hell-to-heaven / handwritten_text

handwritting_text

Recognition

Character Recognition

DenseRAN for Offline Handwritten Chinese Character Recognition -Wenchao Wang, Jianshu Zhang, Jun Du, Zi-Rui Wang, Yixing Zhu, arxiv, 2018
Drawing and recognizing chinese characters with recurrent neural network -XY Zhang, F Yin, YM Zhang, CL Liu, TPAMI2018
Trajectory-based Radical Analysis Network for Online Handwritten Chinese Character Recognition -Jianshu Zhang, Yixing Zhu, Jun Du, Lirong Dai, arxiv, 2018
Building fast and compact convolutional neural networks for offline handwritten Chinese character recognition -X Xiao, L Jin,et al, PR,2017
Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling -Songxuan Lai, Lianwen Jin, Weixin Yang, arxiv, 2017
Design of a Very Compact CNN Classifier for Online Handwritten Chinese Character Recognition Using DropWeight and Global Pooling -Xuefeng Xiao, et al, arxiv, 2017
Online and offline handwritten chinese character recognition: A comprehensive study and new benchmark -XY Zhang, Y Bengio, CL Liu,PR, 2017
Building fast and compact convolutional neural networks for offline handwritten Chinese character recognition -X Xiao, L Jin, Y Yang, W Yang, J Sun, T Chang, PR2017
Automatic labeling of large amounts of handwritten characters with gate-guided dynamic deep learning -YuliangLiu, LianwenJin, SongxuanLai, PRL2017
Radical-Based Chinese Character Recognition via Multi-Labeled Learning of Deep Residual Networks -Tie-Qiang Wang, Fei Yin, Cheng-Lin Liu, ICDAR2017
Radical analysis network for zero-shot learning in printed Chinese character recognition -Jianshu Zhang, Yixing Zhu, Jun Du, Lirong Dai, arxiv2017

Text Recognition

Joint Architecture and Knowledge Distillation in Convolutional Neural Network for Offline Handwritten Chinese Text Recognition -dujun, arxiv2019
Compressing CNN-DBLSTM models for OCR with teacher-student learning and Tucker decomposition -huoqiang, PR2019
Handwritten Text Segmentation via End-to-End Learning of Convolutional Neural Network -Junho Jo, arxiv2019
A Scalable Handwritten Text Recognition System -google, arxiv2019
Manifold Mixup improves text recognition with CTC loss -a2ia, arxiv2019
Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition -Jun Du, PR2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks -Mohamed Yousef, et al, arxiv2018
Scan, attend and read: End-to-end handwritten paragraph recognition with mdlstm attention -A2iA, ICDAR2017
Learning spatial-semantic context with fully convolutional recurrent network for online handwritten Chinese text recognition -Z Xie,et al,TPAMI,2017
Improving handwritten Chinese text recognition using neural network language models and convolutional neural network shape models -YC Wu, F Yin, CL Liu - PR, 2017
Multi-language online handwriting recognition -Daniel Keysers, et al, TPAMI, 2017
Simultaneous Script Identification and Handwriting Recognition via Multi-Task Learning of Recurrent Neural Networks-Zhuo Chen, et al, ICDAR, 2017
Handwritten Chinese Text Recognition Using Separable Multi-Dimensional Recurrent Neural Network -Yi-Chao Wu, et al, ICDAR, 2017
Residual Recurrent Neural Network with Sparse Training for Offline Arabic Handwriting Recognition -Ruijie Yan, et al, ICDAR2017
Handwriting Recognition by Attribute Embedding and Recurrent Neural Networks -JI Toledo, et al, ICDAR2017
Compact and efficient WFST-based decoders for handwriting recognition -M Cai, Q Huo, ICDAR2017
A compact CNN-DBLSTM based character model for offline handwriting recognition with Tucker decomposition -H Ding, K Chen, ICDAR2017
High performance text recognition using a hybrid convolutional-lstm implementation -TM Breuel, ICDAR2017
Multi-layer recurrent neural network based offline Arabic handwriting recognition -L Chen, R Yan, L Peng, ICDAR2017
Handwriting Recognition with Multi-gram language models -W Swaileh, ICDAR2017
Gated Convolutional Recurrent Neural Networks for Multilingual Handwriting Recognition -T Bluche, ICDAR2017
CNN-N-Gram for Handwriting Word Recognition -Arik Poznanski and Lior Wolf, CVPR2016
Fully convolutional recurrent network for handwritten chinese text recognition -Z Xie, Z Sun, L Jin, Z Feng, ICPR2016
Convolutional Multi-directional Recurrent Network for Offline Handwritten Text Recognition -Z Sun, L Jin, Z Xie, Z Feng, ICFHR2016
Faster Segmentation-Free Handwritten Chinese Text Recognition with Character Decompositions -A2iA, ICFHR2016
Handwriting Recognition with Large Multidimensional Long Short-Term Memory Recurrent Neural Networks -Paul Voigtlaender, et al, ICFHR2016
On the benefits of convolutional neural network combinations in offline handwriting recognition -D Suryani, P Doetsch, H Ney, ICFHR2016
Segmentation-free handwritten Chinese text recognition with LSTM-RNN -A2iA, ICDAR2015

Mathematics expression

Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognition -J Zhang, J Du, S Zhang, D Liu, Y Hu, J Hu, S Wei, PR2017

Generation

OCR software for recognition of handwritten text
Plain text to handwriting generator.
  Synthetic data generation for Indic handwritten text recognition -Partha Pratim Roy, Akash Mohta, Bidyut B. Chaudhuri, arxiv2018
Chinese Typography Transfer -Jie Chang, Yujun Gu, arxiv2017

Database

CASIA Online and Offline Chinese Handwriting Databases
THE MNIST DATABASE of handwritten digits
The RIMES database-French
IAM Handwriting Database-English
Handwriting Database
IFN/ENIT-arabic database
A novel comprehensive database for offline Persian handwriting recognition - Persian handwriting database -J Sadri, MR Yeganehzad, PR2016
A database of unconstrained Vietnamese online handwriting and recognition experiments by recurrent neural networks - Vietnamese online handwriting database -PR2018
ICDAR 2017 Competition on Information Extraction in Historical Handwritten Records (IEHHR) -

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