DocumentCode
2030215
Title
Comparison of elastic matching algorithms for online Tamil handwritten character recognition
Author
Joshi, Niranjan ; Sita, G. ; Ramakrishnan, A.G. ; Madhvanath, Sriganesh
Author_Institution
Indian Inst. of Sci., Bangalore, India
fYear
2004
fDate
26-29 Oct. 2004
Firstpage
444
Lastpage
449
Abstract
We present a comparison of elastic matching schemes for writer dependent on-line handwriting recognition of isolated Tamil characters. Three different features are considered namely, preprocessed x-y coordinates, quantized slope values, and dominant point coordinates. Seven schemes based on these three features and dynamic time warping distance measure are compared with respect to recognition accuracy, recognition speed, and number of training templates. Along with these results, possible grouping strategies and error analysis is also presented in brief.
Keywords
distance measurement; error analysis; handwritten character recognition; image matching; dominant point coordinates; dynamic time warping distance measure; elastic matching algorithms; error analysis; grouping strategies; online Tamil handwritten character recognition; preprocessed x-y coordinates; quantized slope values; recognition accuracy; recognition speed; training templates; Character recognition; Error analysis; Handwriting recognition; Keyboards; Natural languages; Personal digital assistants; Speech recognition; Time measurement; Velocity measurement; Writing;
fLanguage
English
Publisher
ieee
Conference_Titel
Frontiers in Handwriting Recognition, 2004. IWFHR-9 2004. Ninth International Workshop on
ISSN
1550-5235
Print_ISBN
0-7695-2187-8
Type
conf
DOI
10.1109/IWFHR.2004.30
Filename
1363951
Link To Document