FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3021644648> ?p ?o ?g. }

• W3021644648 endingPage "574" @default.
• W3021644648 startingPage "564" @default.
• W3021644648 abstract "Multiple research studies have recently demonstrated deep networks can generate realistic‐looking textures and stylised images from a single texture example. However, they suffer from some drawbacks. Generative adversarial networks are in general difficult to train. Multiple feature variations, encoded in their latent representation, require a priori information to generate images with specific features. The auto‐encoders are prone to generate a blurry output. One of the main reasons is the inability to parameterise complex distributions. The authors present a novel texture generative model architecture extending the variational auto‐encoder approach. It gradually increases the accuracy of details in the reconstructed images. Thanks to the proposed architecture, the model is able to learn a higher level of details resulting from the partial disentanglement of latent variables. The generative model is also capable of synthesising complex real‐world textures. The model consists of multiple separate latent layers responsible for learning the gradual levels of texture details. Separate training of latent representations increases the stability of the learning process and provides partial disentanglement of latent variables. The experiments with proposed architecture demonstrate the potential of variational auto‐encoders in the domain of texture synthesis and also tend to yield sharper reconstruction as well as synthesised texture images." @default.
• W3021644648 created "2020-05-13" @default.
• W3021644648 creator A5003330146 @default.
• W3021644648 creator A5010439509 @default.
• W3021644648 creator A5042086801 @default.
• W3021644648 date "2020-11-25" @default.
• W3021644648 modified "2023-09-27" @default.
• W3021644648 title "Partial disentanglement of hierarchical variational auto‐encoder for texture synthesis" @default.
• W3021644648 cites W1834627138 @default.
• W3021644648 cites W1941325251 @default.
• W3021644648 cites W2047643928 @default.
• W3021644648 cites W2078837015 @default.
• W3021644648 cites W2083518538 @default.
• W3021644648 cites W2097117768 @default.
• W3021644648 cites W2116013899 @default.
• W3021644648 cites W2138011018 @default.
• W3021644648 cites W2232702494 @default.
• W3021644648 cites W2339754110 @default.
• W3021644648 cites W2752782242 @default.
• W3021644648 cites W2798365772 @default.
• W3021644648 cites W2801495938 @default.
• W3021644648 cites W2807725536 @default.
• W3021644648 cites W2886145195 @default.
• W3021644648 cites W2952686466 @default.
• W3021644648 cites W2962770929 @default.
• W3021644648 cites W2962974533 @default.
• W3021644648 cites W2963201933 @default.
• W3021644648 cites W2963567641 @default.
• W3021644648 cites W2771489666 @default.
• W3021644648 doi "https://doi.org/10.1049/iet-cvi.2019.0416" @default.
• W3021644648 hasPublicationYear "2020" @default.
• W3021644648 type Work @default.
• W3021644648 sameAs 3021644648 @default.
• W3021644648 citedByCount "2" @default.
• W3021644648 countsByYear W30216446482021 @default.
• W3021644648 countsByYear W30216446482022 @default.
• W3021644648 crossrefType "journal-article" @default.
• W3021644648 hasAuthorship W3021644648A5003330146 @default.
• W3021644648 hasAuthorship W3021644648A5010439509 @default.
• W3021644648 hasAuthorship W3021644648A5042086801 @default.
• W3021644648 hasBestOaLocation W30216446481 @default.
• W3021644648 hasConcept C101738243 @default.
• W3021644648 hasConcept C111472728 @default.
• W3021644648 hasConcept C111919701 @default.
• W3021644648 hasConcept C11413529 @default.
• W3021644648 hasConcept C115961682 @default.
• W3021644648 hasConcept C118505674 @default.
• W3021644648 hasConcept C138885662 @default.
• W3021644648 hasConcept C153180895 @default.
• W3021644648 hasConcept C154945302 @default.
• W3021644648 hasConcept C167966045 @default.
• W3021644648 hasConcept C17744445 @default.
• W3021644648 hasConcept C199539241 @default.
• W3021644648 hasConcept C2776359362 @default.
• W3021644648 hasConcept C2776401178 @default.
• W3021644648 hasConcept C2781195486 @default.
• W3021644648 hasConcept C31972630 @default.
• W3021644648 hasConcept C39890363 @default.
• W3021644648 hasConcept C41008148 @default.
• W3021644648 hasConcept C41895202 @default.
• W3021644648 hasConcept C50644808 @default.
• W3021644648 hasConcept C51167844 @default.
• W3021644648 hasConcept C59404180 @default.
• W3021644648 hasConcept C75553542 @default.
• W3021644648 hasConcept C94625758 @default.
• W3021644648 hasConceptScore W3021644648C101738243 @default.
• W3021644648 hasConceptScore W3021644648C111472728 @default.
• W3021644648 hasConceptScore W3021644648C111919701 @default.
• W3021644648 hasConceptScore W3021644648C11413529 @default.
• W3021644648 hasConceptScore W3021644648C115961682 @default.
• W3021644648 hasConceptScore W3021644648C118505674 @default.
• W3021644648 hasConceptScore W3021644648C138885662 @default.
• W3021644648 hasConceptScore W3021644648C153180895 @default.
• W3021644648 hasConceptScore W3021644648C154945302 @default.
• W3021644648 hasConceptScore W3021644648C167966045 @default.
• W3021644648 hasConceptScore W3021644648C17744445 @default.
• W3021644648 hasConceptScore W3021644648C199539241 @default.
• W3021644648 hasConceptScore W3021644648C2776359362 @default.
• W3021644648 hasConceptScore W3021644648C2776401178 @default.
• W3021644648 hasConceptScore W3021644648C2781195486 @default.
• W3021644648 hasConceptScore W3021644648C31972630 @default.
• W3021644648 hasConceptScore W3021644648C39890363 @default.
• W3021644648 hasConceptScore W3021644648C41008148 @default.
• W3021644648 hasConceptScore W3021644648C41895202 @default.
• W3021644648 hasConceptScore W3021644648C50644808 @default.
• W3021644648 hasConceptScore W3021644648C51167844 @default.
• W3021644648 hasConceptScore W3021644648C59404180 @default.
• W3021644648 hasConceptScore W3021644648C75553542 @default.
• W3021644648 hasConceptScore W3021644648C94625758 @default.
• W3021644648 hasFunder F4320323641 @default.
• W3021644648 hasFunder F4320335322 @default.
• W3021644648 hasIssue "8" @default.
• W3021644648 hasLocation W30216446481 @default.
• W3021644648 hasOpenAccess W3021644648 @default.
• W3021644648 hasPrimaryLocation W30216446481 @default.
• W3021644648 hasRelatedWork W2335364074 @default.
• W3021644648 hasRelatedWork W2998168123 @default.
• W3021644648 hasRelatedWork W4221144353 @default.

• next