FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2955178892> ?p ?o ?g. }

• W2955178892 endingPage "2686" @default.
• W2955178892 startingPage "2686" @default.
• W2955178892 abstract "In civil engineering, the stability of concrete is of great significance to safety of people’s life and property, so it is necessary to detect concrete damage effectively. In this paper, we treat crack detection on concrete surface as a semantic segmentation task that distinguishes background from crack at the pixel level. Inspired by Fully Convolutional Networks (FCN), we propose a full convolution network based on dilated convolution for concrete crack detection, which consists of an encoder and a decoder. Specifically, we first used the residual network to extract the feature maps of the input image, designed the dilated convolutions with different dilation rates to extract the feature maps of different receptive fields, and fused the extracted features from multiple branches. Then, we exploited the stacked deconvolution to do up-sampling operator in the fused feature maps. Finally, we used the SoftMax function to classify the feature maps at the pixel level. In order to verify the validity of the model, we introduced the commonly used evaluation indicators of semantic segmentation: Pixel Accuracy (PA), Mean Pixel Accuracy (MPA), Mean Intersection over Union (MIoU), and Frequency Weighted Intersection over Union (FWIoU). The experimental results show that the proposed model converges faster and has better generalization performance on the test set by introducing dilated convolutions with different dilation rates and a multi-branch fusion strategy. Our model has a PA of 96.84%, MPA of 92.55%, MIoU of 86.05% and FWIoU of 94.22% on the test set, which is superior to other models." @default.
• W2955178892 created "2019-07-12" @default.
• W2955178892 creator A5018244700 @default.
• W2955178892 creator A5061415158 @default.
• W2955178892 creator A5067580558 @default.
• W2955178892 creator A5073216396 @default.
• W2955178892 creator A5077592935 @default.
• W2955178892 date "2019-07-01" @default.
• W2955178892 modified "2023-10-14" @default.
• W2955178892 title "Concrete Cracks Detection Based on FCN with Dilated Convolution" @default.
• W2955178892 cites W2117539524 @default.
• W2955178892 cites W2332793506 @default.
• W2955178892 cites W2598457882 @default.
• W2955178892 cites W2742594625 @default.
• W2955178892 cites W2748643398 @default.
• W2955178892 cites W2765854388 @default.
• W2955178892 cites W2768955070 @default.
• W2955178892 cites W2795794298 @default.
• W2955178892 cites W2801439730 @default.
• W2955178892 cites W2884143694 @default.
• W2955178892 cites W2888270240 @default.
• W2955178892 cites W2889035772 @default.
• W2955178892 cites W2889494142 @default.
• W2955178892 cites W2896613037 @default.
• W2955178892 cites W2897550403 @default.
• W2955178892 cites W2903163391 @default.
• W2955178892 cites W2905163589 @default.
• W2955178892 cites W2906180629 @default.
• W2955178892 cites W2909232022 @default.
• W2955178892 cites W2909813189 @default.
• W2955178892 cites W2914046405 @default.
• W2955178892 cites W2914162688 @default.
• W2955178892 cites W2931190429 @default.
• W2955178892 cites W2938366133 @default.
• W2955178892 cites W2941356554 @default.
• W2955178892 cites W2943686015 @default.
• W2955178892 cites W639708223 @default.
• W2955178892 doi "https://doi.org/10.3390/app9132686" @default.
• W2955178892 hasPublicationYear "2019" @default.
• W2955178892 type Work @default.
• W2955178892 sameAs 2955178892 @default.
• W2955178892 citedByCount "63" @default.
• W2955178892 countsByYear W29551788922019 @default.
• W2955178892 countsByYear W29551788922020 @default.
• W2955178892 countsByYear W29551788922021 @default.
• W2955178892 countsByYear W29551788922022 @default.
• W2955178892 countsByYear W29551788922023 @default.
• W2955178892 crossrefType "journal-article" @default.
• W2955178892 hasAuthorship W2955178892A5018244700 @default.
• W2955178892 hasAuthorship W2955178892A5061415158 @default.
• W2955178892 hasAuthorship W2955178892A5067580558 @default.
• W2955178892 hasAuthorship W2955178892A5073216396 @default.
• W2955178892 hasAuthorship W2955178892A5077592935 @default.
• W2955178892 hasBestOaLocation W29551788921 @default.
• W2955178892 hasConcept C11413529 @default.
• W2955178892 hasConcept C114614502 @default.
• W2955178892 hasConcept C138885662 @default.
• W2955178892 hasConcept C153180895 @default.
• W2955178892 hasConcept C154945302 @default.
• W2955178892 hasConcept C155512373 @default.
• W2955178892 hasConcept C160633673 @default.
• W2955178892 hasConcept C169903167 @default.
• W2955178892 hasConcept C188441871 @default.
• W2955178892 hasConcept C2776401178 @default.
• W2955178892 hasConcept C2780757906 @default.
• W2955178892 hasConcept C31972630 @default.
• W2955178892 hasConcept C33923547 @default.
• W2955178892 hasConcept C41008148 @default.
• W2955178892 hasConcept C41895202 @default.
• W2955178892 hasConcept C45347329 @default.
• W2955178892 hasConcept C50644808 @default.
• W2955178892 hasConcept C81363708 @default.
• W2955178892 hasConcept C89600930 @default.
• W2955178892 hasConceptScore W2955178892C11413529 @default.
• W2955178892 hasConceptScore W2955178892C114614502 @default.
• W2955178892 hasConceptScore W2955178892C138885662 @default.
• W2955178892 hasConceptScore W2955178892C153180895 @default.
• W2955178892 hasConceptScore W2955178892C154945302 @default.
• W2955178892 hasConceptScore W2955178892C155512373 @default.
• W2955178892 hasConceptScore W2955178892C160633673 @default.
• W2955178892 hasConceptScore W2955178892C169903167 @default.
• W2955178892 hasConceptScore W2955178892C188441871 @default.
• W2955178892 hasConceptScore W2955178892C2776401178 @default.
• W2955178892 hasConceptScore W2955178892C2780757906 @default.
• W2955178892 hasConceptScore W2955178892C31972630 @default.
• W2955178892 hasConceptScore W2955178892C33923547 @default.
• W2955178892 hasConceptScore W2955178892C41008148 @default.
• W2955178892 hasConceptScore W2955178892C41895202 @default.
• W2955178892 hasConceptScore W2955178892C45347329 @default.
• W2955178892 hasConceptScore W2955178892C50644808 @default.
• W2955178892 hasConceptScore W2955178892C81363708 @default.
• W2955178892 hasConceptScore W2955178892C89600930 @default.
• W2955178892 hasFunder F4320335595 @default.
• W2955178892 hasIssue "13" @default.
• W2955178892 hasLocation W29551788921 @default.
• W2955178892 hasOpenAccess W2955178892 @default.
• W2955178892 hasPrimaryLocation W29551788921 @default.
• W2955178892 hasRelatedWork W2804941026 @default.

• next