# From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models

> Research article (IEEE Transactions on Knowledge and Data Engineering, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4405179243](https://www.wikidata.org/wiki/openalex:W4405179243)  
**Source**: https://4ort.xyz/entity/from-pixels-to-insights-a-survey-on-automatic-chart-understanding-in-the-era-of-large-foundation-models