FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367853066> ?p ?o ?g. }

• W4367853066 abstract "Abstract Next‐generation 6G networks will fully drive the development of the industrial Internet of Things. Steel surface defect detection as an important application in industrial Internet of Things has recently received increasing attention from the military industry, the aviation industry and other fields, which is closely related to the quality of industrial production products. However, many typical convolutional neural networks‐based methods are insensitive to the problem of unclear boundaries. In this article, the authors develop a region‐based fully convolutional networks with deformable convolution and attention fusion to adaptively learn salient features for steel surface defect detection. Specifically, deformable convolution is applied into selectively replace the standard convolution in the backbone of the region‐based fully convolutional networks, which performs significantly in scenarios with unclear defect boundaries. Moreover, convolutional block attention module is utilised in region proposal network to further enhance detection accuracy. The proposed architecture is demonstrated on two popular steel defect detection benchmarks, including NEU‐DET and GC10‐DET, which can effectively present the performance of steel surface defect detection by abundant experiments. The mean average precision on two datasets reaches 80.9% and 66.2%. The average precision of defect crazing, inclusion, patches, pitted‐surface, rolled‐in scale and scratches on NEU‐DET is 58.2%, 82.3%, 95.7%, 85.6%, 75.9%, and 87.9% respectively." @default.
• W4367853066 created "2023-05-04" @default.
• W4367853066 creator A5000432967 @default.
• W4367853066 creator A5008114722 @default.
• W4367853066 creator A5021833994 @default.
• W4367853066 creator A5031006321 @default.
• W4367853066 creator A5045225481 @default.
• W4367853066 creator A5057095805 @default.
• W4367853066 creator A5071329277 @default.
• W4367853066 creator A5071685108 @default.
• W4367853066 creator A5077767882 @default.
• W4367853066 creator A5080719369 @default.
• W4367853066 creator A5085403638 @default.
• W4367853066 date "2023-05-01" @default.
• W4367853066 modified "2023-10-12" @default.
• W4367853066 title "Region‐based fully convolutional networks with deformable convolution and attention fusion for steel surface defect detection in industrial Internet of Things" @default.
• W4367853066 cites W1966540157 @default.
• W4367853066 cites W2102605133 @default.
• W4367853066 cites W2109255472 @default.
• W4367853066 cites W2125629257 @default.
• W4367853066 cites W2194775991 @default.
• W4367853066 cites W2570343428 @default.
• W4367853066 cites W2601564443 @default.
• W4367853066 cites W2884367402 @default.
• W4367853066 cites W2884585870 @default.
• W4367853066 cites W2944303778 @default.
• W4367853066 cites W2962992847 @default.
• W4367853066 cites W2963226402 @default.
• W4367853066 cites W2963351448 @default.
• W4367853066 cites W2998291476 @default.
• W4367853066 cites W3012374719 @default.
• W4367853066 cites W3034971973 @default.
• W4367853066 cites W3106250896 @default.
• W4367853066 cites W3108566774 @default.
• W4367853066 cites W3135725526 @default.
• W4367853066 cites W3137333070 @default.
• W4367853066 cites W3163646131 @default.
• W4367853066 cites W3188554269 @default.
• W4367853066 cites W4206634018 @default.
• W4367853066 cites W4206670089 @default.
• W4367853066 cites W4210725851 @default.
• W4367853066 cites W4212871542 @default.
• W4367853066 cites W4283714674 @default.
• W4367853066 cites W4285109947 @default.
• W4367853066 cites W4313327864 @default.
• W4367853066 cites W639708223 @default.
• W4367853066 doi "https://doi.org/10.1049/sil2.12208" @default.
• W4367853066 hasPublicationYear "2023" @default.
• W4367853066 type Work @default.
• W4367853066 citedByCount "1" @default.
• W4367853066 countsByYear W43678530662023 @default.
• W4367853066 crossrefType "journal-article" @default.
• W4367853066 hasAuthorship W4367853066A5000432967 @default.
• W4367853066 hasAuthorship W4367853066A5008114722 @default.
• W4367853066 hasAuthorship W4367853066A5021833994 @default.
• W4367853066 hasAuthorship W4367853066A5031006321 @default.
• W4367853066 hasAuthorship W4367853066A5045225481 @default.
• W4367853066 hasAuthorship W4367853066A5057095805 @default.
• W4367853066 hasAuthorship W4367853066A5071329277 @default.
• W4367853066 hasAuthorship W4367853066A5071685108 @default.
• W4367853066 hasAuthorship W4367853066A5077767882 @default.
• W4367853066 hasAuthorship W4367853066A5080719369 @default.
• W4367853066 hasAuthorship W4367853066A5085403638 @default.
• W4367853066 hasBestOaLocation W43678530661 @default.
• W4367853066 hasConcept C108583219 @default.
• W4367853066 hasConcept C11413529 @default.
• W4367853066 hasConcept C153180895 @default.
• W4367853066 hasConcept C154945302 @default.
• W4367853066 hasConcept C2524010 @default.
• W4367853066 hasConcept C2776799497 @default.
• W4367853066 hasConcept C2777210771 @default.
• W4367853066 hasConcept C33923547 @default.
• W4367853066 hasConcept C41008148 @default.
• W4367853066 hasConcept C45347329 @default.
• W4367853066 hasConcept C50644808 @default.
• W4367853066 hasConcept C81363708 @default.
• W4367853066 hasConceptScore W4367853066C108583219 @default.
• W4367853066 hasConceptScore W4367853066C11413529 @default.
• W4367853066 hasConceptScore W4367853066C153180895 @default.
• W4367853066 hasConceptScore W4367853066C154945302 @default.
• W4367853066 hasConceptScore W4367853066C2524010 @default.
• W4367853066 hasConceptScore W4367853066C2776799497 @default.
• W4367853066 hasConceptScore W4367853066C2777210771 @default.
• W4367853066 hasConceptScore W4367853066C33923547 @default.
• W4367853066 hasConceptScore W4367853066C41008148 @default.
• W4367853066 hasConceptScore W4367853066C45347329 @default.
• W4367853066 hasConceptScore W4367853066C50644808 @default.
• W4367853066 hasConceptScore W4367853066C81363708 @default.
• W4367853066 hasIssue "5" @default.
• W4367853066 hasLocation W43678530661 @default.
• W4367853066 hasOpenAccess W4367853066 @default.
• W4367853066 hasPrimaryLocation W43678530661 @default.
• W4367853066 hasRelatedWork W2964954556 @default.
• W4367853066 hasRelatedWork W3019910406 @default.
• W4367853066 hasRelatedWork W3029198973 @default.
• W4367853066 hasRelatedWork W3133861977 @default.
• W4367853066 hasRelatedWork W3167935049 @default.
• W4367853066 hasRelatedWork W3193565141 @default.
• W4367853066 hasRelatedWork W4226493464 @default.
• W4367853066 hasRelatedWork W4293226380 @default.

• next