The effects of noisy data on text retrieval
Journal of the American Society for Information Science
Communications of the ACM
Form Design for High Accuracy Optical Character Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Exploiting generative models in discriminative classifiers
Proceedings of the 1998 conference on Advances in neural information processing systems II
Syntactic Segmentation and Labeling of Digitized Pages from Technical Journals
IEEE Transactions on Pattern Analysis and Machine Intelligence
Document Image Decoding Using Markov Source Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
An Iterative Algorithm for Optimal Style Conscious Field Classification
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 4 - Volume 4
Training on Severely Degraded Text-Line Images
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
UpLib: a universal personal digital library system
Proceedings of the 2003 ACM symposium on Document engineering
DIAL '04 Proceedings of the First International Workshop on Document Image Analysis for Libraries (DIAL'04)
Collaborative extensions for the UpLib system
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
A search engine for historical manuscript images
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Perceptually-supported image editing of text and graphics
ACM SIGGRAPH 2004 Papers
Decoder Banks: Versatility, Automation, and High Accuracy without Supervised Training
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
Style Context with Second-Order Statistics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Style Consistent Classification of Isogenous Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining Generative Models and Fisher Kernels for Object Recognition
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Learning Non-Generative Grammatical Models for Document Analysis
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Image classification: Classifying distributions of visual features
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 02
DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Recognition of Bangla compound characters using structural decomposition
Pattern Recognition
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Digital Libraries have many forms -- institutional libraries for information dissemination, document repositories for record-keeping, and personal digital libraries for organizing personal thoughts, knowledge, and course of action. Digital image content (scanned or otherwise) is a substantial component of all of these libraries. Processing and analyzing these images include tasks such as document layout understanding, character recognition, functional role labeling, image enhancement, indexing, organizing, restructuring, summarizing, cross linking, redaction, privacy management, and distribution. At the Palo Alto Research Center, we conduct research on several aspects of document analysis for Digital Libraries ranging from raw image transformations to linguistic analysis to interactive sensemaking tools. I shall describe a few recent research activities in the realm of document image analysis or their use in digital libraries.