Matches in SemOpenAlex for { <https://semopenalex.org/work/W3048189774> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W3048189774 abstract "This paper introduces a Unified Model of Saliency and Importance (UMSI), which learns to predict visual importance in input graphic designs, and saliency in natural images, along with a new dataset and applications. Previous methods for predicting saliency or visual importance are trained individually on specialized datasets, making them limited in application and leading to poor generalization on novel image classes, while requiring a user to know which model to apply to which input. UMSI is a deep learning-based model simultaneously trained on images from different design classes, including posters, infographics, mobile UIs, as well as natural images, and includes an automatic classification module to classify the input. This allows the model to work more effectively without requiring a user to label the input. We also introduce Imp1k, a new dataset of designs annotated with importance information. We demonstrate two new design interfaces that use importance prediction, including a tool for adjusting the relative importance of design elements, and a tool for reflowing designs to new aspect ratios while preserving visual importance. The model, code, and importance dataset are available at this https URL ." @default.
- W3048189774 created "2020-08-13" @default.
- W3048189774 creator A5002199340 @default.
- W3048189774 creator A5011292436 @default.
- W3048189774 creator A5050417141 @default.
- W3048189774 creator A5052810777 @default.
- W3048189774 creator A5061237128 @default.
- W3048189774 creator A5080857719 @default.
- W3048189774 date "2020-08-07" @default.
- W3048189774 modified "2023-09-25" @default.
- W3048189774 title "Predicting Visual Importance Across Graphic Design Types" @default.
- W3048189774 cites W1903029394 @default.
- W3048189774 cites W1934890906 @default.
- W3048189774 cites W1952173784 @default.
- W3048189774 cites W2011673487 @default.
- W3048189774 cites W2030073376 @default.
- W3048189774 cites W2052404564 @default.
- W3048189774 cites W2054901814 @default.
- W3048189774 cites W2075014921 @default.
- W3048189774 cites W2167708792 @default.
- W3048189774 cites W2346566584 @default.
- W3048189774 cites W2529173830 @default.
- W3048189774 cites W2584069265 @default.
- W3048189774 cites W2605982830 @default.
- W3048189774 cites W2630837129 @default.
- W3048189774 cites W2742434688 @default.
- W3048189774 cites W2752455899 @default.
- W3048189774 cites W2757287158 @default.
- W3048189774 cites W2765874585 @default.
- W3048189774 cites W2896172606 @default.
- W3048189774 cites W2963037330 @default.
- W3048189774 cites W2963586803 @default.
- W3048189774 cites W2963828885 @default.
- W3048189774 cites W2964145162 @default.
- W3048189774 cites W3030446444 @default.
- W3048189774 cites W3034988334 @default.
- W3048189774 cites W3101840568 @default.
- W3048189774 cites W3106250896 @default.
- W3048189774 hasPublicationYear "2020" @default.
- W3048189774 type Work @default.
- W3048189774 sameAs 3048189774 @default.
- W3048189774 citedByCount "0" @default.
- W3048189774 crossrefType "posted-content" @default.
- W3048189774 hasAuthorship W3048189774A5002199340 @default.
- W3048189774 hasAuthorship W3048189774A5011292436 @default.
- W3048189774 hasAuthorship W3048189774A5050417141 @default.
- W3048189774 hasAuthorship W3048189774A5052810777 @default.
- W3048189774 hasAuthorship W3048189774A5061237128 @default.
- W3048189774 hasAuthorship W3048189774A5080857719 @default.
- W3048189774 hasConcept C119857082 @default.
- W3048189774 hasConcept C124101348 @default.
- W3048189774 hasConcept C134306372 @default.
- W3048189774 hasConcept C154945302 @default.
- W3048189774 hasConcept C156365220 @default.
- W3048189774 hasConcept C177148314 @default.
- W3048189774 hasConcept C199360897 @default.
- W3048189774 hasConcept C33923547 @default.
- W3048189774 hasConcept C41008148 @default.
- W3048189774 hasConcept C43126263 @default.
- W3048189774 hasConceptScore W3048189774C119857082 @default.
- W3048189774 hasConceptScore W3048189774C124101348 @default.
- W3048189774 hasConceptScore W3048189774C134306372 @default.
- W3048189774 hasConceptScore W3048189774C154945302 @default.
- W3048189774 hasConceptScore W3048189774C156365220 @default.
- W3048189774 hasConceptScore W3048189774C177148314 @default.
- W3048189774 hasConceptScore W3048189774C199360897 @default.
- W3048189774 hasConceptScore W3048189774C33923547 @default.
- W3048189774 hasConceptScore W3048189774C41008148 @default.
- W3048189774 hasConceptScore W3048189774C43126263 @default.
- W3048189774 hasLocation W30481897741 @default.
- W3048189774 hasOpenAccess W3048189774 @default.
- W3048189774 hasPrimaryLocation W30481897741 @default.
- W3048189774 hasRelatedWork W1518459208 @default.
- W3048189774 hasRelatedWork W1519076684 @default.
- W3048189774 hasRelatedWork W1803344800 @default.
- W3048189774 hasRelatedWork W1964874934 @default.
- W3048189774 hasRelatedWork W1966373265 @default.
- W3048189774 hasRelatedWork W2006190688 @default.
- W3048189774 hasRelatedWork W2136827748 @default.
- W3048189774 hasRelatedWork W2158570355 @default.
- W3048189774 hasRelatedWork W2158778465 @default.
- W3048189774 hasRelatedWork W2531148809 @default.
- W3048189774 hasRelatedWork W2556366175 @default.
- W3048189774 hasRelatedWork W2734620478 @default.
- W3048189774 hasRelatedWork W2751533416 @default.
- W3048189774 hasRelatedWork W2831371831 @default.
- W3048189774 hasRelatedWork W2966583823 @default.
- W3048189774 hasRelatedWork W2989664530 @default.
- W3048189774 hasRelatedWork W3038702180 @default.
- W3048189774 hasRelatedWork W3093866627 @default.
- W3048189774 hasRelatedWork W588250965 @default.
- W3048189774 hasRelatedWork W597250640 @default.
- W3048189774 isParatext "false" @default.
- W3048189774 isRetracted "false" @default.
- W3048189774 magId "3048189774" @default.
- W3048189774 workType "article" @default.