927854 cites W2170505850 @default.
• W4380927854 cites W2194775991 @default.
• W4380927854 cites W2227923149 @default.
• W4380927854 cites W2413409057 @default.
• W4380927854 cites W2508286123 @default.
• W4380927854 cites W2560023338 @default.
• W4380927854 cites W2565639579 @default.
• W4380927854 cites W2565802871 @default.
• W4380927854 cites W2742023617 @default.
• W4380927854 cites W2796020483 @default.
• W4380927854 cites W2912034716 @default.
• W4380927854 cites W2946728429 @default.
• W4380927854 cites W2962891704 @default.
• W4380927854 cites W2964309882 @default.
• W4380927854 cites W2967764907 @default.
• W4380927854 cites W3003508115 @default.
• W4380927854 cites W3007023337 @default.
• W4380927854 cites W3027028760 @default.
• W4380927854 cites W3042600196 @default.
• W4380927854 cites W3107166590 @default.
• W4380927854 cites W3138074985 @default.
• W4380927854 cites W3147862541 @default.
• W4380927854 cites W3178925107 @default.
• W4380927854 cites W3216093197 @default.
• W4380927854 cites W4221074150 @default.
• W4380927854 cites W4224234379 @default.
• W4380927854 doi "https://doi.org/10.1016/j.isprsjprs.2023.06.001" @default.
• W4380927854 hasPublicationYear "2023" @default.
• W4380927854 type Work @default.
• W4380927854 citedByCount "1" @default.
• W4380927854 countsByYear W43809278542023 @default.
• W4380927854 crossrefType "journal-article" @default.
• W4380927854 hasAuthorship W4380927854A5008613026 @default.
• W4380927854 hasAuthorship W4380927854A5022175956 @default.
• W4380927854 hasAuthorship W4380927854A5033427661 @default.
• W4380927854 hasAuthorship W4380927854A5080740924 @default.
• W4380927854 hasAuthorship W4380927854A5092187249 @default.
• W4380927854 hasConcept C119599485 @default.
• W4380927854 hasConcept C124101348 @default.
• W4380927854 hasConcept C127413603 @default.
• W4380927854 hasConcept C154945302 @default.
• W4380927854 hasConcept C165696696 @default.
• W4380927854 hasConcept C205649164 @default.
• W4380927854 hasConcept C2524010 @default.
• W4380927854 hasConcept C2776214188 @default.
• W4380927854 hasConcept C2777210771 @default.
• W4380927854 hasConcept C2778755073 @default.
• W4380927854 hasConcept C31972630 @default.
• W4380927854 hasConcept C33923547 @default.
• W4380927854 hasConcept C38652104 @default.
• W4380927854 hasConcept C41008148 @default.
• W4380927854 hasConcept C41291067 @default.
• W4380927854 hasConcept C58640448 @default.
• W4380927854 hasConcept C64543145 @default.
• W4380927854 hasConcept C89600930 @default.
• W4380927854 hasConceptScore W4380927854C119599485 @default.
• W4380927854 hasConceptScore W4380927854C124101348 @default.
• W4380927854 hasConceptScore W4380927854C127413603 @default.
• W4380927854 hasConceptScore W4380927854C154945302 @default.
• W4380927854 hasConceptScore W4380927854C165696696 @default.
• W4380927854 hasConceptScore W4380927854C205649164 @default.
• W4380927854 hasConceptScore W4380927854C2524010 @default.
• W4380927854 hasConceptScore W4380927854C2776214188 @default.
• W4380927854 hasConceptScore W4380927854C2777210771 @default.
• W4380927854 hasConceptScore W4380927854C2778755073 @default.
• W4380927854 hasConceptScore W4380927854C31972630 @default.
• W4380927854 hasConceptScore W4380927854C33923547 @default.
• W4380927854 hasConceptScore W4380927854C38652104 @default.
• W4380927854 hasConceptScore W4380927854C41008148 @default.
• W4380927854 hasConceptScore W4380927854C41291067 @default.
• W4380927854 hasConceptScore W4380927854C58640448 @default.
• W4380927854 hasConceptScore W4380927854C64543145 @default.
• W4380927854 hasConceptScore W4380927854C89600930 @default.
• W4380927854 hasLocation W43809278541 @default.
• W4380927854 hasOpenAccess W4380927854 @default.
• W4380927854 hasPrimaryLocation W43809278541 @default.
• W4380927854 hasRelatedWork W1669643531 @default.
• W4380927854 hasRelatedWork W1982826852 @default.
• W4380927854 hasRelatedWork W2005437358 @default.

• next