FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3117698221> ?p ?o ?g. }

• W3117698221 endingPage "274" @default.
• W3117698221 startingPage "262" @default.
• W3117698221 abstract "Spot welds are extensively used on autobodies and also a key factor affecting the performance of automobiles. Automatic detection of spot welding based on machine vision provides an effective way for car body welding quality control. Considering the traditional image processing methods are greatly disturbed by the environment and have unsatisfying robustness, a network model for small object detection is proposed to detect the position and quality of the spot welding of the car body. Based on the existing You Only Look Once (YOLOv3) model, the proposed model has three novel improvements. Firstly, the lightweight network MobileNetV3 is introduced to replace the backbone network of YOLOv3 to ensure accuracy and real-time performance. Secondly, to improve the model’s ability for small object detection, a new feature pyramid network (FPN) with efficient cross-scale connections is proposed, which allows easy and fast multiscale feature fusion. Finally, considering the shortcomings of intersection and union ratio (IoU) loss, complete IoU (CIoU) loss is used to improve convergence speed and regression accuracy. Moreover, novel data augmentation is used to enrich the dataset during the model training. Quantitative results on the spot welding dataset show that the proposed approach achieves successful results for resistance spot welding vision inspection." @default.
• W3117698221 created "2021-01-05" @default.
• W3117698221 creator A5015685851 @default.
• W3117698221 creator A5023885494 @default.
• W3117698221 creator A5037591628 @default.
• W3117698221 creator A5038858991 @default.
• W3117698221 creator A5046454314 @default.
• W3117698221 creator A5048868382 @default.
• W3117698221 creator A5069591456 @default.
• W3117698221 date "2021-02-01" @default.
• W3117698221 modified "2023-09-26" @default.
• W3117698221 title "Deep learning assisted vision inspection of resistance spot welds" @default.
• W3117698221 cites W1985423058 @default.
• W3117698221 cites W2018350908 @default.
• W3117698221 cites W2037227137 @default.
• W3117698221 cites W2059370195 @default.
• W3117698221 cites W2077227812 @default.
• W3117698221 cites W2086450513 @default.
• W3117698221 cites W2095905764 @default.
• W3117698221 cites W2137816916 @default.
• W3117698221 cites W2147800946 @default.
• W3117698221 cites W2478681325 @default.
• W3117698221 cites W2533201948 @default.
• W3117698221 cites W2960155470 @default.
• W3117698221 cites W2965948584 @default.
• W3117698221 cites W2966369281 @default.
• W3117698221 cites W2970928258 @default.
• W3117698221 cites W3003179639 @default.
• W3117698221 cites W3012445383 @default.
• W3117698221 doi "https://doi.org/10.1016/j.jmapro.2020.12.015" @default.
• W3117698221 hasPublicationYear "2021" @default.
• W3117698221 type Work @default.
• W3117698221 sameAs 3117698221 @default.
• W3117698221 citedByCount "40" @default.
• W3117698221 countsByYear W31176982212021 @default.
• W3117698221 countsByYear W31176982212022 @default.
• W3117698221 countsByYear W31176982212023 @default.
• W3117698221 crossrefType "journal-article" @default.
• W3117698221 hasAuthorship W3117698221A5015685851 @default.
• W3117698221 hasAuthorship W3117698221A5023885494 @default.
• W3117698221 hasAuthorship W3117698221A5037591628 @default.
• W3117698221 hasAuthorship W3117698221A5038858991 @default.
• W3117698221 hasAuthorship W3117698221A5046454314 @default.
• W3117698221 hasAuthorship W3117698221A5048868382 @default.
• W3117698221 hasAuthorship W3117698221A5069591456 @default.
• W3117698221 hasConcept C104317684 @default.
• W3117698221 hasConcept C110209231 @default.
• W3117698221 hasConcept C120665830 @default.
• W3117698221 hasConcept C121332964 @default.
• W3117698221 hasConcept C127413603 @default.
• W3117698221 hasConcept C138885662 @default.
• W3117698221 hasConcept C142575187 @default.
• W3117698221 hasConcept C146978453 @default.
• W3117698221 hasConcept C153180895 @default.
• W3117698221 hasConcept C154945302 @default.
• W3117698221 hasConcept C185592680 @default.
• W3117698221 hasConcept C19474535 @default.
• W3117698221 hasConcept C2776401178 @default.
• W3117698221 hasConcept C31258907 @default.
• W3117698221 hasConcept C31972630 @default.
• W3117698221 hasConcept C41008148 @default.
• W3117698221 hasConcept C41895202 @default.
• W3117698221 hasConcept C5339829 @default.
• W3117698221 hasConcept C55493867 @default.
• W3117698221 hasConcept C63479239 @default.
• W3117698221 hasConcept C64543145 @default.
• W3117698221 hasConcept C78519656 @default.
• W3117698221 hasConcept C88796919 @default.
• W3117698221 hasConceptScore W3117698221C104317684 @default.
• W3117698221 hasConceptScore W3117698221C110209231 @default.
• W3117698221 hasConceptScore W3117698221C120665830 @default.
• W3117698221 hasConceptScore W3117698221C121332964 @default.
• W3117698221 hasConceptScore W3117698221C127413603 @default.
• W3117698221 hasConceptScore W3117698221C138885662 @default.
• W3117698221 hasConceptScore W3117698221C142575187 @default.
• W3117698221 hasConceptScore W3117698221C146978453 @default.
• W3117698221 hasConceptScore W3117698221C153180895 @default.
• W3117698221 hasConceptScore W3117698221C154945302 @default.
• W3117698221 hasConceptScore W3117698221C185592680 @default.
• W3117698221 hasConceptScore W3117698221C19474535 @default.
• W3117698221 hasConceptScore W3117698221C2776401178 @default.
• W3117698221 hasConceptScore W3117698221C31258907 @default.
• W3117698221 hasConceptScore W3117698221C31972630 @default.
• W3117698221 hasConceptScore W3117698221C41008148 @default.
• W3117698221 hasConceptScore W3117698221C41895202 @default.
• W3117698221 hasConceptScore W3117698221C5339829 @default.
• W3117698221 hasConceptScore W3117698221C55493867 @default.
• W3117698221 hasConceptScore W3117698221C63479239 @default.
• W3117698221 hasConceptScore W3117698221C64543145 @default.
• W3117698221 hasConceptScore W3117698221C78519656 @default.
• W3117698221 hasConceptScore W3117698221C88796919 @default.
• W3117698221 hasFunder F4320321001 @default.
• W3117698221 hasLocation W31176982211 @default.
• W3117698221 hasOpenAccess W3117698221 @default.
• W3117698221 hasPrimaryLocation W31176982211 @default.
• W3117698221 hasRelatedWork W1504288058 @default.
• W3117698221 hasRelatedWork W2035976912 @default.
• W3117698221 hasRelatedWork W2109974539 @default.

• next