DocumentCode :
2839889
Title :
A knowledge-based approach to the layout analysis
Author :
Esposito, Floriana ; Malerba, Donato ; Semeraro, Giovanni
Author_Institution :
Dipartimento di Inf., Bari Univ., Italy
Volume :
1
fYear :
1995
fDate :
14-16 Aug 1995
Firstpage :
466
Abstract :
In this paper, we present a hybrid approach to the problem of the document analysis in which the document image is segmented by means of a top-down technique and then basic blocks are grouped bottom-up in order to form complex layout components. In this latter process, called layout analysis, only generic knowledge on typesetting conventions is exploited. Such knowledge is independent of the particular class of processed documents and turns out to be valuable for a wide range of documents. Preliminary results of the layout analysis system LEX (Layout EXpert) show the methodological validity of this approach
Keywords :
document image processing; knowledge based systems; LEX; Layout EXpert; document image; generic knowledge; knowledge-based approach; layout analysis; processed documents; top-down technique; typesetting conventions; Decision trees; Distributed computing; Histograms; Image analysis; Image segmentation; Layout; Smoothing methods; Software libraries; Text analysis; Typesetting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Document Analysis and Recognition, 1995., Proceedings of the Third International Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
0-8186-7128-9
Type :
conf
DOI :
10.1109/ICDAR.1995.599037
Filename :
599037
Link To Document :
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