Matches in SemOpenAlex for { <https://semopenalex.org/work/W4361194262> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W4361194262 abstract "Generating synthetic images of handwritten text in a writer-specific style is a challenging task, especially in the case of unseen styles and new words, and even more when these latter contain characters that are rarely encountered during training. While emulating a writer's style has been recently addressed by generative models, the generalization towards rare characters has been disregarded. In this work, we devise a Transformer-based model for Few-Shot styled handwritten text generation and focus on obtaining a robust and informative representation of both the text and the style. In particular, we propose a novel representation of the textual content as a sequence of dense vectors obtained from images of symbols written as standard GNU Unifont glyphs, which can be considered their visual archetypes. This strategy is more suitable for generating characters that, despite having been seen rarely during training, possibly share visual details with the frequently observed ones. As for the style, we obtain a robust representation of unseen writers' calligraphy by exploiting specific pre-training on a large synthetic dataset. Quantitative and qualitative results demonstrate the effectiveness of our proposal in generating words in unseen styles and with rare characters more faithfully than existing approaches relying on independent one-hot encodings of the characters." @default.
- W4361194262 created "2023-03-31" @default.
- W4361194262 creator A5030948871 @default.
- W4361194262 creator A5040381049 @default.
- W4361194262 creator A5041010671 @default.
- W4361194262 date "2023-03-27" @default.
- W4361194262 modified "2023-10-16" @default.
- W4361194262 title "Handwritten Text Generation from Visual Archetypes" @default.
- W4361194262 doi "https://doi.org/10.48550/arxiv.2303.15269" @default.
- W4361194262 hasPublicationYear "2023" @default.
- W4361194262 type Work @default.
- W4361194262 citedByCount "0" @default.
- W4361194262 crossrefType "posted-content" @default.
- W4361194262 hasAuthorship W4361194262A5030948871 @default.
- W4361194262 hasAuthorship W4361194262A5040381049 @default.
- W4361194262 hasAuthorship W4361194262A5041010671 @default.
- W4361194262 hasBestOaLocation W43611942621 @default.
- W4361194262 hasConcept C120665830 @default.
- W4361194262 hasConcept C121332964 @default.
- W4361194262 hasConcept C124952713 @default.
- W4361194262 hasConcept C13622073 @default.
- W4361194262 hasConcept C138885662 @default.
- W4361194262 hasConcept C142362112 @default.
- W4361194262 hasConcept C153180895 @default.
- W4361194262 hasConcept C153349607 @default.
- W4361194262 hasConcept C154945302 @default.
- W4361194262 hasConcept C165801399 @default.
- W4361194262 hasConcept C166957645 @default.
- W4361194262 hasConcept C17744445 @default.
- W4361194262 hasConcept C192209626 @default.
- W4361194262 hasConcept C199539241 @default.
- W4361194262 hasConcept C204321447 @default.
- W4361194262 hasConcept C205783811 @default.
- W4361194262 hasConcept C2776359362 @default.
- W4361194262 hasConcept C2776445246 @default.
- W4361194262 hasConcept C39890363 @default.
- W4361194262 hasConcept C41008148 @default.
- W4361194262 hasConcept C41895202 @default.
- W4361194262 hasConcept C49848784 @default.
- W4361194262 hasConcept C526940114 @default.
- W4361194262 hasConcept C62520636 @default.
- W4361194262 hasConcept C66322947 @default.
- W4361194262 hasConcept C94625758 @default.
- W4361194262 hasConcept C95457728 @default.
- W4361194262 hasConceptScore W4361194262C120665830 @default.
- W4361194262 hasConceptScore W4361194262C121332964 @default.
- W4361194262 hasConceptScore W4361194262C124952713 @default.
- W4361194262 hasConceptScore W4361194262C13622073 @default.
- W4361194262 hasConceptScore W4361194262C138885662 @default.
- W4361194262 hasConceptScore W4361194262C142362112 @default.
- W4361194262 hasConceptScore W4361194262C153180895 @default.
- W4361194262 hasConceptScore W4361194262C153349607 @default.
- W4361194262 hasConceptScore W4361194262C154945302 @default.
- W4361194262 hasConceptScore W4361194262C165801399 @default.
- W4361194262 hasConceptScore W4361194262C166957645 @default.
- W4361194262 hasConceptScore W4361194262C17744445 @default.
- W4361194262 hasConceptScore W4361194262C192209626 @default.
- W4361194262 hasConceptScore W4361194262C199539241 @default.
- W4361194262 hasConceptScore W4361194262C204321447 @default.
- W4361194262 hasConceptScore W4361194262C205783811 @default.
- W4361194262 hasConceptScore W4361194262C2776359362 @default.
- W4361194262 hasConceptScore W4361194262C2776445246 @default.
- W4361194262 hasConceptScore W4361194262C39890363 @default.
- W4361194262 hasConceptScore W4361194262C41008148 @default.
- W4361194262 hasConceptScore W4361194262C41895202 @default.
- W4361194262 hasConceptScore W4361194262C49848784 @default.
- W4361194262 hasConceptScore W4361194262C526940114 @default.
- W4361194262 hasConceptScore W4361194262C62520636 @default.
- W4361194262 hasConceptScore W4361194262C66322947 @default.
- W4361194262 hasConceptScore W4361194262C94625758 @default.
- W4361194262 hasConceptScore W4361194262C95457728 @default.
- W4361194262 hasLocation W43611942621 @default.
- W4361194262 hasOpenAccess W4361194262 @default.
- W4361194262 hasPrimaryLocation W43611942621 @default.
- W4361194262 hasRelatedWork W159141821 @default.
- W4361194262 hasRelatedWork W2044320145 @default.
- W4361194262 hasRelatedWork W2367082921 @default.
- W4361194262 hasRelatedWork W2373469156 @default.
- W4361194262 hasRelatedWork W2374834818 @default.
- W4361194262 hasRelatedWork W2386026329 @default.
- W4361194262 hasRelatedWork W2389079057 @default.
- W4361194262 hasRelatedWork W2916492174 @default.
- W4361194262 hasRelatedWork W3107474891 @default.
- W4361194262 hasRelatedWork W4323363096 @default.
- W4361194262 isParatext "false" @default.
- W4361194262 isRetracted "false" @default.
- W4361194262 workType "article" @default.