Analyzing Font Style Usage and Contextual Factors in Real Images

Naoya Yasukochi, Hideaki Hayashi, Daichi Haraguchi, Seiichi Uchida
6/21/2023
cs.CV

No confident code implementation found for this paper. 1 possible match can be shown below.

Abstract

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.

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. 1 weaker match is hidden by default — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Similar Papers

What Text Design Characterizes Book Genres?

81% match2024

Combining OCR Models for Reading Early Modern Printed Books

81% match1 repo62023

Advancements in Chinese font generation since deep learning era: A survey

78% match2025

Persis: A Persian Font Recognition Pipeline Using Convolutional Neural Networks

77% match1 repo102023

Font Impression Estimation in the Wild

77% match2024

Reading $\neq$ Seeing: Diagnosing and Closing the Typography Gap in Vision-Language Models

77% match2026

Cite this paper

@article{yasukochi2023analyzing,
  title  = {Analyzing Font Style Usage and Contextual Factors in Real Images},
  author = {Naoya Yasukochi and Hideaki Hayashi and Daichi Haraguchi and Seiichi Uchida},
  year   = {2023},
  eprint = {2306.12050},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2306.12050v1}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2306.12050.svg)](https://codeofpaper.com/paper/2306.12050)

Discussion