| 2001 | Character Preclassification Based on Fuzzy Typographical Analysis. | Lu Da, Pu Wei, Brendan McCane |
| 2001 | Robust Detection of Stylized Text Events in Digital Video. | David J. Crandall, Rangachar Kasturi |
| 2001 | A Real-World Evaluation of a Generic Document Recognition Method Applied to a Military Form of the 19th Century. | Bertrand Coasnon, Laurent Pasquer |
| 2001 | DMOS: A Generic Document Recognition Method, Application to an Automatic Generator of Musical Scores, Mathematical Formulae and Table Structures Recognition Systems. | Bertrand Coasnon |
| 2001 | Pessimal Print: A Reverse Turing Test. | Allison L. Coates, Richard J. Fateman, Henry S. Baird |
| 2001 | Bayesian Network Modeling of Strokes and their Relationships for On-line Handwriting Recognition. | Sung J. Cho, Jin-Ho Kim |
| 2001 | Handwriting Recognition Using Local Methods for Normalization and Global Methods for Recognition. | Christophe Choisy, Abdel Belad |
| 2001 | Automatic Recognition of Printed Oriya Script. | B. B. Chaudhuri, U. Pal, Mandar Mitra |
| 2001 | Apriori Algorithm for Sub-category Classification Analysis of Handwriting. | Sung-Hyuk Cha, Sargur N. Srihari |
| 2001 | PenCalc: A Novel Application of On-Line Mathematical Expression Recognition Technology. | Kam-Fai Chan, Dit-Yan Yeung |
| 2001 | Encoding of Modified X-Y Trees for Document Classification. | Francesca Cesarini, Marco Lastri, Simone Marinai, Giovanni Soda |
| 2001 | Separation of Overlapping Text from Graphics. | Ruini Cao, Chew Lim Tan |
| 2001 | A Two-Stage HMM-Based System for Recognizing Handwritten Numeral Strings. | Alceu de Souza Britto Jr., Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2001 | Segmentation of Handprinted Letter Strings Using a Dynamic Programming Algorithm. | Thomas M. Breuel |
| 2001 | Adaptation of an Address Reading System to Local Mail Streams. | Anja Brakensiek, Jrg Rottland, Frank Wallhoff, Gerhard Rigoll |
| 2001 | A Comparison of Character N-Grams and Dictionaries Used for Script Recognition. | Anja Brakensiek, Gerhard Rigoll |
| 2001 | Comparing Adaptation Techniques for On-Line Handwriting Recognition. | Anja Brakensiek, Andreas Kosmala, Gerhard Rigoll |
| 2001 | Networking Digital Document Images. | Frank Le Bourgeois, Hubert Emptoz, Eric Trinh, Jean Duong |
| 2001 | Document Understanding Using Probabilistic Relaxation: Application on Tables of Contents of Periodicals. | Frank Lebourgeois, Hubert Emptoz, Souad Souafi-Bensafi |
| 2001 | Efficient Conversion of Digital Documents to Multilayer Raster Formats. | Lon Bottou, Patrick Haffner, Yann LeCun |
| 2001 | An Efficient Correlation Computation Method for Binary Images Based on Matrix Factorisation. | Rykhard Bogush, S. Maltsev, Sergey Ablameyko, Seiichi Uchida, Sei-ichiro Kamata |
| 2001 | Analysis of Segmentation Performance on the CEDAR Benchmark Database. | Michael Blumenstein, Brijesh K. Verma |
| 2001 | Document Image Decoding Using Iterated Complete Path Search with Subsampled Heuristic Scoring. | Dan S. Bloomberg, Kris Popat, Thomas P. Minka |
| 2001 | An Hybrid MLP-SVM Handwritten Digit Recognizer. | Abdel Bellili, Michel Gilloux, Patrick Gallinari |
| 2001 | Water Reservoir Based Approach for Touching Numeral Segmentation. | Abdel Belad, Christophe Choisy, U. Pal |