INFORMys: A Flexible Invoice-Like Form-Reader System
IEEE Transactions on Pattern Analysis and Machine Intelligence
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Geometric Structure Analysis of Document Images: A Knowledge-Based Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modern Information Retrieval
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Improving Text Classification by Shrinkage in a Hierarchy of Classes
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Transductive Inference for Text Classification using Support Vector Machines
ICML '99 Proceedings of the Sixteenth International Conference on Machine Learning
Workflow Context as a Means for Intelligent Information Support
CONTEXT '01 Proceedings of the Third International and Interdisciplinary Conference on Modeling and Using Context
Evaluating OCR and Non-OCR Text Representations for Learning Document Classifiers
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
Automatic Knowledge Acquisition for Spatial Document Interpretation
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
Precise Table Recognition by Making Use of Reference Tables
DAS '98 Selected Papers from the Third IAPR Workshop on Document Analysis Systems: Theory and Practice
smartFIX: A Requirements-Driven System for Document Analysis and Understanding
DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V
Logical labeling of document images based on form layout features
DIA '97 Proceedings of the 1997 Workshop on Document Image Analysis
A framework for validating recognized results in understanding table-form document images
ICDAR '95 Proceedings of the Third International Conference on Document Analysis and Recognition (Volume 2) - Volume 2
A Document Classification and Extraction System with Learning Ability
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
Structured Document Labeling and Rule Extraction Using a New Recurrent Fuzzy-Neural System
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
Model-based analysis of printed tables
ICDAR '95 Proceedings of the Third International Conference on Document Analysis and Recognition (Volume 1) - Volume 1
Using White Space for Automated Document Structuring
Using White Space for Automated Document Structuring
Zone Content Classification and its Performance Evaluation
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Segmenting Document Images Using Diagonal White Runs and Vertical Edges
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Automated Discovery of Dependencies Between Logical Components in Document Image Understanding
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Applying the T-Recs Table Recognition System to the Business Letter Domain
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Three Approaches to "Industrial" Table Spotting
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Layout and Language: Exploring Text Block Discovery in Tables Using Linguistic Resources
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Fine-Grained Document Genre Classification Using First Order Random Graphs
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
AIDAS: Incremental Logical Structure Discovery in PDF Documents
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
ICAR: Identity Card Automatic Reader
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Recognition and classification of figures in PDF documents
GREC'05 Proceedings of the 6th international conference on Graphics Recognition: ten Years Review and Future Perspectives
| Hi-index | 0.00 |
In this paper I will try to explain the nature of documentunderstanding in all of its dimensions. Therefore I willfirst describe the characteristics of data, knowledge, andinformation in order to describe their synergetic inter-weaving.After that I will try to structure the inherentcomplexity of sub-problems of document understandingwhich may not be solved serially, but rather are attributesof individual documents. Thus, this paper focuses onsystem engineering challenges. However, I will showsome recent work done on the different topics and givesome insights in the individual techniques we chose atDFKI.