Matches in SemOpenAlex for { <https://semopenalex.org/work/W4220783910> ?p ?o ?g. }
- W4220783910 endingPage "15" @default.
- W4220783910 startingPage "1" @default.
- W4220783910 abstract "Glass reflection and refraction lead to missing and distorted object feature data, affecting the accuracy of object detection. In order to solve the above problems, this paper proposed a glass refraction distortion object detection via abstract features. The number of parameters of the algorithm is reduced by introducing skip connections and expansion modules with different expansion rates. The abstract feature information of the object is extracted by binary cross-entropy loss. Meanwhile, the abstract feature distance between the object domain and source domain is reduced by a loss function, which improves the accuracy of object detection under glass interference. To verify the effectiveness of the algorithm in this paper, the GRI dataset is produced and made public on GitHub. The algorithm of this paper is compared with the current state-of-the-art Deep Face, VGG Face, TBE-CNN, DA-GAN, PEN-3D, LMZMPM, and the average detection accuracy of our algorithm is 92.57% at the highest, and the number of parameters is only 5.13 M." @default.
- W4220783910 created "2022-04-03" @default.
- W4220783910 creator A5004505865 @default.
- W4220783910 creator A5004972801 @default.
- W4220783910 creator A5072365124 @default.
- W4220783910 creator A5081396646 @default.
- W4220783910 date "2022-03-24" @default.
- W4220783910 modified "2023-10-15" @default.
- W4220783910 title "Glass Refraction Distortion Object Detection via Abstract Features" @default.
- W4220783910 cites W1677182931 @default.
- W4220783910 cites W2132779142 @default.
- W4220783910 cites W2145287260 @default.
- W4220783910 cites W2184334976 @default.
- W4220783910 cites W2480418144 @default.
- W4220783910 cites W2744951369 @default.
- W4220783910 cites W2809446072 @default.
- W4220783910 cites W2884066303 @default.
- W4220783910 cites W2914151932 @default.
- W4220783910 cites W2914947442 @default.
- W4220783910 cites W2966397867 @default.
- W4220783910 cites W2967060301 @default.
- W4220783910 cites W2987324461 @default.
- W4220783910 cites W2989922503 @default.
- W4220783910 cites W3007833995 @default.
- W4220783910 cites W3045131626 @default.
- W4220783910 cites W3048764277 @default.
- W4220783910 cites W3082783668 @default.
- W4220783910 cites W3087040228 @default.
- W4220783910 cites W3094520012 @default.
- W4220783910 cites W3099206234 @default.
- W4220783910 cites W3121534340 @default.
- W4220783910 cites W3207903433 @default.
- W4220783910 doi "https://doi.org/10.1155/2022/5456818" @default.
- W4220783910 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35371226" @default.
- W4220783910 hasPublicationYear "2022" @default.
- W4220783910 type Work @default.
- W4220783910 citedByCount "2" @default.
- W4220783910 countsByYear W42207839102023 @default.
- W4220783910 crossrefType "journal-article" @default.
- W4220783910 hasAuthorship W4220783910A5004505865 @default.
- W4220783910 hasAuthorship W4220783910A5004972801 @default.
- W4220783910 hasAuthorship W4220783910A5072365124 @default.
- W4220783910 hasAuthorship W4220783910A5081396646 @default.
- W4220783910 hasBestOaLocation W42207839101 @default.
- W4220783910 hasConcept C11413529 @default.
- W4220783910 hasConcept C120665830 @default.
- W4220783910 hasConcept C121332964 @default.
- W4220783910 hasConcept C126780896 @default.
- W4220783910 hasConcept C127162648 @default.
- W4220783910 hasConcept C138885662 @default.
- W4220783910 hasConcept C153180895 @default.
- W4220783910 hasConcept C154945302 @default.
- W4220783910 hasConcept C194257627 @default.
- W4220783910 hasConcept C205318122 @default.
- W4220783910 hasConcept C2776151529 @default.
- W4220783910 hasConcept C2776257435 @default.
- W4220783910 hasConcept C2776401178 @default.
- W4220783910 hasConcept C2781238097 @default.
- W4220783910 hasConcept C31972630 @default.
- W4220783910 hasConcept C32022120 @default.
- W4220783910 hasConcept C33923547 @default.
- W4220783910 hasConcept C41008148 @default.
- W4220783910 hasConcept C41895202 @default.
- W4220783910 hasConcept C48372109 @default.
- W4220783910 hasConcept C76155785 @default.
- W4220783910 hasConcept C94375191 @default.
- W4220783910 hasConceptScore W4220783910C11413529 @default.
- W4220783910 hasConceptScore W4220783910C120665830 @default.
- W4220783910 hasConceptScore W4220783910C121332964 @default.
- W4220783910 hasConceptScore W4220783910C126780896 @default.
- W4220783910 hasConceptScore W4220783910C127162648 @default.
- W4220783910 hasConceptScore W4220783910C138885662 @default.
- W4220783910 hasConceptScore W4220783910C153180895 @default.
- W4220783910 hasConceptScore W4220783910C154945302 @default.
- W4220783910 hasConceptScore W4220783910C194257627 @default.
- W4220783910 hasConceptScore W4220783910C205318122 @default.
- W4220783910 hasConceptScore W4220783910C2776151529 @default.
- W4220783910 hasConceptScore W4220783910C2776257435 @default.
- W4220783910 hasConceptScore W4220783910C2776401178 @default.
- W4220783910 hasConceptScore W4220783910C2781238097 @default.
- W4220783910 hasConceptScore W4220783910C31972630 @default.
- W4220783910 hasConceptScore W4220783910C32022120 @default.
- W4220783910 hasConceptScore W4220783910C33923547 @default.
- W4220783910 hasConceptScore W4220783910C41008148 @default.
- W4220783910 hasConceptScore W4220783910C41895202 @default.
- W4220783910 hasConceptScore W4220783910C48372109 @default.
- W4220783910 hasConceptScore W4220783910C76155785 @default.
- W4220783910 hasConceptScore W4220783910C94375191 @default.
- W4220783910 hasFunder F4320337504 @default.
- W4220783910 hasLocation W42207839101 @default.
- W4220783910 hasLocation W42207839102 @default.
- W4220783910 hasLocation W42207839103 @default.
- W4220783910 hasLocation W42207839104 @default.
- W4220783910 hasOpenAccess W4220783910 @default.
- W4220783910 hasPrimaryLocation W42207839101 @default.
- W4220783910 hasRelatedWork W1837097281 @default.
- W4220783910 hasRelatedWork W1966410754 @default.
- W4220783910 hasRelatedWork W1988485990 @default.