Matches in SemOpenAlex for { <https://semopenalex.org/work/W3085087333> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W3085087333 endingPage "5" @default.
- W3085087333 startingPage "1" @default.
- W3085087333 abstract "Semantic segmentation of small-scale objects in very high resolution (VHR) remote sensing images plays an important role in some special tasks, such as change detection and mapping of land cover. However, due to small size, small-scale objects are more likely to be completely obscured by shadows than large-scale objects, which make it difficult for the traditional convolutional neural network (CNN) to distinguish small-scale objects from shadows. Furthermore, even if small-scale objects are distinguished, their boundaries are still difficult to refine. To solve the above problems, a novel context union edge network (CEN) for small-scale objects semantic segmentation is proposed by comprehensively considering both the contextual and edge information. In CEN, a plug-and-play context-based feature enhancement module (CFEM) is designed to enhance the ability of CNNs to distinguish small-scale objects. Then, an information exchange mechanism (IEM) is proposed based on the dual-stream (semantic and edge stream) network to refine the boundaries of small-scale objects. Finally, some experiments based on the ISPRS Vaihingen data set are conducted in terms of both overall accuracy (OA) and F1-score. The proposed CEN achieves 89.9% of F1-score for small-scale objects (cars) and 90.9% of OA, harvesting new state-of-the-art results." @default.
- W3085087333 created "2020-09-21" @default.
- W3085087333 creator A5036258937 @default.
- W3085087333 creator A5049671371 @default.
- W3085087333 creator A5063673643 @default.
- W3085087333 date "2022-01-01" @default.
- W3085087333 modified "2023-10-14" @default.
- W3085087333 title "Context Union Edge Network for Semantic Segmentation of Small-Scale Objects in Very High Resolution Remote Sensing Images" @default.
- W3085087333 cites W1903029394 @default.
- W3085087333 cites W1909515874 @default.
- W3085087333 cites W2194775991 @default.
- W3085087333 cites W2306289963 @default.
- W3085087333 cites W2412782625 @default.
- W3085087333 cites W2480078828 @default.
- W3085087333 cites W2610528085 @default.
- W3085087333 cites W2793268137 @default.
- W3085087333 cites W2955058313 @default.
- W3085087333 cites W2963091558 @default.
- W3085087333 cites W2963378109 @default.
- W3085087333 cites W2963420686 @default.
- W3085087333 cites W2963659230 @default.
- W3085087333 cites W2982826170 @default.
- W3085087333 cites W2991471181 @default.
- W3085087333 doi "https://doi.org/10.1109/lgrs.2020.3021210" @default.
- W3085087333 hasPublicationYear "2022" @default.
- W3085087333 type Work @default.
- W3085087333 sameAs 3085087333 @default.
- W3085087333 citedByCount "8" @default.
- W3085087333 countsByYear W30850873332021 @default.
- W3085087333 countsByYear W30850873332022 @default.
- W3085087333 countsByYear W30850873332023 @default.
- W3085087333 crossrefType "journal-article" @default.
- W3085087333 hasAuthorship W3085087333A5036258937 @default.
- W3085087333 hasAuthorship W3085087333A5049671371 @default.
- W3085087333 hasAuthorship W3085087333A5063673643 @default.
- W3085087333 hasConcept C124504099 @default.
- W3085087333 hasConcept C138885662 @default.
- W3085087333 hasConcept C153180895 @default.
- W3085087333 hasConcept C154945302 @default.
- W3085087333 hasConcept C162307627 @default.
- W3085087333 hasConcept C166957645 @default.
- W3085087333 hasConcept C205372480 @default.
- W3085087333 hasConcept C205649164 @default.
- W3085087333 hasConcept C2776401178 @default.
- W3085087333 hasConcept C2778755073 @default.
- W3085087333 hasConcept C2779343474 @default.
- W3085087333 hasConcept C31972630 @default.
- W3085087333 hasConcept C41008148 @default.
- W3085087333 hasConcept C41895202 @default.
- W3085087333 hasConcept C58640448 @default.
- W3085087333 hasConcept C62649853 @default.
- W3085087333 hasConcept C64754055 @default.
- W3085087333 hasConcept C81363708 @default.
- W3085087333 hasConcept C89600930 @default.
- W3085087333 hasConceptScore W3085087333C124504099 @default.
- W3085087333 hasConceptScore W3085087333C138885662 @default.
- W3085087333 hasConceptScore W3085087333C153180895 @default.
- W3085087333 hasConceptScore W3085087333C154945302 @default.
- W3085087333 hasConceptScore W3085087333C162307627 @default.
- W3085087333 hasConceptScore W3085087333C166957645 @default.
- W3085087333 hasConceptScore W3085087333C205372480 @default.
- W3085087333 hasConceptScore W3085087333C205649164 @default.
- W3085087333 hasConceptScore W3085087333C2776401178 @default.
- W3085087333 hasConceptScore W3085087333C2778755073 @default.
- W3085087333 hasConceptScore W3085087333C2779343474 @default.
- W3085087333 hasConceptScore W3085087333C31972630 @default.
- W3085087333 hasConceptScore W3085087333C41008148 @default.
- W3085087333 hasConceptScore W3085087333C41895202 @default.
- W3085087333 hasConceptScore W3085087333C58640448 @default.
- W3085087333 hasConceptScore W3085087333C62649853 @default.
- W3085087333 hasConceptScore W3085087333C64754055 @default.
- W3085087333 hasConceptScore W3085087333C81363708 @default.
- W3085087333 hasConceptScore W3085087333C89600930 @default.
- W3085087333 hasFunder F4320321001 @default.
- W3085087333 hasFunder F4320326938 @default.
- W3085087333 hasLocation W30850873331 @default.
- W3085087333 hasOpenAccess W3085087333 @default.
- W3085087333 hasPrimaryLocation W30850873331 @default.
- W3085087333 hasRelatedWork W1669643531 @default.
- W3085087333 hasRelatedWork W1982826852 @default.
- W3085087333 hasRelatedWork W2005437358 @default.
- W3085087333 hasRelatedWork W2008656436 @default.
- W3085087333 hasRelatedWork W2023558673 @default.
- W3085087333 hasRelatedWork W2110230079 @default.
- W3085087333 hasRelatedWork W2134924024 @default.
- W3085087333 hasRelatedWork W2436032119 @default.
- W3085087333 hasRelatedWork W2517104666 @default.
- W3085087333 hasRelatedWork W2613186388 @default.
- W3085087333 hasVolume "19" @default.
- W3085087333 isParatext "false" @default.
- W3085087333 isRetracted "false" @default.
- W3085087333 magId "3085087333" @default.
- W3085087333 workType "article" @default.