Awesome-Handwriting-Recognition

A curated list of resources dedicated to handwriting recognition

1. Papers

• *CODE means official code and CODE means not official code

1.1 Recognition Method

Conf.	Date	Title	Highlight	code/cite
cvpr2022	2022	Open-Set Text Recognition via Character-Context Decoupling	待阅读	CODE
cvpr2022	2022	Pushing the Performance Limit of Scene Text Recognizer without Human Annotation	待阅读	CODE

1.2 Data Generation

Conf.	Date	Title	Highlight	code/cite
cvpr2022	2022	Look Closer to Supervise Better:One-Shot Font Generation via Component-Based Discriminator	待阅读	CODE
cvpr2022	2022	XMP-Font: Self-Supervised Cross-Modality Pre-training for Few-Shot Font Generation	待阅读	CODE
cvpr2022	2022	Few-Shot Font Generation by Learning Fine-Grained Local Styles	待阅读	CODE
cvpr2022	2022	Aesthetic Text Logo Synthesis via Content-aware Layout Inferring	待阅读	CODE

2. Datasets

2.1 Introduction

Dataset	Description	dataset link
TAL_OCR_MATH	Grade 1 to grade 3 of primary school math formular	TAL_OCR_MATH
TAL_OCR_CHN	Ancient Chinese poems written by College Students	TAL_OCR_CHN
TAL_OCR_ENG	Handwritten English data set: handwritten English composition for students	TAL_OCR_ENG
HME100K	Handwritten mathematical formula	HME100K
CASIA	Online and Offline Chinese Handwriting Databases	CASIA
SCUT-EPT	offline handwritten Chinese text recognition (HCTR) in educational documents	SCUT-EPT
NIST	Handprinted Forms and Characters Database	NIST
HCL2000	The database contains 3,755 frequently used simplified Chinese-characters written by 1,000 different subjects	404

3. Other

3.1 Relevant Tutorials and research group

• Speech Recognition Toolkit

• FAQ of OCR

3.2 Relevant researcher

Jun Du is Associate Professor of USTC. His research area includes Speech and Acoustics, Computer Vision and Multimodality. His personal website and His google scholar.