Title :
A study of on-line handwritten chemical expressions recognition
Author :
Yang, Jufeng ; Shi, Guangshun ; Wang, Kai ; Geng, Qian ; Wang, Qingren
Author_Institution :
Inst. of Machine Intell., Nankai Univ., Tianjin
Abstract :
In this paper, we study the major modules of on-line handwritten chemical expressions recognition. We propose a novel two-level algorithm to recognize expressions. In the first level, structural information is used to distinguish different parts and recognize substances. Then the algorithm segments expressions fatherly and recognizes isolated symbols. To meet the demand of actual applications, the paper also designs an XML-based system to help users save, modify and search the recognition result. The experiment shows that the presented algorithm is reliable.
Keywords :
XML; handwritten character recognition; image segmentation; XML-based system; expressions segmentation; online handwritten chemical expressions recognition; structural information; Character recognition; Chemical analysis; Chemical technology; Chemistry; Dictionaries; Handwriting recognition; Isolation technology; Machine intelligence; Ubiquitous computing; User interfaces;
Conference_Titel :
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
978-1-4244-2174-9
Electronic_ISBN :
1051-4651
DOI :
10.1109/ICPR.2008.4761824