Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387010802> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4387010802 endingPage "1" @default.
- W4387010802 startingPage "1" @default.
- W4387010802 abstract "In the Unmanned Aerial Vehicle (UAV) transmission line inspection images, the detection of defective small-size object such as bolts on towers is important and challenging. Although using multi-scale features of deep neural network has improved the performance, it is still inadequate in mining fine-grained associations between multi-scale features and dealing with the high similarity between normal and defective bolts. Therefore, this paper proposes an improved defective bolt detection model MARF-CCN, based on Region of Interest (RoI) feature fusion and Cascaded Classification Network (CCN). First, a mixed attention RoI fusion network is built to adaptively compute fine-grained weights for features at different scales of feature pyramid network and enhances the difference between foreground and background. Second, cascaded classification network is designed to divide the original classification results into more easily identifiable categories based on morphological features, which are rectified via a secondary classifier to reduce false detection. Third, this paper defines atypical defects based on occurrence frequency and utilizes Focal Loss to address the resulting imbalanced classification loss. Experiments show that MARF-CCN improves the Average Precision (AP) of defective bolts by 14.33% to 84.40% compared with the commonly used models." @default.
- W4387010802 created "2023-09-26" @default.
- W4387010802 creator A5000849272 @default.
- W4387010802 creator A5010733755 @default.
- W4387010802 creator A5046798624 @default.
- W4387010802 creator A5062596424 @default.
- W4387010802 creator A5083767894 @default.
- W4387010802 date "2023-01-01" @default.
- W4387010802 modified "2023-09-26" @default.
- W4387010802 title "A Defective Bolt Detection Model with Attention-based RoI Fusion and Cascaded Classification Network" @default.
- W4387010802 doi "https://doi.org/10.1109/tim.2023.3318688" @default.
- W4387010802 hasPublicationYear "2023" @default.
- W4387010802 type Work @default.
- W4387010802 citedByCount "0" @default.
- W4387010802 crossrefType "journal-article" @default.
- W4387010802 hasAuthorship W4387010802A5000849272 @default.
- W4387010802 hasAuthorship W4387010802A5010733755 @default.
- W4387010802 hasAuthorship W4387010802A5046798624 @default.
- W4387010802 hasAuthorship W4387010802A5062596424 @default.
- W4387010802 hasAuthorship W4387010802A5083767894 @default.
- W4387010802 hasConcept C103278499 @default.
- W4387010802 hasConcept C115961682 @default.
- W4387010802 hasConcept C127413603 @default.
- W4387010802 hasConcept C138885662 @default.
- W4387010802 hasConcept C142575187 @default.
- W4387010802 hasConcept C153180895 @default.
- W4387010802 hasConcept C154945302 @default.
- W4387010802 hasConcept C19609008 @default.
- W4387010802 hasConcept C22212356 @default.
- W4387010802 hasConcept C2524010 @default.
- W4387010802 hasConcept C2776151529 @default.
- W4387010802 hasConcept C2776401178 @default.
- W4387010802 hasConcept C2777113093 @default.
- W4387010802 hasConcept C2780156472 @default.
- W4387010802 hasConcept C31972630 @default.
- W4387010802 hasConcept C33923547 @default.
- W4387010802 hasConcept C41008148 @default.
- W4387010802 hasConcept C41895202 @default.
- W4387010802 hasConcept C50644808 @default.
- W4387010802 hasConcept C52622490 @default.
- W4387010802 hasConcept C95623464 @default.
- W4387010802 hasConceptScore W4387010802C103278499 @default.
- W4387010802 hasConceptScore W4387010802C115961682 @default.
- W4387010802 hasConceptScore W4387010802C127413603 @default.
- W4387010802 hasConceptScore W4387010802C138885662 @default.
- W4387010802 hasConceptScore W4387010802C142575187 @default.
- W4387010802 hasConceptScore W4387010802C153180895 @default.
- W4387010802 hasConceptScore W4387010802C154945302 @default.
- W4387010802 hasConceptScore W4387010802C19609008 @default.
- W4387010802 hasConceptScore W4387010802C22212356 @default.
- W4387010802 hasConceptScore W4387010802C2524010 @default.
- W4387010802 hasConceptScore W4387010802C2776151529 @default.
- W4387010802 hasConceptScore W4387010802C2776401178 @default.
- W4387010802 hasConceptScore W4387010802C2777113093 @default.
- W4387010802 hasConceptScore W4387010802C2780156472 @default.
- W4387010802 hasConceptScore W4387010802C31972630 @default.
- W4387010802 hasConceptScore W4387010802C33923547 @default.
- W4387010802 hasConceptScore W4387010802C41008148 @default.
- W4387010802 hasConceptScore W4387010802C41895202 @default.
- W4387010802 hasConceptScore W4387010802C50644808 @default.
- W4387010802 hasConceptScore W4387010802C52622490 @default.
- W4387010802 hasConceptScore W4387010802C95623464 @default.
- W4387010802 hasLocation W43870108021 @default.
- W4387010802 hasOpenAccess W4387010802 @default.
- W4387010802 hasPrimaryLocation W43870108021 @default.
- W4387010802 hasRelatedWork W185753090 @default.
- W4387010802 hasRelatedWork W2067373798 @default.
- W4387010802 hasRelatedWork W2546942002 @default.
- W4387010802 hasRelatedWork W2913302899 @default.
- W4387010802 hasRelatedWork W3034296931 @default.
- W4387010802 hasRelatedWork W4255402425 @default.
- W4387010802 hasRelatedWork W4285337693 @default.
- W4387010802 hasRelatedWork W4312857205 @default.
- W4387010802 hasRelatedWork W4320802741 @default.
- W4387010802 hasRelatedWork W4381734600 @default.
- W4387010802 isParatext "false" @default.
- W4387010802 isRetracted "false" @default.
- W4387010802 workType "article" @default.