Document Image Analysis by Probabilistic Network and Circuit Diagram Extraction (2005)
| Venue: | INFORMATICA, AN INTERNATIONAL JOURNAL OF COMPUTING AND INFORMATICS |
| Citations: | 5 - 1 self |
BibTeX
@ARTICLE{Barta05documentimage,
author = {András Barta and István Vajk},
title = { Document Image Analysis by Probabilistic Network and Circuit Diagram Extraction},
journal = {INFORMATICA, AN INTERNATIONAL JOURNAL OF COMPUTING AND INFORMATICS},
year = {2005},
volume = {29},
pages = {291--301}
}
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Abstract
The paper presents a hierarchical object recognition system for document processing. It is based on a spatial tree structure representation and Bayesian framework. The image components are built up from lower level image components stored in a library. The tree representations of the objects are assembled from these components. A probabilistic framework is used in order to get robust behaviour. The method is able to convert general circuit diagrams to their components and store them in a hierarchical datastructure. The paper presents simulation for extracting the components of sample circuit diagrams.
