Matches in SemOpenAlex for { <https://semopenalex.org/work/W2316830070> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W2316830070 endingPage "89" @default.
- W2316830070 startingPage "81" @default.
- W2316830070 abstract "Inevitably there will be various types of fabric defect exists in textile production line. In order to distinguish and classify the types of defects more efficiently and accurately, an algorithm which combines Local Binary Patterns (LBP) and Gray-level Co-occurrence Matrix (GLCM) is proposed in this paper for fabric defect classification. The most pivotal step of the algorithm is to extract the local and global feature values of defect images. Firstly the local feature information of the image is extracted by adopting LBP algorithm. And then the overall texture information of the image is described via GLCM algorithm. In this way, the fabric image can be fully described from global and local. Finally, the two-part feature information are structured as a whole as the input of BP Neural Network. Thus the trained BP Neural Network can be used to classify the different types of defects. Experimental results show that the algorithm has higher classification accuracy." @default.
- W2316830070 created "2016-06-24" @default.
- W2316830070 creator A5006832020 @default.
- W2316830070 creator A5039183001 @default.
- W2316830070 creator A5039659323 @default.
- W2316830070 date "2015-06-01" @default.
- W2316830070 modified "2023-09-29" @default.
- W2316830070 title "Fabric Defect Classification Based on LBP and GLCM" @default.
- W2316830070 cites W2022158372 @default.
- W2316830070 cites W2028652181 @default.
- W2316830070 cites W2033548270 @default.
- W2316830070 cites W2044465660 @default.
- W2316830070 cites W2073172073 @default.
- W2316830070 cites W2079495900 @default.
- W2316830070 cites W2109925328 @default.
- W2316830070 cites W2120694107 @default.
- W2316830070 cites W2169029660 @default.
- W2316830070 cites W2740373864 @default.
- W2316830070 doi "https://doi.org/10.3993/jfbi03201508" @default.
- W2316830070 hasPublicationYear "2015" @default.
- W2316830070 type Work @default.
- W2316830070 sameAs 2316830070 @default.
- W2316830070 citedByCount "21" @default.
- W2316830070 countsByYear W23168300702015 @default.
- W2316830070 countsByYear W23168300702017 @default.
- W2316830070 countsByYear W23168300702018 @default.
- W2316830070 countsByYear W23168300702020 @default.
- W2316830070 countsByYear W23168300702021 @default.
- W2316830070 countsByYear W23168300702022 @default.
- W2316830070 countsByYear W23168300702023 @default.
- W2316830070 crossrefType "journal-article" @default.
- W2316830070 hasAuthorship W2316830070A5006832020 @default.
- W2316830070 hasAuthorship W2316830070A5039183001 @default.
- W2316830070 hasAuthorship W2316830070A5039659323 @default.
- W2316830070 hasBestOaLocation W23168300701 @default.
- W2316830070 hasConcept C153180895 @default.
- W2316830070 hasConcept C154945302 @default.
- W2316830070 hasConcept C41008148 @default.
- W2316830070 hasConceptScore W2316830070C153180895 @default.
- W2316830070 hasConceptScore W2316830070C154945302 @default.
- W2316830070 hasConceptScore W2316830070C41008148 @default.
- W2316830070 hasIssue "1" @default.
- W2316830070 hasLocation W23168300701 @default.
- W2316830070 hasOpenAccess W2316830070 @default.
- W2316830070 hasPrimaryLocation W23168300701 @default.
- W2316830070 hasRelatedWork W2033914206 @default.
- W2316830070 hasRelatedWork W2042327336 @default.
- W2316830070 hasRelatedWork W2046077695 @default.
- W2316830070 hasRelatedWork W2146076056 @default.
- W2316830070 hasRelatedWork W2163831990 @default.
- W2316830070 hasRelatedWork W2378160586 @default.
- W2316830070 hasRelatedWork W2996038082 @default.
- W2316830070 hasRelatedWork W3003836766 @default.
- W2316830070 hasRelatedWork W3047965787 @default.
- W2316830070 hasRelatedWork W3184582087 @default.
- W2316830070 hasVolume "8" @default.
- W2316830070 isParatext "false" @default.
- W2316830070 isRetracted "false" @default.
- W2316830070 magId "2316830070" @default.
- W2316830070 workType "article" @default.