Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377014017> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W4377014017 endingPage "19" @default.
- W4377014017 startingPage "1" @default.
- W4377014017 abstract "We propose a new gaze-initialised optimisation framework to generate aesthetically pleasing image crops based on user description. We extended the existing description-based image cropping dataset by collecting user eye movements corresponding to the image captions. To best leverage the contextual information to initialise the optimisation framework using the collected gaze data, this work proposes two gaze-based initialisation strategies, Fixed Grid and Region Proposal. In addition, we propose the adaptive Mixed scaling method to find the optimal output despite the size of the generated initialisation region and the described part of the image. We address the runtime limitation of the state-of-the-art method by implementing the Early termination strategy to reduce the number of iterations required to produce the output. Our experiments show that G-DAIC reduced the runtime by 92.11%, and the quantitative and qualitative experiments demonstrated that the proposed framework produces higher quality and more accurate image crops w.r.t. user intention." @default.
- W4377014017 created "2023-05-19" @default.
- W4377014017 creator A5004895698 @default.
- W4377014017 creator A5005688747 @default.
- W4377014017 creator A5081759736 @default.
- W4377014017 creator A5085971943 @default.
- W4377014017 date "2023-05-17" @default.
- W4377014017 modified "2023-10-18" @default.
- W4377014017 title "G-DAIC: A Gaze Initialized Framework for Description and Aesthetic-Based Image Cropping" @default.
- W4377014017 cites W1161474730 @default.
- W4377014017 cites W1851029461 @default.
- W4377014017 cites W1943333724 @default.
- W4377014017 cites W2018726509 @default.
- W4377014017 cites W2059546927 @default.
- W4377014017 cites W2067499868 @default.
- W4377014017 cites W2082335776 @default.
- W4377014017 cites W2100618994 @default.
- W4377014017 cites W2137785778 @default.
- W4377014017 cites W2141666434 @default.
- W4377014017 cites W2374927550 @default.
- W4377014017 cites W2586372171 @default.
- W4377014017 cites W2759799350 @default.
- W4377014017 cites W2779498154 @default.
- W4377014017 cites W2798986039 @default.
- W4377014017 cites W2906219823 @default.
- W4377014017 cites W2912451626 @default.
- W4377014017 cites W2936701675 @default.
- W4377014017 cites W2962858109 @default.
- W4377014017 cites W2963312801 @default.
- W4377014017 cites W2988324107 @default.
- W4377014017 cites W2989176720 @default.
- W4377014017 cites W2997430506 @default.
- W4377014017 cites W3012016401 @default.
- W4377014017 cites W3095404970 @default.
- W4377014017 cites W4206070552 @default.
- W4377014017 doi "https://doi.org/10.1145/3591132" @default.
- W4377014017 hasPublicationYear "2023" @default.
- W4377014017 type Work @default.
- W4377014017 citedByCount "0" @default.
- W4377014017 crossrefType "journal-article" @default.
- W4377014017 hasAuthorship W4377014017A5004895698 @default.
- W4377014017 hasAuthorship W4377014017A5005688747 @default.
- W4377014017 hasAuthorship W4377014017A5081759736 @default.
- W4377014017 hasAuthorship W4377014017A5085971943 @default.
- W4377014017 hasBestOaLocation W43770140171 @default.
- W4377014017 hasConcept C115961682 @default.
- W4377014017 hasConcept C118518473 @default.
- W4377014017 hasConcept C13558536 @default.
- W4377014017 hasConcept C153083717 @default.
- W4377014017 hasConcept C154945302 @default.
- W4377014017 hasConcept C187691185 @default.
- W4377014017 hasConcept C18903297 @default.
- W4377014017 hasConcept C2524010 @default.
- W4377014017 hasConcept C2779916870 @default.
- W4377014017 hasConcept C31972630 @default.
- W4377014017 hasConcept C33923547 @default.
- W4377014017 hasConcept C41008148 @default.
- W4377014017 hasConcept C86803240 @default.
- W4377014017 hasConceptScore W4377014017C115961682 @default.
- W4377014017 hasConceptScore W4377014017C118518473 @default.
- W4377014017 hasConceptScore W4377014017C13558536 @default.
- W4377014017 hasConceptScore W4377014017C153083717 @default.
- W4377014017 hasConceptScore W4377014017C154945302 @default.
- W4377014017 hasConceptScore W4377014017C187691185 @default.
- W4377014017 hasConceptScore W4377014017C18903297 @default.
- W4377014017 hasConceptScore W4377014017C2524010 @default.
- W4377014017 hasConceptScore W4377014017C2779916870 @default.
- W4377014017 hasConceptScore W4377014017C31972630 @default.
- W4377014017 hasConceptScore W4377014017C33923547 @default.
- W4377014017 hasConceptScore W4377014017C41008148 @default.
- W4377014017 hasConceptScore W4377014017C86803240 @default.
- W4377014017 hasIssue "ETRA" @default.
- W4377014017 hasLocation W43770140171 @default.
- W4377014017 hasOpenAccess W4377014017 @default.
- W4377014017 hasPrimaryLocation W43770140171 @default.
- W4377014017 hasRelatedWork W1561602432 @default.
- W4377014017 hasRelatedWork W1585794270 @default.
- W4377014017 hasRelatedWork W1589443630 @default.
- W4377014017 hasRelatedWork W1999328396 @default.
- W4377014017 hasRelatedWork W2113986142 @default.
- W4377014017 hasRelatedWork W2148725491 @default.
- W4377014017 hasRelatedWork W2385108104 @default.
- W4377014017 hasRelatedWork W2395511366 @default.
- W4377014017 hasRelatedWork W3033353262 @default.
- W4377014017 hasRelatedWork W2183271128 @default.
- W4377014017 hasVolume "7" @default.
- W4377014017 isParatext "false" @default.
- W4377014017 isRetracted "false" @default.
- W4377014017 workType "article" @default.