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Towards a Generative AI Design Dialogue

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Traditional visualisation designers often start with sketches before implementation. With generative AI, these sketches can be turned into AI-generated visualisations using specific prompts. However, guiding AI to create compelling visuals can be challenging. We propose a new design process where designers verbalise their thoughts during work, later converting these narratives into AI prompts. This approach helps AI generate accurate visuals and assists designers in refining their concepts, enhancing the overall design process. Blending human creativity with AI capabilities enables rapid iteration, leading to higher quality and more innovative visualisations, making design more accessible and efficient.

Keywords

  • Visualisation, Information Visualisation, Visualisation design, Visualisation theory, Text to Image, Design Dialogue, Generative AI, Artificial Intelligence
Original languageEnglish
Title of host publicationComputer Graphics and Visual Computing (CGVC) 2024, United Kingdom
PublisherThe Eurographics Association
Publication statusPublished - 28 Aug 2024
EventComputer Graphics & Visual Computing (2024): 42nd Computer Graphics & Visual Computing Conference - City, University of London, London, United Kingdom
Duration: 12 Sept 2024 → 13 Sept 2024
Conference number: 42
https://cgvc.org.uk/CGVC2024/

Conference

ConferenceComputer Graphics & Visual Computing (2024)
Abbreviated titleCGVC Eurographics
Country/TerritoryUnited Kingdom
CityLondon
Period12/09/24 → 13/09/24
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