ANASTASIL: A Hybrid Knowledge-Based System for Document Layout Analysis
Proceedings of the Eleventh International Joint Conference on Artificial Intelligence. Knowledge Representation. Pages 1249-1253.
Abstract
This paper describes a knowledge-based system for the identification of the different regions of a document image. It uses a hybrid, modular knowledge representation, a so called geometric tree being its essential part. This tree is used to perform a best-first search in combination with a "hypothesize & test"strategy. It produces an internal, editable description of the entire document and its constituents. The system has been implemented for the analysis of single-sided business letters in Common Lisp on a SUN 3!60 Workstation. It is running for a large population of different business letters. The results obtained have been very encouraging and have convincingly confirmed the soundness of the approach.
@inproceedings{ijcai1989p200,
title = {ANASTASIL: A Hybrid Knowledge-Based System for Document Layout Analysis},
author = {Dengel, Andreas and Barth, Gerhard},
booktitle = {Proceedings of the Eleventh International Joint Conference on
Artificial Intelligence, {IJCAI-89}},
publisher = {International Joint Conferences on Artificial Intelligence},
editor = {N. S. Sridharan},
pages = {1249--1253},
year = {1989},
month = {8},
note = {Knowledge Representation},
url = {https://ijcai.org/proceedings/1989/200},
}
TY - CPAPER TI - ANASTASIL: A Hybrid Knowledge-Based System for Document Layout Analysis AU - Dengel, Andreas AU - Barth, Gerhard T2 - Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, IJCAI-89 PB - International Joint Conferences on Artificial Intelligence PY - 1989 SP - 1249 EP - 1253 UR - https://ijcai.org/proceedings/1989/200 ER -Copied
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