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
Persis: A Persian Font Recognition Pipeline Using Convolutional Neural Networks	Oct 8, 2023	BinarizationCPU	CodeCode Available	1
Classifying Fonts and Calligraphy Styles Using Complex Wavelet Transform	Jul 9, 2014	Font Recognition	—Unverified	0
Decomposition-Based Domain Adaptation for Real-World Font Recognition	Dec 18, 2014	Domain AdaptationFont Recognition	—Unverified	0
Total Disentanglement of Font Images into Style and Character Class Features	Mar 19, 2024	DisentanglementFont Recognition	—Unverified	0
Large-Scale Visual Font Recognition	Jun 1, 2014	Font RecognitionImage Categorization	—Unverified	0
MMR: Evaluating Reading Ability of Large Multimodal Models	Aug 26, 2024	Font RecognitionMMR total	—Unverified	0
Multi-Task Adversarial Network for Disentangled Feature Learning	Jun 1, 2018	Face RecognitionFont Recognition	—Unverified	0
Optical Font Recognition in Smartphone-Captured Images, and its Applicability for ID Forgery Detection	Oct 18, 2018	Font RecognitionMulti-Task Learning	—Unverified	0
Real-World Font Recognition Using Deep Network and Domain Adaptation	Mar 31, 2015	Domain AdaptationFont Recognition	—Unverified	0
Studying Very Low Resolution Recognition Using Deep Networks	Jan 16, 2016	Domain AdaptationFace Identification	—Unverified	0

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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