DocumentCode
2896724
Title
Optical Formula Extraction Based on Irregularity Degree
Author
Tian, Xue-dong ; Tian, Da-Zeng ; Ha, Ming-Hu
Author_Institution
Coll. of Phys. Sci. & Technol., Hebei Univ., Baoding
fYear
2006
fDate
13-16 Aug. 2006
Firstpage
3365
Lastpage
3369
Abstract
Optical formula extraction is considered as an important step of mathematical formula recognition, which can convert scientific papers into their corresponding electronic format. So far little research has been done in this area. This paper proposes an approach of extracting embedded formulas that first invokes a searching algorithm to find the connected components of the input document, calculates the layout feature of every component based on irregularity degree, and then locates the formula symbols according to the features. Finally, several measurements including linking grammar are used to locate the formula areas. The experimental results indicate that the proposed method can obtain favorable results
Keywords
feature extraction; optical character recognition; symbol manipulation; connected component; electronic format conversion; embedded formulas; formula symbol; irregularity degree; layout feature; linking grammar; mathematical formula recognition; optical formula extraction; scientific papers; searching algorithm; Character recognition; Cybernetics; Educational institutions; Image storage; Joining processes; Labeling; Machine learning; Mathematics; Optical character recognition software; Pattern recognition; Physics; Text recognition; Optical formula recognition; connected components; formula extraction; irregularity degree; linking grammar;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location
Dalian, China
Print_ISBN
1-4244-0061-9
Type
conf
DOI
10.1109/ICMLC.2006.258476
Filename
4028649
Link To Document