DocumentCode :
917564
Title :
Syntactic segmentation and labeling of digitized pages from technical journals
Author :
Krishnamoorthy, Mukkai ; Nagy, George ; Seth, Sharad ; Viswanathan, Mahesh
Author_Institution :
Rensselaer Polytech. Inst., Troy, NY, USA
Volume :
15
Issue :
7
fYear :
1993
fDate :
7/1/1993 12:00:00 AM
Firstpage :
737
Lastpage :
747
Abstract :
A method for extracting alternating horizontal and vertical projection profiles are from nested sub-blocks of scanned page images of technical documents is discussed. The thresholded profile strings are parsed using the compiler utilities Lex and Yacc. The significant document components are demarcated and identified by the recursive application of block grammars. Backtracking for error recovery and branch and bound for maximum-area labeling are implemented with Unix Shell programs. Results of the segmentation and labeling process are stored in a labeled x-y tree. It is shown that families of technical documents that share the same layout conventions can be readily analyzed. Results from experiments in which more than 20 types of document entities were identified in sample pages from two journals are presented
Keywords :
document image processing; feature extraction; grammars; image recognition; image segmentation; Lex; Unix Shell; Yacc; block grammars; branch and bound; compiler utilities; digitized pages; document image processing; error recovery; horizontal projection profiles; image recognition; labeled x-y tree; labeling; scanned page images; syntactic segmentation; technical documents; thresholded profile strings; vertical projection profiles; Character recognition; Computer science; Educational technology; Image analysis; Image segmentation; Labeling; Optical character recognition software; Pattern recognition; Research and development; Text analysis;
fLanguage :
English
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher :
ieee
ISSN :
0162-8828
Type :
jour
DOI :
10.1109/34.221173
Filename :
221173
Link To Document :
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