Matches in SemOpenAlex for { <https://semopenalex.org/work/W4383376871> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W4383376871 endingPage "1205" @default.
- W4383376871 startingPage "1205" @default.
- W4383376871 abstract "Chrome plating parts with highly reflective characteristics are often used as appearance parts and must undergo strict defect detection to ensure quality. The defect detection method based on machine vision is the best choice. But due to the characteristic of high reflection, image acquisition is hard. For diverse defect appearances, it is difficult to use traditional algorithm for feature extraction. In this paper, a reasonable lighting scheme was designed to collect images effectively, and artificial defect images were made to expand the dataset to improve the deficiency of defect samples. A network, Baru-Net (Bis-Attention Rule), based on Unet architecture, the CBAM module and the ASPP module, was designed, and a block-step training strategy was proposed. With hyperparameter debugging, the semantic segmentation and classification of defects were carried out, and an accuracy rate of 98.3% achieved. Finally, QT realized the call to the weight model so that the AI model could be integrated into the automatic detection system." @default.
- W4383376871 created "2023-07-07" @default.
- W4383376871 creator A5000137094 @default.
- W4383376871 creator A5021398815 @default.
- W4383376871 creator A5056426840 @default.
- W4383376871 creator A5081011415 @default.
- W4383376871 date "2023-07-05" @default.
- W4383376871 modified "2023-10-18" @default.
- W4383376871 title "Baru-Net: Surface Defects Detection of Highly Reflective Chrome-Plated Appearance Parts" @default.
- W4383376871 cites W2057795459 @default.
- W4383376871 cites W2058345835 @default.
- W4383376871 cites W2242952562 @default.
- W4383376871 cites W2468676150 @default.
- W4383376871 cites W2566449711 @default.
- W4383376871 cites W2580383098 @default.
- W4383376871 cites W2764250713 @default.
- W4383376871 cites W2769856093 @default.
- W4383376871 cites W2774320778 @default.
- W4383376871 cites W2960155470 @default.
- W4383376871 cites W3003505585 @default.
- W4383376871 cites W3006890148 @default.
- W4383376871 cites W3116408333 @default.
- W4383376871 cites W4200023363 @default.
- W4383376871 cites W4200154072 @default.
- W4383376871 cites W4200236189 @default.
- W4383376871 cites W4291237121 @default.
- W4383376871 doi "https://doi.org/10.3390/coatings13071205" @default.
- W4383376871 hasPublicationYear "2023" @default.
- W4383376871 type Work @default.
- W4383376871 citedByCount "0" @default.
- W4383376871 crossrefType "journal-article" @default.
- W4383376871 hasAuthorship W4383376871A5000137094 @default.
- W4383376871 hasAuthorship W4383376871A5021398815 @default.
- W4383376871 hasAuthorship W4383376871A5056426840 @default.
- W4383376871 hasAuthorship W4383376871A5081011415 @default.
- W4383376871 hasBestOaLocation W43833768711 @default.
- W4383376871 hasConcept C111919701 @default.
- W4383376871 hasConcept C115961682 @default.
- W4383376871 hasConcept C138885662 @default.
- W4383376871 hasConcept C14166107 @default.
- W4383376871 hasConcept C153180895 @default.
- W4383376871 hasConcept C154945302 @default.
- W4383376871 hasConcept C168065819 @default.
- W4383376871 hasConcept C2524010 @default.
- W4383376871 hasConcept C2776401178 @default.
- W4383376871 hasConcept C2777210771 @default.
- W4383376871 hasConcept C31972630 @default.
- W4383376871 hasConcept C33923547 @default.
- W4383376871 hasConcept C41008148 @default.
- W4383376871 hasConcept C41895202 @default.
- W4383376871 hasConcept C8642999 @default.
- W4383376871 hasConcept C89600930 @default.
- W4383376871 hasConceptScore W4383376871C111919701 @default.
- W4383376871 hasConceptScore W4383376871C115961682 @default.
- W4383376871 hasConceptScore W4383376871C138885662 @default.
- W4383376871 hasConceptScore W4383376871C14166107 @default.
- W4383376871 hasConceptScore W4383376871C153180895 @default.
- W4383376871 hasConceptScore W4383376871C154945302 @default.
- W4383376871 hasConceptScore W4383376871C168065819 @default.
- W4383376871 hasConceptScore W4383376871C2524010 @default.
- W4383376871 hasConceptScore W4383376871C2776401178 @default.
- W4383376871 hasConceptScore W4383376871C2777210771 @default.
- W4383376871 hasConceptScore W4383376871C31972630 @default.
- W4383376871 hasConceptScore W4383376871C33923547 @default.
- W4383376871 hasConceptScore W4383376871C41008148 @default.
- W4383376871 hasConceptScore W4383376871C41895202 @default.
- W4383376871 hasConceptScore W4383376871C8642999 @default.
- W4383376871 hasConceptScore W4383376871C89600930 @default.
- W4383376871 hasIssue "7" @default.
- W4383376871 hasLocation W43833768711 @default.
- W4383376871 hasOpenAccess W4383376871 @default.
- W4383376871 hasPrimaryLocation W43833768711 @default.
- W4383376871 hasRelatedWork W1669643531 @default.
- W4383376871 hasRelatedWork W2005437358 @default.
- W4383376871 hasRelatedWork W2008656436 @default.
- W4383376871 hasRelatedWork W2039154422 @default.
- W4383376871 hasRelatedWork W2122581818 @default.
- W4383376871 hasRelatedWork W2134924024 @default.
- W4383376871 hasRelatedWork W2517104666 @default.
- W4383376871 hasRelatedWork W3095523211 @default.
- W4383376871 hasRelatedWork W4286374014 @default.
- W4383376871 hasRelatedWork W2182382398 @default.
- W4383376871 hasVolume "13" @default.
- W4383376871 isParatext "false" @default.
- W4383376871 isRetracted "false" @default.
- W4383376871 workType "article" @default.