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
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;
Conference_Titel :
Frontiers in Handwriting Recognition, 2004. IWFHR-9 2004. Ninth International Workshop on
Print_ISBN :
0-7695-2187-8
DOI :
10.1109/IWFHR.2004.30