| 2019 | Learning Character Recognition with Graph-Based Privileged Information. | Florian Westphal, Niklas Lavesson, Hkan Grahn |
| 2019 | No Padding Please: Efficient Neural Handwriting Recognition. | Gideon Maillette de Buy Wenniger, Lambert Schomaker, Andy Way |
| 2019 | Deep Neural Networks for Text Detection and Recognition in Historical Maps. | Jerod J. Weinman, Ziwen Chen, Ben Gafford, Nathan Gifford, Abyaya Lamsal, Liam Niehus-Staab |
| 2019 | A New Approach for Integrated Recognition and Correction of Texts from Images. | Jian Wei, Kai Chen, Jianhua He, Zheng Huang, Yunrui Lian, Yi Zhou |
| 2019 | Japanese Character Segmentation for Historical Handwritten Official Documents Using Fully Convolutional Networks. | Kei Watanabe, Shinji Takahashi, Yuki Kamaya, Masashi Yamada, Yoshito Mekada, Jun-ichi Hasegawa, Shinya Miyazaki |
| 2019 | Text Line Adjustment Based on Neural Network. | Ruochen Wang, Xiaojie Xia, Chunyan Zhang, Xiaoyi Yu, Jun Sun, Satoshi Naoi |
| 2019 | Bigram Label Regularization to Reduce Over-Segmentation on Inline Math Expression Detection. | Xing Wang, Zelun Wang, Jyh-Charn Liu |
| 2019 | DeepText: Detecting Text from the Wild with Multi-ASPP-Assembled DeepLab. | Qingqing Wang, Wenjing Jia, Xiangjian He, Yue Lu, Michael Blumenstein, Ye Huang, Shujing Lyu |
| 2019 | ReELFA: A Scene Text Recognizer with Encoded Location and Focused Attention. | Qingqing Wang, Wenjing Jia, Xiangjian He, Yue Lu, Michael Blumenstein, Ye Huang, Shujing Lyu |
| 2019 | Multi-modal Attention Network for Handwritten Mathematical Expression Recognition. | Jia-Ming Wang, Jun Du, Jianshu Zhang, Zi-Rui Wang |
| 2019 | Extraction of Math Expressions from PDF Documents Based on Unsupervised Modeling of Fonts. | Zelun Wang, Donald J. Beyette, Jason Lin, Jyh-Charn Liu |
| 2019 | OSVNet: Convolutional Siamese Network for Writer Independent Online Signature Verification. | Chandra Sekhar Vorugunti, Devanur S. Guru, Prerana Mukherjee, Viswanath Pulabaigari |
| 2019 | Online Signature Verification by Few-Shot Separable Convolution Based Deep Learning. | Chandra Sekhar Vorugunti, Rama Krishna Sai Subrahmanyam Gorthi, Viswanath Pulabaigari |
| 2019 | A Light Weight and Hybrid Deep Learning Model Based Online Signature Verification. | Chandra Sekhar Vorugunti, Anoushka Doctor, Prerana Mukherjee, Viswanath Pulabaigari |
| 2019 | DeepSignCX: Signature Complexity Detection using Recurrent Neural Networks. | Rubn Vera-Rodrguez, Ruben Tolosana, Miguel Caruana, Gustavo Manzano, Carlos Gonzalez-Garcia, Julian Firrez, Javier Ortega-Garcia |
| 2019 | Online Writer Identification using GMM Based Feature Representation and Writer-Specific Weights. | Vivek Venugopal, Suresh Sundaram |
| 2019 | Training-Free and Segmentation-Free Word Spotting using Feature Matching and Query Expansion. | Ekta Vats, Anders Hast, Alicia Forns |
| 2019 | Strategy and Tools for Collecting and Annotating Handwritten Descriptive Answers for Developing Automatic and Semi-Automatic Marking - An Initial Effort to Math. | Quang Huy Ung, Khanh Minh Phan, Hung Tuan Nguyen, Masaki Nakagawa |
| 2019 | Pattern Spotting in Historical Documents Using Convolutional Models. | Ignacio beda, Jos M. Saavedra, Stphane Nicolas, Caroline Petitjean, Laurent Heutte |
| 2019 | MTRNet: A Generic Scene Text Eraser. | Osman Tursun, Rui Zeng, Simon Denman, Sabesan Sivapalan, Sridha Sridharan, Clinton Fookes |
| 2019 | HInDoLA: A Unified Cloud-Based Platform for Annotation, Visualization and Machine Learning-Based Layout Analysis of Historical Manuscripts. | Abhishek Trivedi, Ravi Kiran Sarvadevabhatla |
| 2019 | Making Two Vast Historical Manuscript Collections Searchable and Extracting Meaningful Textual Features Through Large-Scale Probabilistic Indexing. | Alejandro Hctor Toselli, Vernica Romero-Gomez, Joan-Andreu Snchez, Enrique Vidal-Ruiz |
| 2019 | Field Typing for Improved Recognition on Heterogeneous Handwritten Forms. | Ciprian Tomoiaga, Paul Feng, Mathieu Salzmann, Patrick Jayet |
| 2019 | Do You Need More Data? The DeepSignDB On-Line Handwritten Signature Biometric Database. | Ruben Tolosana, Rubn Vera-Rodrguez, Julian Firrez, Aythami Morales, Javier Ortega-Garcia |
| 2019 | Analysis Based on Distributed Representations of Various Parts Images in Four-Scene Comics Story Dataset. | Akira Terauchi, Naoki Mori, Miki Ueno |