| 2003 | Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach. | Luiz E. Soares de Oliveira, Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2003 | Discriminative Training for HMM-Based Offline Handwritten Character Recognition. | Roongroj Nopsuwanchai, Daniel Povey |
| 2003 | Detection and Segmentation of Touching Characters in Mathematical Expression. | Akihiro Nomura, Kazuyuki Michishita, Seiichi Uchida, Masakazu Suzuki |
| 2003 | An Image-based Mail Facing and Orientation System for Enhanced Postal Automation. | Kenneth Nitz, Wayne T. Cruz, Hrishikesh B. Aradhye, Talia Shaham, Gregory K. Myers |
| 2003 | Off-line Character Recognition using On-line Character Writing Information. | Hiromitsu Nishimura, Takehiko Timikawa |
| 2003 | A Multiscale Approach to Restoring Scanned Color Document Images with Show-Through Effects. | Hirobumi Nishida, Takeshi Suzuki |
| 2003 | Consensus-Based Table Form Recognition. | Heath E. Nielson, William A. Barrett |
| 2003 | Nonlinear Active Handwriting Models and Their Applications to Handwritten Chinese Radical Recognition. | Geok See Ng, Daming Shi, Steve R. Gunn, Robert I. Damper |
| 2003 | Localization, Extraction and Recognition of Text in Telugu Document Images. | Atul Negi, K. Nikhil Shanker, Chandra Kanth Chereddi |
| 2003 | Caption Text Recognition in Video Frames by MAP Matching. | Akira Nakamura, Kazuhiko Yamamoto |
| 2003 | Generation of Hierarchical Dictionary for Stroke-order Free Kanji Handwriting Recognition Based on Substroke HMM. | Mitsuru Nakai, Hiroshi Shimodaira, Shigeki Sagayama |
| 2003 | On-line Handwritten Japanese Text Recognition free from Constrains on Line Direction and Character Orientation. | Masaki Nakagawa, Motoki Onuma |
| 2003 | An HMM On-line Signature Verifier Incorporating Signature Trajectories. | Daigo Muramatsu, Takashi Matsumoto |
| 2003 | Improvement of Matching and Evaluation in Handwritten Numeral Recognition Using Flexible Standard Patterns. | Hirokazu Muramatsu, Takashi Kobayashi, Takahiro Sugiyama, Keiichi Abe |
| 2003 | Automatic Discovery of Semantic Structures in HTML Documents. | Saikat Mukherjee, Guizhen Yang, Wenfang Tan, I. V. Ramakrishnan |
| 2003 | Unsupervised Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Word Recognition. | Marisa E. Morita, Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2003 | A Recognition and Verification Strategy for Handwritten Word Recognition. | Marisa E. Morita, Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2003 | Video text recognition using feature compensation as category-dependent feature extraction. | Minoru Mori |
| 2003 | Automatic Understanding of Structures in Printed Mathematical Expressions. | Joydip Mitra, Utpal Garain, B. B. Chaudhuri, Kumar Swamy H. V., Tamaltaru Pal |
| 2003 | Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition. | Neila Mezghani, Mohamed Cheriet, Amar Mitiche |
| 2003 | Segmentation of Postal Envelopes for Address Block Location: an approach based on feature selection in wavelet space. | David Menoti, Dbio Leandro Borges, Jacques Facon, Alceu de Souza Britto Jr. |
| 2003 | A Flexible Recognition Engine for Complex On-line Handwritten Character Recognition. | Sanparith Marukatat, Rudy Sicard, Thierry Artires, Patrick Gallinari |
| 2003 | Indexing and retrieval of words in old documents. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2003 | Automated Detection and Segmentation of Table of Contents Page from Document Images. | Sekhar Mandal, S. P. Chowdhury, Amit Kumar Das, Bhabatosh Chanda |
| 2003 | Correcting the Document Layout: A Machine Learning Approach. | Donato Malerba, Floriana Esposito, Oronzo Altamura, Michelangelo Ceci, Margherita Berardi |