FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1956804535> ?p ?o ?g. }

• W1956804535 abstract "We present a domain adaption framework to address a domain mismatch between synthetic training and real-world testing data. We demonstrate our method on a challenging fine-grain classification problem: recognizing a font style from an image of text. In this task, it is very easy to generate lots of rendered font examples but very hard to obtain real-world labeled images. This real-to-synthetic domain gap caused poor generalization to new real data in previous font recognition methods (Chen et al. (2014)). In this paper, we introduce a Convolutional Neural Network decomposition approach, leveraging a large training corpus of synthetic data to obtain effective features for classification. This is done using an adaptation technique based on a Stacked Convolutional Auto-Encoder that exploits a large collection of unlabeled real-world text images combined with synthetic data preprocessed in a specific way. The proposed DeepFont method achieves an accuracy of higher than 80% (top-5) on a new large labeled real-world dataset we collected." @default.
• W1956804535 created "2016-06-24" @default.
• W1956804535 creator A5008831111 @default.
• W1956804535 creator A5023292508 @default.
• W1956804535 creator A5024777042 @default.
• W1956804535 creator A5027379477 @default.
• W1956804535 creator A5038815767 @default.
• W1956804535 creator A5048522863 @default.
• W1956804535 creator A5063499488 @default.
• W1956804535 date "2014-12-18" @default.
• W1956804535 modified "2023-09-22" @default.
• W1956804535 title "Decomposition-Based Domain Adaptation for Real-World Font Recognition" @default.
• W1956804535 cites W1607307044 @default.
• W1956804535 cites W1705056854 @default.
• W1956804535 cites W1989702938 @default.
• W1956804535 cites W1998042868 @default.
• W1956804535 cites W2025768430 @default.
• W1956804535 cites W2060280062 @default.
• W1956804535 cites W2072128103 @default.
• W1956804535 cites W2079479194 @default.
• W1956804535 cites W2104094955 @default.
• W1956804535 cites W2110798204 @default.
• W1956804535 cites W2122922389 @default.
• W1956804535 cites W2136655611 @default.
• W1956804535 cites W2141200610 @default.
• W1956804535 cites W2165698076 @default.
• W1956804535 cites W2220622620 @default.
• W1956804535 cites W22861983 @default.
• W1956804535 cites W2293078015 @default.
• W1956804535 cites W2407712691 @default.
• W1956804535 cites W70975097 @default.
• W1956804535 doi "https://doi.org/10.48550/arxiv.1412.5758" @default.
• W1956804535 hasPublicationYear "2014" @default.
• W1956804535 type Work @default.
• W1956804535 sameAs 1956804535 @default.
• W1956804535 citedByCount "1" @default.
• W1956804535 countsByYear W19568045352020 @default.
• W1956804535 crossrefType "posted-content" @default.
• W1956804535 hasAuthorship W1956804535A5008831111 @default.
• W1956804535 hasAuthorship W1956804535A5023292508 @default.
• W1956804535 hasAuthorship W1956804535A5024777042 @default.
• W1956804535 hasAuthorship W1956804535A5027379477 @default.
• W1956804535 hasAuthorship W1956804535A5038815767 @default.
• W1956804535 hasAuthorship W1956804535A5048522863 @default.
• W1956804535 hasAuthorship W1956804535A5063499488 @default.
• W1956804535 hasBestOaLocation W19568045351 @default.
• W1956804535 hasConcept C111919701 @default.
• W1956804535 hasConcept C118505674 @default.
• W1956804535 hasConcept C119857082 @default.
• W1956804535 hasConcept C120665830 @default.
• W1956804535 hasConcept C121332964 @default.
• W1956804535 hasConcept C134306372 @default.
• W1956804535 hasConcept C139807058 @default.
• W1956804535 hasConcept C153180895 @default.
• W1956804535 hasConcept C154945302 @default.
• W1956804535 hasConcept C162324750 @default.
• W1956804535 hasConcept C165696696 @default.
• W1956804535 hasConcept C177148314 @default.
• W1956804535 hasConcept C187736073 @default.
• W1956804535 hasConcept C2776434776 @default.
• W1956804535 hasConcept C2777737414 @default.
• W1956804535 hasConcept C2780451532 @default.
• W1956804535 hasConcept C33923547 @default.
• W1956804535 hasConcept C36503486 @default.
• W1956804535 hasConcept C38652104 @default.
• W1956804535 hasConcept C41008148 @default.
• W1956804535 hasConcept C81363708 @default.
• W1956804535 hasConcept C95623464 @default.
• W1956804535 hasConceptScore W1956804535C111919701 @default.
• W1956804535 hasConceptScore W1956804535C118505674 @default.
• W1956804535 hasConceptScore W1956804535C119857082 @default.
• W1956804535 hasConceptScore W1956804535C120665830 @default.
• W1956804535 hasConceptScore W1956804535C121332964 @default.
• W1956804535 hasConceptScore W1956804535C134306372 @default.
• W1956804535 hasConceptScore W1956804535C139807058 @default.
• W1956804535 hasConceptScore W1956804535C153180895 @default.
• W1956804535 hasConceptScore W1956804535C154945302 @default.
• W1956804535 hasConceptScore W1956804535C162324750 @default.
• W1956804535 hasConceptScore W1956804535C165696696 @default.
• W1956804535 hasConceptScore W1956804535C177148314 @default.
• W1956804535 hasConceptScore W1956804535C187736073 @default.
• W1956804535 hasConceptScore W1956804535C2776434776 @default.
• W1956804535 hasConceptScore W1956804535C2777737414 @default.
• W1956804535 hasConceptScore W1956804535C2780451532 @default.
• W1956804535 hasConceptScore W1956804535C33923547 @default.
• W1956804535 hasConceptScore W1956804535C36503486 @default.
• W1956804535 hasConceptScore W1956804535C38652104 @default.
• W1956804535 hasConceptScore W1956804535C41008148 @default.
• W1956804535 hasConceptScore W1956804535C81363708 @default.
• W1956804535 hasConceptScore W1956804535C95623464 @default.
• W1956804535 hasLocation W19568045351 @default.
• W1956804535 hasOpenAccess W1956804535 @default.
• W1956804535 hasPrimaryLocation W19568045351 @default.
• W1956804535 hasRelatedWork W2052595151 @default.
• W1956804535 hasRelatedWork W2175746458 @default.
• W1956804535 hasRelatedWork W2750946167 @default.
• W1956804535 hasRelatedWork W2963500702 @default.
• W1956804535 hasRelatedWork W2963891724 @default.
• W1956804535 hasRelatedWork W3027997911 @default.
• W1956804535 hasRelatedWork W3093612317 @default.

• next