| 2021 | Optical Character Recognition of 19th Century Classical Commentaries: the Current State of Affairs. | Matteo Romanello, Sven Najem-Meyer, Bruce Robertson |
| 2021 | Document Image Quality Assessment via Explicit Blur and Text Size Estimation. | Dmitry Rodin, Vasily Loginov, Ivan Zagaynov, Nikita Orlov |
| 2021 | Complete Optical Music Recognition via Agnostic Transcription and Machine Translation. | Antonio Ros-Vila, David Rizo, Jorge Calvo-Zaragoza |
| 2021 | Learning to Rank Words: Optimizing Ranking Metrics for Word Spotting. | Pau Riba, Adri Molina, Llus Gmez, Oriol Ramos Terrades, Josep Llads |
| 2021 | Mixed Model OCR Training on Historical Latin Script for Out-of-the-Box Recognition and Finetuning. | Christian Reul, Christoph Wick, Maximilian Nth, Andreas Bttner, Maximilian Wehner, Uwe Springmann |
| 2021 | Iterative Weighted Transductive Learning for Handwriting Recognition. | George Retsinas, Giorgos Sfikas, Christophoros Nikou |
| 2021 | High Performance Urdu and Arabic Video Text Recognition Using Convolutional Recurrent Neural Networks. | Abdul Rehman, Adnan Ul-Hasan, Faisal Shafait |
| 2021 | Unknown-Box Approximation to Improve Optical Character Recognition Performance. | Ayantha Randika, Nilanjan Ray, Xiao Xiao, Allegra Latimer |
| 2021 | Pho(SC)Net: An Approach Towards Zero-Shot Word Image Recognition in Historical Documents. | Anuj Rai, Narayanan C. Krishnan, Sukalpa Chanda |
| 2021 | Graph-Based Object Detection Enhancement for Symbolic Engineering Drawings. | Syed Mizanur Rahman, Johannes Bayer, Andreas Dengel |
| 2021 | ASAR 2021 Competition on Online Signal Restoration Using Arabic Handwriting Dhad Dataset. | Besma Rabhi, Abdelkarim Elbaati, Tarek M. Hamdani, Adel M. Alimi |
| 2021 | Dynamic Receptive Field Adaptation for Attention-Based Text Recognition. | Haibo Qin, Chun Yang, Xiaobin Zhu, Xu-Cheng Yin |
| 2021 | LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment. | Liang Qiao, Zaisheng Li, Zhanzhan Cheng, Peng Zhang, Shiliang Pu, Yi Niu, Wenqi Ren, Wenming Tan, Fei Wu |
| 2021 | Crossing Number Features: From Biometrics to Printed Character Matching. | Pauline Puteaux, Iuliia Tkachenko |
| 2021 | Handwriting Recognition with Novelty. | Derek S. Prijatelj, Samuel Grieggs, Futoshi Yumoto, Eric Robertson, Walter J. Scheirer |
| 2021 | Improved Graph Methods for Table Layout Understanding. | Jos Ramn Prieto, Enrique Vidal |
| 2021 | MTL-FoUn: A Multi-Task Learning Approach to Form Understanding. | Nishant Prabhu, Hiteshi Jain, Abhishek Tripathi |
| 2021 | Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer. | Rafal Powalski, Lukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michal Pietruszka, Gabriela Palka |
| 2021 | Digital Peter: New Dataset, Competition and Handwriting Recognition Methods. | Mark Potanin, Denis Dimitrov, Alex Shonenkov, Vladimir Bataev, Denis Karachev, Maxim Novopoltsev, Andrey Chertok |
| 2021 | Detection and Localisation of Struck-Out-Strokes in Handwritten Manuscripts. | Arnab Poddar, Akash Chakraborty, Jayanta Mukhopadhyay, Prabir Kumar Biswas |
| 2021 | Data Augmentation for Writer Identification Using a Cognitive Inspired Model. | Fabio Pignelli, Yandre M. G. Costa, Luiz S. Oliveira, Diego Bertolini |
| 2021 | DSCNN: Dimension Separable Convolutional Neural Networks for Character Recognition Based on Inertial Sensor Signal. | Fan Peng, Zhendong Zhuang, Yang Xue |
| 2021 | Towards Fast, Accurate and Compact Online Handwritten Chinese Text Recognition. | Dezhi Peng, Canyu Xie, Hongliang Li, Lianwen Jin, Zecheng Xie, Kai Ding, Yichao Huang, Yaqiang Wu |
| 2021 | Image to LaTeX with Graph Neural Network for Mathematical Formula Recognition. | Shuai Peng, Liangcai Gao, Ke Yuan, Zhi Tang |
| 2021 | Table Structure Recognition Using CoDec Encoder-Decoder. | Bhanupriya Pegu, Maneet Singh, Aakash Agarwal, Aniruddha Mitra, Karamjit Singh |