mlsanityData to 14 Oct 2026

Analyzing Font Style Usage and Contextual Factors in Real Images

arXiv 2306.12050 ↗First posted 21 Jun 2023cs.CVcited by 3

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Abstract (arXiv)

There are various font styles in the world. Different styles give different impressions and readability. This paper analyzes the relationship between font styles and contextual factors that might affect font style selection with large-scale datasets. For example, we will analyze the relationship between font style and its surrounding object (such as ``bus'') by using about 800,000 words in the Open Images dataset. We also use a book cover dataset to analyze the relationship between font styles with book genres. Moreover, the meaning of the word is assumed as another contextual factor. For these numeric analyses, we utilize our own font-style feature extraction model and word2vec. As a result of co-occurrence-based relationship analysis, we found several instances of specific font styles being used for specific contextual factors.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). Builds on 13 of its 25 references that are in the map. First posted on arXiv 21 Jun 2023.

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13 of 25 references.

References · 13

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1 more
  1. 2021Using Robust Regression to Find Font Usage Trendscited by 1

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Citing papers per year: 2024: 3.

3 papers.

  1. 2024Font Style Interpolation with Diffusion Modelscited by 3
  2. 2024What Text Design Characterizes Book Genres?cited by 2
  3. 2024Font Impression Estimation in the Wildcited by 0