SOTAVerified

Font Recognition

Font recognition (also called visual font recognition or optical font recognition) is the task of identifying the font family or families used in images containing text. Understanding which fonts are used in text may, for example, help designers find the right style, as well as help select an optical character recognition engine or model that is a better fit for certain texts.

Papers

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Showing 11–19 of 19 papers

TitleStatusHype
DropRegion Training of Inception Font Network for High-Performance Chinese Font Recognition—0
Font Acknowledgment and Character Extraction of Digital and Scanned Images—0
FONTNET: On-Device Font Understanding and Prediction Pipeline—0
DeepFont: Identify Your Font from An ImageCode0
Learning Typographic StyleCode0
Combining OCR Models for Reading Early Modern Printed BooksCode0
Texture or Semantics? Vision-Language Models Get Lost in Font RecognitionCode0
HENet: Forcing a Network to Think More for Font RecognitionCode0
Character-independent font identificationCode0
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All datasetsAdobeVFR synAdobeVFR realVFR-WildExplor_allPersian Font Recognition (PFR)Persian Text Image Segmentation (PTI SEG)VFR-2420VFR-447

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepFont (S)Top 1 Accuracy98.97—Unverified
2HENet (ResNet18+HE Block)Top 1 Accuracy98.23—Unverified
3DeepFont (CAE_FR)Top 1 Accuracy93.42—Unverified
4DeepFont (F)Top 1 Accuracy92.6—Unverified
5FCNTop 1 Accuracy78.2—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepFont (CAE_FR)Top 1 Accuracy71.42—Unverified
2HENet (ResNet18+HE Block)Top 1 Accuracy47.41—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepFont (CAE_FR)Top 1 Accuracy61.85—Unverified
2LFE (FS, template model size 2048)Top 1 Accuracy52.61—Unverified
#ModelMetricClaimedVerifiedStatus
1HENetTop 1 Accuracy86.31—Unverified
#ModelMetricClaimedVerifiedStatus
1presisTop 5 Accuracy96.7—Unverified
#ModelMetricClaimedVerifiedStatus
1presisIOU5088.7—Unverified
#ModelMetricClaimedVerifiedStatus
1LFE (FS, template model size 2048)Top 1 Accuracy72.5—Unverified
#ModelMetricClaimedVerifiedStatus
1LFE (FS, template model size 2048)Top 1 Accuracy91.35—Unverified