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 11–19 of 19 papers

Title	Date	Tasks	Status
DropRegion Training of Inception Font Network for High-Performance Chinese Font Recognition	Mar 17, 2017	Font Recognition	—Unverified
Learning Typographic Style	Mar 13, 2016	Font GenerationFont Recognition	CodeCode Available
Studying Very Low Resolution Recognition Using Deep Networks	Jan 16, 2016	Domain AdaptationFace Identification	—Unverified
DeepFont: Identify Your Font from An Image	Jul 12, 2015	Domain AdaptationFont Recognition	CodeCode Available
Real-World Font Recognition Using Deep Network and Domain Adaptation	Mar 31, 2015	Domain AdaptationFont Recognition	—Unverified
Decomposition-Based Domain Adaptation for Real-World Font Recognition	Dec 18, 2014	Domain AdaptationFont Recognition	—Unverified
Classifying Fonts and Calligraphy Styles Using Complex Wavelet Transform	Jul 9, 2014	Font Recognition	—Unverified
Large-Scale Visual Font Recognition	Jun 1, 2014	Font RecognitionImage Categorization	—Unverified
Font Acknowledgment and Character Extraction of Digital and Scanned Images	May 17, 2013	Font Recognition	—Unverified

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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