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
Link To Document :
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