Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281614200> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4281614200 endingPage "107108" @default.
- W4281614200 startingPage "107108" @default.
- W4281614200 abstract "In the process of online sex identification and sorting of silkworm pupae by machine vision technology, the collected images of silkworm pupae gonad suffer underexposure or overexposure due to the biological characteristics of silkworm pupae and the mechanism movement. As a result, the partial texture characteristics of silkworm pupae gonad are not obvious and thus lead to a large error for the subsequent identification of male and female pupae. In view of the overexposed or underexposed problem existed in online image collecting of silkworm pupae gonad, an algorithm model is proposed in this paper. It can automatically determine whether the silkworm pupae gonad image has exposure problem according to the distribution law of gray values. Moreover, an extra correction model based on the combination of the Retinex (retina and cortex) model and the weighted least squares method is put forward to correcting the exposure of gonadal images. The experiment results demonstrate that the proposed algorithm not only can find the silkworm pupae gonad image with exposure problem completely and accurately, but also make the restored gonadal texture clearer. Furthermore, this algorithm has a good effect on the exposure correction of other objects. After the original data sets are processed by the algorithm, the correct sex identification rate in the classification network based on Resnet50 training reaches 90.52%. It is 7.08% higher than the original silkworm pupae gonad images, which can verify the effectiveness of the algorithm. And the recovery time of a single image is within 0.3 s, which can meet the needs of online automatic identification. The proposed algorithm is of great significance for the online male and female identification of silkworm pupae based on machine vision." @default.
- W4281614200 created "2022-06-12" @default.
- W4281614200 creator A5018024166 @default.
- W4281614200 creator A5018817987 @default.
- W4281614200 creator A5055212374 @default.
- W4281614200 creator A5059225276 @default.
- W4281614200 date "2022-07-01" @default.
- W4281614200 modified "2023-09-23" @default.
- W4281614200 title "Automatic exposure correction algorithm for online silkworm pupae (Bombyx mori) sex classification" @default.
- W4281614200 cites W1640745651 @default.
- W4281614200 cites W1976468890 @default.
- W4281614200 cites W1987444808 @default.
- W4281614200 cites W2001412060 @default.
- W4281614200 cites W2118002060 @default.
- W4281614200 cites W2121900453 @default.
- W4281614200 cites W2124843241 @default.
- W4281614200 cites W2141957843 @default.
- W4281614200 cites W2144628669 @default.
- W4281614200 cites W2150461190 @default.
- W4281614200 cites W2150721269 @default.
- W4281614200 cites W2566376500 @default.
- W4281614200 cites W2947338419 @default.
- W4281614200 doi "https://doi.org/10.1016/j.compag.2022.107108" @default.
- W4281614200 hasPublicationYear "2022" @default.
- W4281614200 type Work @default.
- W4281614200 citedByCount "1" @default.
- W4281614200 countsByYear W42816142002023 @default.
- W4281614200 crossrefType "journal-article" @default.
- W4281614200 hasAuthorship W4281614200A5018024166 @default.
- W4281614200 hasAuthorship W4281614200A5018817987 @default.
- W4281614200 hasAuthorship W4281614200A5055212374 @default.
- W4281614200 hasAuthorship W4281614200A5059225276 @default.
- W4281614200 hasConcept C104317684 @default.
- W4281614200 hasConcept C105702510 @default.
- W4281614200 hasConcept C11413529 @default.
- W4281614200 hasConcept C116834253 @default.
- W4281614200 hasConcept C153180895 @default.
- W4281614200 hasConcept C154945302 @default.
- W4281614200 hasConcept C173758957 @default.
- W4281614200 hasConcept C175734852 @default.
- W4281614200 hasConcept C18903297 @default.
- W4281614200 hasConcept C2778487026 @default.
- W4281614200 hasConcept C2781471917 @default.
- W4281614200 hasConcept C41008148 @default.
- W4281614200 hasConcept C54355233 @default.
- W4281614200 hasConcept C86803240 @default.
- W4281614200 hasConceptScore W4281614200C104317684 @default.
- W4281614200 hasConceptScore W4281614200C105702510 @default.
- W4281614200 hasConceptScore W4281614200C11413529 @default.
- W4281614200 hasConceptScore W4281614200C116834253 @default.
- W4281614200 hasConceptScore W4281614200C153180895 @default.
- W4281614200 hasConceptScore W4281614200C154945302 @default.
- W4281614200 hasConceptScore W4281614200C173758957 @default.
- W4281614200 hasConceptScore W4281614200C175734852 @default.
- W4281614200 hasConceptScore W4281614200C18903297 @default.
- W4281614200 hasConceptScore W4281614200C2778487026 @default.
- W4281614200 hasConceptScore W4281614200C2781471917 @default.
- W4281614200 hasConceptScore W4281614200C41008148 @default.
- W4281614200 hasConceptScore W4281614200C54355233 @default.
- W4281614200 hasConceptScore W4281614200C86803240 @default.
- W4281614200 hasFunder F4320321001 @default.
- W4281614200 hasFunder F4320322665 @default.
- W4281614200 hasFunder F4320336746 @default.
- W4281614200 hasLocation W42816142001 @default.
- W4281614200 hasOpenAccess W4281614200 @default.
- W4281614200 hasPrimaryLocation W42816142001 @default.
- W4281614200 hasRelatedWork W1677250833 @default.
- W4281614200 hasRelatedWork W1983122776 @default.
- W4281614200 hasRelatedWork W2006062970 @default.
- W4281614200 hasRelatedWork W2104155888 @default.
- W4281614200 hasRelatedWork W2348070515 @default.
- W4281614200 hasRelatedWork W2356426513 @default.
- W4281614200 hasRelatedWork W2526050372 @default.
- W4281614200 hasRelatedWork W2527785315 @default.
- W4281614200 hasRelatedWork W4281614200 @default.
- W4281614200 hasRelatedWork W4307331188 @default.
- W4281614200 hasVolume "198" @default.
- W4281614200 isParatext "false" @default.
- W4281614200 isRetracted "false" @default.
- W4281614200 workType "article" @default.