Matches in SemOpenAlex for { <https://semopenalex.org/work/W2960687168> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2960687168 abstract "Fabric quality inspection plays an important role in the textile industry. As an effective approach to learn data representations, autoencoder has been adopted for defect detection. With the basic idea that the defect area cannot be recovered by the model trained on non-defective image patches, the residual is often used as an indication for defect judgement. However, usually the texture (non-defect) area in a defective patch also cannot be well reconstructed, which makes the pixel-wise detection inaccurate. In this paper, by exploring similarities between different patches in the whole test image, a novel autoencoder-based fabric defect detection method is proposed. In order to maintain the texture area in the reconstructed patch, the original encoded latent variable is modified, and the cross-patch similarity is introduced for determining the modification function. The whole algorithm is conducted in an iterative way, and the detection results will become better and better. Experimental results on the benchmark datasets demonstrate the effectiveness of our proposal." @default.
- W2960687168 created "2019-07-23" @default.
- W2960687168 creator A5005228021 @default.
- W2960687168 creator A5035613139 @default.
- W2960687168 date "2019-05-01" @default.
- W2960687168 modified "2023-10-18" @default.
- W2960687168 title "Autoencoder-Based Fabric Defect Detection with Cross- Patch Similarity" @default.
- W2960687168 cites W1486002010 @default.
- W2960687168 cites W1975920834 @default.
- W2960687168 cites W1995589954 @default.
- W2960687168 cites W2034851609 @default.
- W2960687168 cites W2034856412 @default.
- W2960687168 cites W2088398118 @default.
- W2960687168 cites W2344428106 @default.
- W2960687168 cites W2467895203 @default.
- W2960687168 cites W2528999066 @default.
- W2960687168 cites W2588050146 @default.
- W2960687168 cites W2758014637 @default.
- W2960687168 cites W2795647708 @default.
- W2960687168 cites W2800240267 @default.
- W2960687168 doi "https://doi.org/10.23919/mva.2019.8758051" @default.
- W2960687168 hasPublicationYear "2019" @default.
- W2960687168 type Work @default.
- W2960687168 sameAs 2960687168 @default.
- W2960687168 citedByCount "11" @default.
- W2960687168 countsByYear W29606871682020 @default.
- W2960687168 countsByYear W29606871682021 @default.
- W2960687168 countsByYear W29606871682022 @default.
- W2960687168 countsByYear W29606871682023 @default.
- W2960687168 crossrefType "proceedings-article" @default.
- W2960687168 hasAuthorship W2960687168A5005228021 @default.
- W2960687168 hasAuthorship W2960687168A5035613139 @default.
- W2960687168 hasConcept C101738243 @default.
- W2960687168 hasConcept C103278499 @default.
- W2960687168 hasConcept C11413529 @default.
- W2960687168 hasConcept C115961682 @default.
- W2960687168 hasConcept C13280743 @default.
- W2960687168 hasConcept C14036430 @default.
- W2960687168 hasConcept C153180895 @default.
- W2960687168 hasConcept C154945302 @default.
- W2960687168 hasConcept C155512373 @default.
- W2960687168 hasConcept C160633673 @default.
- W2960687168 hasConcept C185798385 @default.
- W2960687168 hasConcept C205649164 @default.
- W2960687168 hasConcept C2781195486 @default.
- W2960687168 hasConcept C31972630 @default.
- W2960687168 hasConcept C41008148 @default.
- W2960687168 hasConcept C50644808 @default.
- W2960687168 hasConcept C78458016 @default.
- W2960687168 hasConcept C86803240 @default.
- W2960687168 hasConceptScore W2960687168C101738243 @default.
- W2960687168 hasConceptScore W2960687168C103278499 @default.
- W2960687168 hasConceptScore W2960687168C11413529 @default.
- W2960687168 hasConceptScore W2960687168C115961682 @default.
- W2960687168 hasConceptScore W2960687168C13280743 @default.
- W2960687168 hasConceptScore W2960687168C14036430 @default.
- W2960687168 hasConceptScore W2960687168C153180895 @default.
- W2960687168 hasConceptScore W2960687168C154945302 @default.
- W2960687168 hasConceptScore W2960687168C155512373 @default.
- W2960687168 hasConceptScore W2960687168C160633673 @default.
- W2960687168 hasConceptScore W2960687168C185798385 @default.
- W2960687168 hasConceptScore W2960687168C205649164 @default.
- W2960687168 hasConceptScore W2960687168C2781195486 @default.
- W2960687168 hasConceptScore W2960687168C31972630 @default.
- W2960687168 hasConceptScore W2960687168C41008148 @default.
- W2960687168 hasConceptScore W2960687168C50644808 @default.
- W2960687168 hasConceptScore W2960687168C78458016 @default.
- W2960687168 hasConceptScore W2960687168C86803240 @default.
- W2960687168 hasLocation W29606871681 @default.
- W2960687168 hasOpenAccess W2960687168 @default.
- W2960687168 hasPrimaryLocation W29606871681 @default.
- W2960687168 hasRelatedWork W121273120 @default.
- W2960687168 hasRelatedWork W2002009170 @default.
- W2960687168 hasRelatedWork W2292254049 @default.
- W2960687168 hasRelatedWork W2337415362 @default.
- W2960687168 hasRelatedWork W2740820121 @default.
- W2960687168 hasRelatedWork W2897995864 @default.
- W2960687168 hasRelatedWork W2998168123 @default.
- W2960687168 hasRelatedWork W317572212 @default.
- W2960687168 hasRelatedWork W4287995534 @default.
- W2960687168 hasRelatedWork W4312857205 @default.
- W2960687168 isParatext "false" @default.
- W2960687168 isRetracted "false" @default.
- W2960687168 magId "2960687168" @default.
- W2960687168 workType "article" @default.