FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3169352167> ?p ?o ?g. }

• W3169352167 endingPage "1204" @default.
• W3169352167 startingPage "1200" @default.
• W3169352167 abstract "Recent studies of driving scene understanding based on image semantic segmentation have achieved dramatic advances in speed and accuracy. Large-scale public datasets for semantic segmentation of paved road driving scenes have led the advances, but there is no large-scale public dataset for unpaved road environments. Building a large-scale image semantic segmentation dataset for unpaved roads is very expensive, and domain gaps between geographically distributed locations and those of seasonal changes hinder building a training dataset that is adequate to train a convolutional neural network model. In this paper, to resolve the data insufficiency problem, we use an one-shot learning setting in unpaved road driving scene understanding. Our One-shot Summary Prototypical Network (OSPNet) is trained with paved road driving scenes, and it identifies drivable regions in unpaved roads given only a single support image and unpaved road mask data. The OSPNet improves previous two branch few-shot segmentation approaches by introducing the summary branch which enables channel-wise weighting for important features in the feature map of support and query branches. Our experiments show that our model quantitatively and qualitatively outperforms recent supervised and few-shot segmentation models." @default.
• W3169352167 created "2021-06-22" @default.
• W3169352167 creator A5003774598 @default.
• W3169352167 creator A5019851024 @default.
• W3169352167 creator A5024966230 @default.
• W3169352167 creator A5063980282 @default.
• W3169352167 date "2021-01-01" @default.
• W3169352167 modified "2023-10-17" @default.
• W3169352167 title "One-Shot Summary Prototypical Network Toward Accurate Unpaved Road Semantic Segmentation" @default.
• W3169352167 cites W1903029394 @default.
• W3169352167 cites W2115579991 @default.
• W3169352167 cites W2340897893 @default.
• W3169352167 cites W2560023338 @default.
• W3169352167 cites W2741701287 @default.
• W3169352167 cites W2752782242 @default.
• W3169352167 cites W2884436604 @default.
• W3169352167 cites W2892220819 @default.
• W3169352167 cites W2916798096 @default.
• W3169352167 cites W2955058313 @default.
• W3169352167 cites W2963078159 @default.
• W3169352167 cites W2963419596 @default.
• W3169352167 cites W2963599420 @default.
• W3169352167 cites W2963881378 @default.
• W3169352167 cites W2964211168 @default.
• W3169352167 cites W2964217532 @default.
• W3169352167 cites W2990230185 @default.
• W3169352167 cites W3035564946 @default.
• W3169352167 cites W3047258141 @default.
• W3169352167 cites W3108189450 @default.
• W3169352167 cites W3109301572 @default.
• W3169352167 doi "https://doi.org/10.1109/lsp.2021.3087457" @default.
• W3169352167 hasPublicationYear "2021" @default.
• W3169352167 type Work @default.
• W3169352167 sameAs 3169352167 @default.
• W3169352167 citedByCount "2" @default.
• W3169352167 countsByYear W31693521672022 @default.
• W3169352167 crossrefType "journal-article" @default.
• W3169352167 hasAuthorship W3169352167A5003774598 @default.
• W3169352167 hasAuthorship W3169352167A5019851024 @default.
• W3169352167 hasAuthorship W3169352167A5024966230 @default.
• W3169352167 hasAuthorship W3169352167A5063980282 @default.
• W3169352167 hasConcept C119857082 @default.
• W3169352167 hasConcept C124504099 @default.
• W3169352167 hasConcept C126838900 @default.
• W3169352167 hasConcept C138885662 @default.
• W3169352167 hasConcept C154945302 @default.
• W3169352167 hasConcept C178790620 @default.
• W3169352167 hasConcept C183115368 @default.
• W3169352167 hasConcept C184337299 @default.
• W3169352167 hasConcept C185592680 @default.
• W3169352167 hasConcept C199360897 @default.
• W3169352167 hasConcept C205649164 @default.
• W3169352167 hasConcept C2776401178 @default.
• W3169352167 hasConcept C2778344882 @default.
• W3169352167 hasConcept C2778755073 @default.
• W3169352167 hasConcept C31972630 @default.
• W3169352167 hasConcept C41008148 @default.
• W3169352167 hasConcept C41895202 @default.
• W3169352167 hasConcept C58640448 @default.
• W3169352167 hasConcept C71924100 @default.
• W3169352167 hasConcept C81363708 @default.
• W3169352167 hasConcept C89600930 @default.
• W3169352167 hasConceptScore W3169352167C119857082 @default.
• W3169352167 hasConceptScore W3169352167C124504099 @default.
• W3169352167 hasConceptScore W3169352167C126838900 @default.
• W3169352167 hasConceptScore W3169352167C138885662 @default.
• W3169352167 hasConceptScore W3169352167C154945302 @default.
• W3169352167 hasConceptScore W3169352167C178790620 @default.
• W3169352167 hasConceptScore W3169352167C183115368 @default.
• W3169352167 hasConceptScore W3169352167C184337299 @default.
• W3169352167 hasConceptScore W3169352167C185592680 @default.
• W3169352167 hasConceptScore W3169352167C199360897 @default.
• W3169352167 hasConceptScore W3169352167C205649164 @default.
• W3169352167 hasConceptScore W3169352167C2776401178 @default.
• W3169352167 hasConceptScore W3169352167C2778344882 @default.
• W3169352167 hasConceptScore W3169352167C2778755073 @default.
• W3169352167 hasConceptScore W3169352167C31972630 @default.
• W3169352167 hasConceptScore W3169352167C41008148 @default.
• W3169352167 hasConceptScore W3169352167C41895202 @default.
• W3169352167 hasConceptScore W3169352167C58640448 @default.
• W3169352167 hasConceptScore W3169352167C71924100 @default.
• W3169352167 hasConceptScore W3169352167C81363708 @default.
• W3169352167 hasConceptScore W3169352167C89600930 @default.
• W3169352167 hasLocation W31693521671 @default.
• W3169352167 hasOpenAccess W3169352167 @default.
• W3169352167 hasPrimaryLocation W31693521671 @default.
• W3169352167 hasRelatedWork W1507266234 @default.
• W3169352167 hasRelatedWork W1631910785 @default.
• W3169352167 hasRelatedWork W1669643531 @default.
• W3169352167 hasRelatedWork W1721780360 @default.
• W3169352167 hasRelatedWork W2110230079 @default.
• W3169352167 hasRelatedWork W2117664411 @default.
• W3169352167 hasRelatedWork W2117933325 @default.
• W3169352167 hasRelatedWork W2122581818 @default.
• W3169352167 hasRelatedWork W2159066190 @default.
• W3169352167 hasRelatedWork W2739874619 @default.
• W3169352167 hasVolume "28" @default.
• W3169352167 isParatext "false" @default.

• next