| 2003 | Discerning Structure from Freeform Handwritten Notes. | Michael Shilman, Zile Wei, Sashi Raghupathy, Patrice Y. Simard, David Jones |
| 2003 | Skew Detection for Complex Document Images Using Fuzzy Runlength. | Zhixin Shi, Venu Govindaraju |
| 2003 | A New On-Line Signature Verification Algorithm Using Variable Length Segmentation and Hidden Markov Models. | Mohammad M. Shafiei, Hamid R. Rabiee |
| 2003 | Writer Identification based on the fractal construction of a reference base. | Audrey Seropian, Michel Grimaldi, Nicole Vincent |
| 2003 | Classification of Web Documents Using a Graph Model. | Adam Schenker, Mark Last, Horst Bunke, Abraham Kandel |
| 2003 | Determination of the Number of Writing Variants with an HMM based Cursive Word Recognition System. | Marc-Peter Schambach |
| 2003 | Model Length Adaptation of an HMM based Cursive Word Recognition System. | Marc-Peter Schambach |
| 2003 | Training on Severely Degraded Text-Line Images. | Prateek Sarkar, Henry S. Baird, Xiaohu Zhang |
| 2003 | Form Reading based on Form-type Identification and Form-data Recognition. | Hiroshi Sako, Minenobu Seki, Naohiro Furukawa, Hisashi Ikeda, Atsuhiro Imaizumi |
| 2003 | Learning the lexicon from raw texts for open-vocabulary Korean word recognition. | Sungho Ryu, Jin Hyung Kim |
| 2003 | Methods, Report and Survey for the Comparison of Diverse Isolated Character Recognition Results on the UNIPEN Database. | Eugene H. Ratzlaff |
| 2003 | Features for Word Spotting in Historical Manuscripts. | Toni M. Rath, R. Manmatha |
| 2003 | Detection, Extraction and Representation of Tables. | Jean-Yves Ramel, Michel Crucianu, Nicole Vincent, Claudie Faure |
| 2003 | An Architecture for Ink Annotations on Web Documents. | Sriram Ramachandran, Ramanujan S. Kashi |
| 2003 | A Generic Hybrid Classifier Based on Hierarchical Fuzzy Modeling: Experiments on On-Line Handwritten Character Recognition. | Nicolas Ragot, ric Anquetil |
| 2003 | Intelligent Zoning Design Using Multi-Objective Evolutionary Algorithms. | Paulo Vinicius Wolski Radtke, Luiz E. Soares de Oliveira, Robert Sabourin, Tony Wong |
| 2003 | Combining model-based and discriminative classifiers : application to handwritten character recognition. | Lionel Prevost, Christian Michel-Sendis, Alvaro Moises, Loc Oudot, Maurice Milgram |
| 2003 | Confidence-Scoring Post-Processing for Off-Line Handwritten-Character Recognition Verification. | John F. Pitrelli, Michael P. Perrone |
| 2003 | Markov Model Document Retrieval. | Michael P. Perrone, Alessandro Vinciarelli |
| 2003 | N-Gram and N-Class Models for On line Handwriting Recognition. | Freddy Perraud, Christian Viard-Gaudin, Emmanuel Morin, Pierre Michel Lallican |
| 2003 | HMM Based Approach for Handwritten Arabic Word Recognition Using the IFN/ENIT- Database. | Mario Pechwitz, Volker Mrgner |
| 2003 | An Evolutionary Algorithm for General Symbol Segmentation. | Stephen Pearce, Maher Ahmed |
| 2003 | Multi-Script Line identification from Indian Document. | Umapada Pal, Suranjit Sinha, B. B. Chaudhuri |
| 2003 | Recognition of Printed Urdu Script. | U. Pal, Anirban Sarkar |
| 2003 | Segmentation of Bangla Unconstrained Handwritten Text. | U. Pal, Sagarika Datta |