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