| 2003 | Towards a Ptolemaic Model for OCR. | Sriharsha Veeramachaneni, George Nagy |
| 2003 | Generation of Synthetic Training Data for an HMM-based Handwriting Recognition System. | Tams Varga, Horst Bunke |
| 2003 | Numeral recognition for quality control of surgical sachets. | Ernest Valveny, Antonio M. Lpez |
| 2003 | Investigation of Off-Line Japanese Signature Verification Using a Pattern Matching. | Katsuhiko Ueda |
| 2003 | Handwritten character recognition using elastic matching based on a class-dependent deformation model. | Seiichi Uchida, Hiroaki Sakoe |
| 2003 | Generalized Hough Transform for Arabic Optical Character Recognition. | Sofien Touj, Najoua Essoukri Ben Amara, Hamid Amiri |
| 2003 | Detection of Matrices and Segmentation of Matrix Elements in Scanned Images of Scientific Documents. | Kanahori Toshihiro, Suzuki Masakazu |
| 2003 | Graphics Recognition - from Re-engineering to Retrieval. | Karl Tombre, Bart Lamiroy |
| 2003 | Combination of Type III Digit Recognizers using the Dempster-Shafer Theory of Evidence. | Catalin I. Tomai, Sargur N. Srihari |
| 2003 | Radon Transform for Lineal Symbol Representation. | Oriol Ramos Terrades, Ernest Valveny |
| 2003 | Recognition of On-line Handwritten Mathematical Formulas in the E-Chalk System. | Ernesto Tapia, Ral Rojas |
| 2003 | A class-modular GLVQ ensemble with outlier learning for handwritten digit recognition. | Katsuhiko Takahashi, Daisuke Nishiwaki |
| 2003 | Study of the Consistency of Some Discriminatory Features Used by Document Examiners in the Analysis of Handwritten Letter 'a'. | Philip Jonathan Sutanto, Graham Leedham, Vladimir Pervouchine |
| 2003 | Analysis and Recognition of Asian Scripts - the State of the Art. | Ching Y. Suen, Shunji Mori, Soo-Hyung Kim, Cheung H. Leung |
| 2003 | Lexical Postcorrection of OCR-Results: The Web as a Dynamic Secondary Dictionary? | Christian M. Strohmaier, Christoph Ringlstetter, Klaus U. Schulz, Stoyan Mihov |
| 2003 | Exploiting Reliability for Dynamic Selection of Classifiers by Means of Genetic Algorithms. | Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli |
| 2003 | Individuality of Numerals. | Sargur N. Srihari, Catalin I. Tomai, Bin Zhang, Sangjik Lee |
| 2003 | A Case Restoration Approach to Named Entity Tagging in Degraded Documents. | Rohini K. Srihari, Cheng Niu, Wei Li, Jihong Ding |
| 2003 | Automatic Filter Selection Using Image Quality Assessment. | Andrea Souza, Mohamed Cheriet, Satoshi Naoi, Ching Y. Suen |
| 2003 | Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis. | Patrice Y. Simard, David Steinkraus, John C. Platt |
| 2003 | Using Character Recognition and Segmentation to Tell Computer from Humans. | Patrice Y. Simard, Richard Szeliski, Josh Benaloh, Julien Couvreur, Iulian Calinov |
| 2003 | On-line Overlaid-Handwriting Recognition Based on Substroke HMMs. | Hiroshi Shimodaira, Takashi Sudo, Mitsuru Nakai, Shigeki Sagayama |
| 2003 | Mirror Image Learning for Autoassociative Neural Networks. | Shusaku Shimizu, Wataru Ohyama, Tetsushi Wakabayashi, Fumitaka Kimura |
| 2003 | Recognition of Folding Process from Origami Drill Books. | Hiroshi Shimanuki, Jien Kato, Toyohide Watanabe |
| 2003 | A Prototype of an Active Form System. | Taro Shimamura, Bilan Zhu, Atsushi Masuda, Motoki Onuma, Takeshi Sakurada, Masaki Nakagawa, Yasushi Kuronuma |