| 2019 | Attend, Copy, Parse End-to-end Information Extraction from Documents. | Rasmus Berg Palm, Florian Laws, Ole Winther |
| 2019 | TableNet: Deep Learning Model for End-to-end Table Detection and Tabular Data Extraction from Scanned Document Images. | Shubham Singh Paliwal, Vishwanath D, Rohit Rahul, Monika Sharma, Lovekesh Vig |
| 2019 | Training Convolutional Autoencoders with Metric Learning. | Yosuke Onitsuka, Wataru Ohyama, Seiichi Uchida |
| 2019 | What do We Expect from Comic Panel Extraction? | Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie |
| 2019 | A Character Attention Generative Adversarial Network for Degraded Historical Document Restoration. | Kha Cong Nguyen, Cuong Tuan Nguyen, Seiji Hotta, Masaki Nakagawa |
| 2019 | Post-OCR Error Detection by Generating Plausible Candidates. | Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickal Coustaty, Nhu-Van Nguyen, Antoine Doucet |
| 2019 | Document Detection in Videos Captured by Smartphones using a Saliency-Based Method. | Minh On Vu Ngoc, Jonathan Fabrizio, Thierry Graud |
| 2019 | Adversarial Autoencoders for Denoising Digitized Historical Documents: The Use Case of Incunabula. | Hala Neji, Javier Nogueras-Iso, Javier Lacasta, Mohamed Ben Halima, Adel M. Alimi |
| 2019 | Arabic Handwritten Documents Segmentation into Text-Lines and Words using Deep Learning. | Chemseddine Neche, Abdel Belad, Afef Kacem Echi |
| 2019 | ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition - RRC-MLT-2019. | Nibal Nayef, Cheng-Lin Liu, Jean-Marc Ogier, Yash Patel, Michal Busta, Pinaki Nath Chowdhury, Dimosthenis Karatzas, Wafa Khlif, Jiri Matas, Umapada Pal, Jean-Christophe Burie |
| 2019 | DICE: Deep Intelligent Contextual Embedding for Twitter Sentiment Analysis. | Usman Naseem, Katarzyna Musial |
| 2019 | Article Segmentation in Digitised Newspapers with a 2D Markov Model. | Andrew Naoum, Joel Nothman, James R. Curran |
| 2019 | Efficient, Lexicon-Free OCR using Deep Learning. | Marcin Namysl, Iuliu Konya |
| 2019 | Selective Super-Resolution for Scene Text Images. | Ryo Nakao, Brian Kenji Iwana, Seiichi Uchida |
| 2019 | Scene Text Magnifier. | Toshiki Nakamura, Anna Zhu, Seiichi Uchida |
| 2019 | CRNN Based Jersey-Bib Number/Text Recognition in Sports and Marathon Images. | Sauradip Nag, Raghavendra Ramachandra, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Mohan S. Kankanhalli |
| 2019 | On the Improvement of Recognizing Single-Line Strings of Japanese Historical Cursive. | Ayumu Nagai |
| 2019 | Eye-Movements During Information Extraction from Administrative Documents. | Helena Muoz, Fernando Vilario, Dimosthenis Karatzas |
| 2019 | Simultaneous Optimisation of Image Quality Improvement and Text Content Extraction from Scanned Documents. | Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Douglas Burdick |
| 2019 | Manifold Mixup Improves Text Recognition with CTC Loss. | Bastien Moysset, Ronaldo O. Messina |
| 2019 | A Neural Approach for Text Extraction from Scholarly Figures. | David Morris, Peichen Tang, Ralph Ewerth |
| 2019 | Digitisation of Assets from the Oil & Gas Industry: Challenges and Opportunities. | Carlos Francisco Moreno-Garca, Eyad Elyan |
| 2019 | Textual Description for Mathematical Equations. | Ajoy Mondal, C. V. Jawahar |
| 2019 | Learning Free Document Image Binarization Based on Fast Fuzzy C-Means Clustering. | Tanmoy Mondal, Mickal Coustaty, Petra Gomez-Krmer, Jean-Marc Ogier |
| 2019 | Learning 2D Morphological Network for Old Document Image Binarization. | Ranjan Mondal, Deepayan Chakraborty, Bhabatosh Chanda |