Matches in SemOpenAlex for { <https://semopenalex.org/work/W3127550792> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3127550792 endingPage "102" @default.
- W3127550792 startingPage "96" @default.
- W3127550792 abstract "Automatic image crack detection is a critical task for ensuring the safety of various facilities. However, it remains a challenging topic due to the complex background from long and sharp crack topologies. Inspired by recent advances on computer vision applications in deep learning, we propose a novel network architecture with richer feature fusion and attention mechanism and mixed pooling module for crack detection. The proposed network uses the mixed pooling module to replace the conventional spatial pooling. Moreover, we first extract the richer convolutional features to better characterize cracks. Then, we use a spatial attention (SA) in low level feature maps to capture the spatial structure information of cracks. Besides, we use a channel-wise attention (CA) to capture the features of high-level context. Finally, we fuse them together for the final crack prediction. A large crack dataset is used for training and testing. We evaluate our method on a large scale crack dataset, and experimental results on the DeepCrack dataset have demonstrate the effectiveness of the proposed method against state-of-the-art crack detection methods, which achieves Precision(P) 87.3%, Recall(R) 88.5%, and F-score over 88%." @default.
- W3127550792 created "2021-02-15" @default.
- W3127550792 creator A5001474262 @default.
- W3127550792 creator A5009751003 @default.
- W3127550792 creator A5035689268 @default.
- W3127550792 date "2021-05-01" @default.
- W3127550792 modified "2023-10-16" @default.
- W3127550792 title "Mixed pooling and richer attention feature fusion for crack detection" @default.
- W3127550792 cites W1974605586 @default.
- W3127550792 cites W2033294017 @default.
- W3127550792 cites W2090026077 @default.
- W3127550792 cites W2144801789 @default.
- W3127550792 cites W2407692387 @default.
- W3127550792 cites W2523358814 @default.
- W3127550792 cites W2765854388 @default.
- W3127550792 cites W2899242765 @default.
- W3127550792 cites W2912350898 @default.
- W3127550792 cites W2920633487 @default.
- W3127550792 cites W2926107957 @default.
- W3127550792 cites W2941356554 @default.
- W3127550792 cites W2944733694 @default.
- W3127550792 cites W2963881378 @default.
- W3127550792 cites W2964308596 @default.
- W3127550792 cites W2965295724 @default.
- W3127550792 cites W3024717756 @default.
- W3127550792 doi "https://doi.org/10.1016/j.patrec.2021.02.005" @default.
- W3127550792 hasPublicationYear "2021" @default.
- W3127550792 type Work @default.
- W3127550792 sameAs 3127550792 @default.
- W3127550792 citedByCount "36" @default.
- W3127550792 countsByYear W31275507922021 @default.
- W3127550792 countsByYear W31275507922022 @default.
- W3127550792 countsByYear W31275507922023 @default.
- W3127550792 crossrefType "journal-article" @default.
- W3127550792 hasAuthorship W3127550792A5001474262 @default.
- W3127550792 hasAuthorship W3127550792A5009751003 @default.
- W3127550792 hasAuthorship W3127550792A5035689268 @default.
- W3127550792 hasConcept C108583219 @default.
- W3127550792 hasConcept C119599485 @default.
- W3127550792 hasConcept C119857082 @default.
- W3127550792 hasConcept C127413603 @default.
- W3127550792 hasConcept C138885662 @default.
- W3127550792 hasConcept C141353440 @default.
- W3127550792 hasConcept C151730666 @default.
- W3127550792 hasConcept C153180895 @default.
- W3127550792 hasConcept C154945302 @default.
- W3127550792 hasConcept C201995342 @default.
- W3127550792 hasConcept C2776401178 @default.
- W3127550792 hasConcept C2779343474 @default.
- W3127550792 hasConcept C2780451532 @default.
- W3127550792 hasConcept C41008148 @default.
- W3127550792 hasConcept C41895202 @default.
- W3127550792 hasConcept C70437156 @default.
- W3127550792 hasConcept C81363708 @default.
- W3127550792 hasConcept C81669768 @default.
- W3127550792 hasConcept C86803240 @default.
- W3127550792 hasConceptScore W3127550792C108583219 @default.
- W3127550792 hasConceptScore W3127550792C119599485 @default.
- W3127550792 hasConceptScore W3127550792C119857082 @default.
- W3127550792 hasConceptScore W3127550792C127413603 @default.
- W3127550792 hasConceptScore W3127550792C138885662 @default.
- W3127550792 hasConceptScore W3127550792C141353440 @default.
- W3127550792 hasConceptScore W3127550792C151730666 @default.
- W3127550792 hasConceptScore W3127550792C153180895 @default.
- W3127550792 hasConceptScore W3127550792C154945302 @default.
- W3127550792 hasConceptScore W3127550792C201995342 @default.
- W3127550792 hasConceptScore W3127550792C2776401178 @default.
- W3127550792 hasConceptScore W3127550792C2779343474 @default.
- W3127550792 hasConceptScore W3127550792C2780451532 @default.
- W3127550792 hasConceptScore W3127550792C41008148 @default.
- W3127550792 hasConceptScore W3127550792C41895202 @default.
- W3127550792 hasConceptScore W3127550792C70437156 @default.
- W3127550792 hasConceptScore W3127550792C81363708 @default.
- W3127550792 hasConceptScore W3127550792C81669768 @default.
- W3127550792 hasConceptScore W3127550792C86803240 @default.
- W3127550792 hasFunder F4320321001 @default.
- W3127550792 hasFunder F4320322687 @default.
- W3127550792 hasLocation W31275507921 @default.
- W3127550792 hasOpenAccess W3127550792 @default.
- W3127550792 hasPrimaryLocation W31275507921 @default.
- W3127550792 hasRelatedWork W2517027266 @default.
- W3127550792 hasRelatedWork W2731899572 @default.
- W3127550792 hasRelatedWork W2999805992 @default.
- W3127550792 hasRelatedWork W3116150086 @default.
- W3127550792 hasRelatedWork W3133861977 @default.
- W3127550792 hasRelatedWork W4200173597 @default.
- W3127550792 hasRelatedWork W4291897433 @default.
- W3127550792 hasRelatedWork W4312417841 @default.
- W3127550792 hasRelatedWork W4321369474 @default.
- W3127550792 hasRelatedWork W4380075502 @default.
- W3127550792 hasVolume "145" @default.
- W3127550792 isParatext "false" @default.
- W3127550792 isRetracted "false" @default.
- W3127550792 magId "3127550792" @default.
- W3127550792 workType "article" @default.