Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312545851> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4312545851 abstract "To take into account both accuracy and real-time performance in surface defect detection, we propose a new surface defect detection algorithm based on YOLOv3-Tiny. The algorithm first adds a YOLO layer that fuses shallow and deep features on the basis of YOLOv3-Tiny, to enhance the capabilities of microscopic defect detection through multi-scale features fusion. And the hybrid attention mechanism module, named SE-C, is employed before every YOLO layer. The SE-C module can decrease the weight of irrelevant background's features while improving the weight of the defect's features, it will improve the algorithm's robustness and accuracy. Finally, the algorithm re-clusters the anchor boxes based on K-means in each dataset. The experimental results reveal the improved algorithm has a good trade-off between the accuracy and the speed of defect detection, especially in easily confused background. More importantly, the algorithm can also be applied to other object detection on similar scenes." @default.
- W4312545851 created "2023-01-05" @default.
- W4312545851 creator A5014681713 @default.
- W4312545851 creator A5033967172 @default.
- W4312545851 creator A5041907255 @default.
- W4312545851 creator A5050031513 @default.
- W4312545851 creator A5064754334 @default.
- W4312545851 date "2022-07-25" @default.
- W4312545851 modified "2023-09-23" @default.
- W4312545851 title "Surface Defect Detection based on Improved YOLOv3-Tiny Algorithm" @default.
- W4312545851 cites W1221208146 @default.
- W4312545851 cites W2012496675 @default.
- W4312545851 cites W2047433956 @default.
- W4312545851 cites W2070407351 @default.
- W4312545851 cites W2092072518 @default.
- W4312545851 cites W2125629257 @default.
- W4312545851 cites W2148219577 @default.
- W4312545851 cites W2157597705 @default.
- W4312545851 cites W2163352848 @default.
- W4312545851 cites W2194775991 @default.
- W4312545851 cites W2406523001 @default.
- W4312545851 cites W2752782242 @default.
- W4312545851 cites W2772386856 @default.
- W4312545851 cites W2912069721 @default.
- W4312545851 cites W2954942335 @default.
- W4312545851 cites W2954996726 @default.
- W4312545851 cites W2965258271 @default.
- W4312545851 cites W639708223 @default.
- W4312545851 doi "https://doi.org/10.23919/ccc55666.2022.9902500" @default.
- W4312545851 hasPublicationYear "2022" @default.
- W4312545851 type Work @default.
- W4312545851 citedByCount "0" @default.
- W4312545851 crossrefType "proceedings-article" @default.
- W4312545851 hasAuthorship W4312545851A5014681713 @default.
- W4312545851 hasAuthorship W4312545851A5033967172 @default.
- W4312545851 hasAuthorship W4312545851A5041907255 @default.
- W4312545851 hasAuthorship W4312545851A5050031513 @default.
- W4312545851 hasAuthorship W4312545851A5064754334 @default.
- W4312545851 hasConcept C104317684 @default.
- W4312545851 hasConcept C11413529 @default.
- W4312545851 hasConcept C153180895 @default.
- W4312545851 hasConcept C154945302 @default.
- W4312545851 hasConcept C159985019 @default.
- W4312545851 hasConcept C185592680 @default.
- W4312545851 hasConcept C192562407 @default.
- W4312545851 hasConcept C2776151529 @default.
- W4312545851 hasConcept C2779227376 @default.
- W4312545851 hasConcept C31972630 @default.
- W4312545851 hasConcept C41008148 @default.
- W4312545851 hasConcept C55493867 @default.
- W4312545851 hasConcept C63479239 @default.
- W4312545851 hasConceptScore W4312545851C104317684 @default.
- W4312545851 hasConceptScore W4312545851C11413529 @default.
- W4312545851 hasConceptScore W4312545851C153180895 @default.
- W4312545851 hasConceptScore W4312545851C154945302 @default.
- W4312545851 hasConceptScore W4312545851C159985019 @default.
- W4312545851 hasConceptScore W4312545851C185592680 @default.
- W4312545851 hasConceptScore W4312545851C192562407 @default.
- W4312545851 hasConceptScore W4312545851C2776151529 @default.
- W4312545851 hasConceptScore W4312545851C2779227376 @default.
- W4312545851 hasConceptScore W4312545851C31972630 @default.
- W4312545851 hasConceptScore W4312545851C41008148 @default.
- W4312545851 hasConceptScore W4312545851C55493867 @default.
- W4312545851 hasConceptScore W4312545851C63479239 @default.
- W4312545851 hasLocation W43125458511 @default.
- W4312545851 hasOpenAccess W4312545851 @default.
- W4312545851 hasPrimaryLocation W43125458511 @default.
- W4312545851 hasRelatedWork W2035976912 @default.
- W4312545851 hasRelatedWork W2109974539 @default.
- W4312545851 hasRelatedWork W2125927971 @default.
- W4312545851 hasRelatedWork W2541791370 @default.
- W4312545851 hasRelatedWork W2738084969 @default.
- W4312545851 hasRelatedWork W2922421953 @default.
- W4312545851 hasRelatedWork W2954664659 @default.
- W4312545851 hasRelatedWork W3002270006 @default.
- W4312545851 hasRelatedWork W3112789455 @default.
- W4312545851 hasRelatedWork W4292829955 @default.
- W4312545851 isParatext "false" @default.
- W4312545851 isRetracted "false" @default.
- W4312545851 workType "article" @default.