Matches in SemOpenAlex for { <https://semopenalex.org/work/W4294975865> ?p ?o ?g. }
Showing items 1 to 59 of
59
with 100 items per page.
- W4294975865 abstract "In order to solve the problem of semantic entanglement in generated image latent space of the StyleGAN2 network, we propose an unsupervised generated image editing method based on a multi-scale hierarchical disentanglement network structure. In our method, we first combine the mapping layer with the style mapping layer of each resolution branch in the StyleGAN2 network, and utilize the weight matrix eigen decomposition method at each scale independently to achieve the first-level disentanglement of image attributes and obtain the semantic direction vector of the scale. Then, we use Schmidt orthogonal decomposition based on the adjacent scale eigen vector to achieve the second-level disentanglement of image attributes. The result show that, compared with other mainstream unsupervised image editing methods, our method can achieve precise image editing at multiple scales, and the measurement of disentanglement between each attribute has also reached the best." @default.
- W4294975865 created "2022-09-08" @default.
- W4294975865 creator A5033732336 @default.
- W4294975865 creator A5063253432 @default.
- W4294975865 creator A5068622093 @default.
- W4294975865 creator A5090577591 @default.
- W4294975865 date "2022-08-01" @default.
- W4294975865 modified "2023-10-12" @default.
- W4294975865 title "Unsupervised Generated Image Editing Method Based on Multi-Scale Hierarchical Disentanglement" @default.
- W4294975865 doi "https://doi.org/10.1109/smartiot55134.2022.00038" @default.
- W4294975865 hasPublicationYear "2022" @default.
- W4294975865 type Work @default.
- W4294975865 citedByCount "1" @default.
- W4294975865 countsByYear W42949758652023 @default.
- W4294975865 crossrefType "proceedings-article" @default.
- W4294975865 hasAuthorship W4294975865A5033732336 @default.
- W4294975865 hasAuthorship W4294975865A5063253432 @default.
- W4294975865 hasAuthorship W4294975865A5068622093 @default.
- W4294975865 hasAuthorship W4294975865A5090577591 @default.
- W4294975865 hasConcept C115961682 @default.
- W4294975865 hasConcept C121332964 @default.
- W4294975865 hasConcept C153180895 @default.
- W4294975865 hasConcept C154945302 @default.
- W4294975865 hasConcept C2776674983 @default.
- W4294975865 hasConcept C2778755073 @default.
- W4294975865 hasConcept C31972630 @default.
- W4294975865 hasConcept C41008148 @default.
- W4294975865 hasConcept C62520636 @default.
- W4294975865 hasConceptScore W4294975865C115961682 @default.
- W4294975865 hasConceptScore W4294975865C121332964 @default.
- W4294975865 hasConceptScore W4294975865C153180895 @default.
- W4294975865 hasConceptScore W4294975865C154945302 @default.
- W4294975865 hasConceptScore W4294975865C2776674983 @default.
- W4294975865 hasConceptScore W4294975865C2778755073 @default.
- W4294975865 hasConceptScore W4294975865C31972630 @default.
- W4294975865 hasConceptScore W4294975865C41008148 @default.
- W4294975865 hasConceptScore W4294975865C62520636 @default.
- W4294975865 hasFunder F4320321001 @default.
- W4294975865 hasFunder F4320321921 @default.
- W4294975865 hasFunder F4320322857 @default.
- W4294975865 hasFunder F4320325079 @default.
- W4294975865 hasFunder F4320330479 @default.
- W4294975865 hasFunder F4320335777 @default.
- W4294975865 hasLocation W42949758651 @default.
- W4294975865 hasOpenAccess W4294975865 @default.
- W4294975865 hasPrimaryLocation W42949758651 @default.
- W4294975865 hasRelatedWork W1533292911 @default.
- W4294975865 hasRelatedWork W2005185696 @default.
- W4294975865 hasRelatedWork W2092957489 @default.
- W4294975865 hasRelatedWork W2130228941 @default.
- W4294975865 hasRelatedWork W2132132164 @default.
- W4294975865 hasRelatedWork W2161229648 @default.
- W4294975865 hasRelatedWork W2235753890 @default.
- W4294975865 hasRelatedWork W2737780766 @default.
- W4294975865 hasRelatedWork W2993674027 @default.
- W4294975865 hasRelatedWork W637626424 @default.
- W4294975865 isParatext "false" @default.
- W4294975865 isRetracted "false" @default.
- W4294975865 workType "article" @default.