DocumentCode
1725976
Title
On-line Handwritten Lao Character Recognition by using Dynamic Programming Matching
Author
Saysourinhong, Latsamy ; Zhu, Benpeng ; Nagakawa, Masaki
Author_Institution
Tokyo Univ. of Agric. & Technol., Koganei
fYear
2008
Firstpage
473
Lastpage
476
Abstract
This paper describes a method for online handwritten Lao character recognition by using dynamic programming matching (DPM). It extracts feature points along the way from pen-down to pen-up, then uses DPM to match those feature points with the feature points for a template pattern of each character class and obtains a similarity for each character class. It selects the character class with the largest similarity as the recognition result. We also compare the recognition method by using DPM with that by the linear-time elastic matching (LTM). An evaluation on the Lao character pattern database shows the result that the speed gain by LTM is small and DPM brings a better and more accuracy recognition rate.
Keywords
dynamic programming; feature extraction; handwritten character recognition; natural languages; pattern matching; dynamic programming matching; feature point extraction; linear-time elastic matching; online handwritten Lao character recognition; Agriculture; Character recognition; Clocks; Databases; Dynamic programming; Electronic mail; Feature extraction; Pattern recognition; Speech recognition; Writing;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Information Technologies, 2008. ISCIT 2008. International Symposium on
Conference_Location
Lao
Print_ISBN
978-1-4244-2335-4
Electronic_ISBN
978-1-4244-2336-1
Type
conf
DOI
10.1109/ISCIT.2008.4700237
Filename
4700237
Link To Document