DocumentCode
591964
Title
A System for Recognition of On-Line Handwritten Mathematical Expressions
Author
Simistira, Fotini ; Papavassiliou, Vassilis ; Katsouros, Vassilis ; Carayannis, George
Author_Institution
Inst. for Language & Speech Process., Athena (Res. & Innovation Center in Inf., Commun. & Knowledge Technol.), Athens, Greece
fYear
2012
fDate
18-20 Sept. 2012
Firstpage
193
Lastpage
198
Abstract
We present a system for recognizing online mathematical expressions (ME). Symbol recognition is based on a template elastic matching distance between pen direction features. The structural analysis of the ME is based on extracting the baseline of the ME and then classifying symbols into levels above and below the baseline. The symbols are then sequentially analyzed using six spatial relations and a respective 2d structure is processed to give the resulting MathML representation of the ME. The system was evaluated on the Competition on Recognition of Online Handwritten Mathematical Expressions (CROHME) 2011 datasets and demonstrates promising results.
Keywords
handwritten character recognition; MathML representation; online handwritten mathematical expression recognition; structural analysis; symbol recognition; template elastic matching distance; Accuracy; Connectors; Handwriting recognition; Hidden Markov models; Speech recognition; Writing;
fLanguage
English
Publisher
ieee
Conference_Titel
Frontiers in Handwriting Recognition (ICFHR), 2012 International Conference on
Conference_Location
Bari
Print_ISBN
978-1-4673-2262-1
Type
conf
DOI
10.1109/ICFHR.2012.172
Filename
6424391
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