| 2001 | Two On-Line Japanese Character Databases in Unipen Format. | Stefan Jger, Masaki Nakagawa |
| 2001 | Book Cover Identification by Using Four Directional Features Filed for a Small-Scale Library System. | Kenji Iwata, Kazuhiko Yamamoto, Masakazu Yasuda, Kunihito Kato, Masahiko Ishida, Keishi Murata |
| 2001 | Model-Based Information Extraction Method Tolerant of OCR Errors for Document Images. | Yasuto Ishitani |
| 2001 | A Candidate Reduction Method for Handwritten Kanji Character Recognition. | Eiki Ishidera, Atsushi Sato |
| 2001 | Genetic Algorithms for Feature Selection and Weighting, A Review and Study. | Faten Hussein, Rabab K. Ward, Nawwaf Kharma |
| 2001 | Layout and Language: Exploring Text Block Discovery in Tables Using Linguistic Resources. | Matthew Hurst |
| 2001 | An Efficient Method for Tuning Handwriting Parameters. | Gregory N. Hullender |
| 2001 | Why Table Ground-Truthing is Hard. | Jianying Hu, Ramanujan S. Kashi, Daniel P. Lopresti, Gordon T. Wilfong, George Nagy |
| 2001 | Automatic Performance Evaluation for Video Text Detection. | Xian-Sheng Hua, Liu Wenyin, HongJiang Zhang |
| 2001 | Vertical Bar Detection for Gauging Text Similarity of Document Images. | Weihua Huang, Chew Lim Tan, Sam Yuan Sung, Yi Xu |
| 2001 | Multiresolution Recognition of Offline Handwritten Chinese Characters with Wavelet Transform. | Lei Huang, Xiao Huang |
| 2001 | The Autonomous Document Object (ADO) Model. | Gareth Howells, Hossam Selim, Sanaul Hoque, Michael C. Fairhurst, Farzin Deravi |
| 2001 | Handwriting Stroke Extraction Using a New XYTC Transform. | Gilles F. Houle, Katerina Blinova, Malayappan Shridhar |
| 2001 | Automatic Seal Verification by Evaluating Positive Cost. | Takahiko Horiuchi |
| 2001 | An Improved Learning Scheme for the Moving Window Classifier. | Sanaul Hoque, Michael C. Fairhurst |
| 2001 | Exploration of Contextual Constraints for Character Pre-Classification. | Tin Kam Ho, George Nagy |
| 2001 | Field Extraction Method from Existing Forms Transmitted by Facsimile. | Takashi Hirano, Yasuhiro Okada, Fumio Yoda |
| 2001 | Alignment of Free Layout Color Texts for Character Recognition. | Hiroyuki Hase, Masaaki Yoneda, Toshiyuki Shinokawa, Ching Y. Suen |
| 2001 | A Bayesian Bi-gram Scheme for HMM Online Handwriting Recognition Algorithm. | Tomoki Hasegawa, Ken Akamatsu, Takashi Matsumoto |
| 2001 | A Model Guided Document Image Analysis Scheme. | Gaurav Harit, Santanu Chaudhury, Puneet Gupta, Neeti Vohra, Shiv Dutt Joshi |
| 2001 | Fuzzy Modeling Based Signature Verification System. | Madasu Hanmandlu, K. R. Murali Mohan, Sourav Chakraborty, Gaurav Garg II |
| 2001 | Newspaper Page Decomposition Using a Split and Merge Approach. | Karim Hadjar, Oliver Hitz, Rolf Ingold |
| 2001 | Separating Handwritten Material from Machine Printed Text Using Hidden Markov Models. | Jinhong Katherine Guo, Matthew Y. Ma |
| 2001 | An a priori Indicator of the Discrimination Power of Discrete Hidden Markov Models. | Frederic Grandidier, Robert Sabourin, Michel Gilloux, Ching Y. Suen |
| 2001 | Creating Generic Text Summaries. | Yihong Gong, Xin Liu |