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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–10 of 19 papers

Title	Date	Tasks	Status	Hype	Score
Persis: A Persian Font Recognition Pipeline Using Convolutional Neural Networks	Oct 8, 2023	BinarizationCPU	CodeCode Available	1	5
DeepFont: Identify Your Font from An Image	Jul 12, 2015	Domain AdaptationFont Recognition	CodeCode Available	0	5
HENet: Forcing a Network to Think More for Font Recognition	Oct 21, 2021	Font RecognitionOptical Character Recognition (OCR)	CodeCode Available	0	5
Combining OCR Models for Reading Early Modern Printed Books	May 11, 2023	Font RecognitionOptical Character Recognition (OCR)	CodeCode Available	0	5
Texture or Semantics? Vision-Language Models Get Lost in Font Recognition	Mar 31, 2025	Few-Shot LearningFont Recognition	CodeCode Available	0	5
Character-independent font identification	Jan 24, 2020	Font Recognition	CodeCode Available	0	5
Learning Typographic Style	Mar 13, 2016	Font GenerationFont Recognition	CodeCode Available	0	5
MMR: Evaluating Reading Ability of Large Multimodal Models	Aug 26, 2024	Font RecognitionMMR total	—Unverified	0	0
Multi-Task Adversarial Network for Disentangled Feature Learning	Jun 1, 2018	Face RecognitionFont Recognition	—Unverified	0	0
Optical Font Recognition in Smartphone-Captured Images, and its Applicability for ID Forgery Detection	Oct 18, 2018	Font RecognitionMulti-Task Learning	—Unverified	0	0

Show:10 25 50

← PrevPage 1 of 2Next →

All datasets AdobeVFR syn AdobeVFR real VFR-Wild Explor_all Persian Font Recognition (PFR)Persian Text Image Segmentation (PTI SEG)VFR-2420 VFR-447

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DeepFont (S)	Top 1 Accuracy	98.97	—	Unverified
2	HENet (ResNet18+HE Block)	Top 1 Accuracy	98.23	—	Unverified
3	DeepFont (CAE_FR)	Top 1 Accuracy	93.42	—	Unverified
4	DeepFont (F)	Top 1 Accuracy	92.6	—	Unverified
5	FCN	Top 1 Accuracy	78.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepFont (CAE_FR)	Top 1 Accuracy	71.42	—	Unverified
2	HENet (ResNet18+HE Block)	Top 1 Accuracy	47.41	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepFont (CAE_FR)	Top 1 Accuracy	61.85	—	Unverified
2	LFE (FS, template model size 2048)	Top 1 Accuracy	52.61	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HENet	Top 1 Accuracy	86.31	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	presis	Top 5 Accuracy	96.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	presis	IOU50	88.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LFE (FS, template model size 2048)	Top 1 Accuracy	72.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LFE (FS, template model size 2048)	Top 1 Accuracy	91.35	—	Unverified