Matches in SemOpenAlex for { <https://semopenalex.org/work/W4381165210> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W4381165210 endingPage "7278" @default.
- W4381165210 startingPage "7278" @default.
- W4381165210 abstract "Text-to-image technology enables computers to create images from text by simulating the human process of forming mental images. GAN-based text-to-image technology involves extracting features from input text; subsequently, they are combined with noise and used as input to a GAN, which generates images similar to the original images via competition between the generator and discriminator. Although images have been extensively generated from English text, text-to-image technology based on multilingualism, such as Korean, is in its developmental stage. Webtoons are digital comic formats for viewing comics online. The webtoon creation process involves story planning, content/sketching, coloring, and background drawing, all of which require human intervention, thus being time-consuming and expensive. Therefore, this study proposes a multilingual text-to-image model capable of generating webtoon images when presented with multilingual input text. The proposed model employs multilingual BERT to extract feature vectors for multiple languages and trains a DCGAN in conjunction with the images. The experimental results demonstrate that the model can generate images similar to the original images when presented with multilingual input text after training. The evaluation metrics further support these findings, as the generated images achieved an Inception score of 4.99 and an FID score of 22.21." @default.
- W4381165210 created "2023-06-20" @default.
- W4381165210 creator A5019874968 @default.
- W4381165210 creator A5036978054 @default.
- W4381165210 creator A5061116975 @default.
- W4381165210 creator A5064615595 @default.
- W4381165210 creator A5083817509 @default.
- W4381165210 date "2023-06-19" @default.
- W4381165210 modified "2023-10-16" @default.
- W4381165210 title "A Study on Generating Webtoons Using Multilingual Text-to-Image Models" @default.
- W4381165210 cites W2798729263 @default.
- W4381165210 cites W2896134062 @default.
- W4381165210 cites W2946417913 @default.
- W4381165210 cites W2952638691 @default.
- W4381165210 cites W2962845008 @default.
- W4381165210 cites W2963966654 @default.
- W4381165210 cites W2964024144 @default.
- W4381165210 cites W3007780968 @default.
- W4381165210 cites W3043139608 @default.
- W4381165210 cites W3124902815 @default.
- W4381165210 cites W3184324824 @default.
- W4381165210 cites W3205866742 @default.
- W4381165210 cites W3212516020 @default.
- W4381165210 cites W4285288078 @default.
- W4381165210 cites W4312740349 @default.
- W4381165210 cites W4312933868 @default.
- W4381165210 cites W4317907247 @default.
- W4381165210 doi "https://doi.org/10.3390/app13127278" @default.
- W4381165210 hasPublicationYear "2023" @default.
- W4381165210 type Work @default.
- W4381165210 citedByCount "0" @default.
- W4381165210 crossrefType "journal-article" @default.
- W4381165210 hasAuthorship W4381165210A5019874968 @default.
- W4381165210 hasAuthorship W4381165210A5036978054 @default.
- W4381165210 hasAuthorship W4381165210A5061116975 @default.
- W4381165210 hasAuthorship W4381165210A5064615595 @default.
- W4381165210 hasAuthorship W4381165210A5083817509 @default.
- W4381165210 hasBestOaLocation W43811652101 @default.
- W4381165210 hasConcept C115961682 @default.
- W4381165210 hasConcept C121332964 @default.
- W4381165210 hasConcept C153180895 @default.
- W4381165210 hasConcept C154945302 @default.
- W4381165210 hasConcept C163258240 @default.
- W4381165210 hasConcept C204321447 @default.
- W4381165210 hasConcept C2779803651 @default.
- W4381165210 hasConcept C2780992000 @default.
- W4381165210 hasConcept C2983589003 @default.
- W4381165210 hasConcept C31972630 @default.
- W4381165210 hasConcept C41008148 @default.
- W4381165210 hasConcept C529099274 @default.
- W4381165210 hasConcept C62520636 @default.
- W4381165210 hasConcept C76155785 @default.
- W4381165210 hasConcept C94915269 @default.
- W4381165210 hasConceptScore W4381165210C115961682 @default.
- W4381165210 hasConceptScore W4381165210C121332964 @default.
- W4381165210 hasConceptScore W4381165210C153180895 @default.
- W4381165210 hasConceptScore W4381165210C154945302 @default.
- W4381165210 hasConceptScore W4381165210C163258240 @default.
- W4381165210 hasConceptScore W4381165210C204321447 @default.
- W4381165210 hasConceptScore W4381165210C2779803651 @default.
- W4381165210 hasConceptScore W4381165210C2780992000 @default.
- W4381165210 hasConceptScore W4381165210C2983589003 @default.
- W4381165210 hasConceptScore W4381165210C31972630 @default.
- W4381165210 hasConceptScore W4381165210C41008148 @default.
- W4381165210 hasConceptScore W4381165210C529099274 @default.
- W4381165210 hasConceptScore W4381165210C62520636 @default.
- W4381165210 hasConceptScore W4381165210C76155785 @default.
- W4381165210 hasConceptScore W4381165210C94915269 @default.
- W4381165210 hasIssue "12" @default.
- W4381165210 hasLocation W43811652101 @default.
- W4381165210 hasLocation W43811652102 @default.
- W4381165210 hasOpenAccess W4381165210 @default.
- W4381165210 hasPrimaryLocation W43811652101 @default.
- W4381165210 hasRelatedWork W2904616728 @default.
- W4381165210 hasRelatedWork W2946952476 @default.
- W4381165210 hasRelatedWork W2974859913 @default.
- W4381165210 hasRelatedWork W3105928910 @default.
- W4381165210 hasRelatedWork W3119479239 @default.
- W4381165210 hasRelatedWork W4224217118 @default.
- W4381165210 hasRelatedWork W4281389463 @default.
- W4381165210 hasRelatedWork W4283584549 @default.
- W4381165210 hasRelatedWork W4308217387 @default.
- W4381165210 hasRelatedWork W4366112369 @default.
- W4381165210 hasVolume "13" @default.
- W4381165210 isParatext "false" @default.
- W4381165210 isRetracted "false" @default.
- W4381165210 workType "article" @default.