all AI news
Mystique: Deconstructing SVG Charts for Layout Reuse. (arXiv:2307.13567v2 [cs.HC] UPDATED)
cs.CV updates on arXiv.org arxiv.org
To facilitate the reuse of existing charts, previous research has examined
how to obtain a semantic understanding of a chart by deconstructing its visual
representation into reusable components, such as encodings. However, existing
deconstruction approaches primarily focus on chart styles, handling only basic
layouts. In this paper, we investigate how to deconstruct chart layouts,
focusing on rectangle-based ones, as they cover not only 17 chart types but
also advanced layouts (e.g., small multiples, nested layouts). We develop an
interactive tool, …
arxiv basic charts components focus paper representation research semantic svg understanding