Title :
Online handwriting recognition for Tamil
Author :
Aparna, K.H. ; Subramanian, Vidhya ; Kasirajan, M. ; Prakash, G. Vijay ; Chakravarthy, V.S. ; Madhvanath, Sriganesh
Author_Institution :
Indian Inst. of Technol., Chennai, India
Abstract :
A system for online recognition of handwritten Tamil characters is presented. A handwritten character is constructed by executing a sequence of strokes. A structure- or shape-based representation of a stroke is used in which a stroke is represented as a string of shape features. Using this string representation, an unknown stroke is identified by comparing it with a database of strokes using a flexible string matching procedure. A full character is recognized by identifying all the component strokes. Character termination, is determined using a finite state automaton. Development of similar systems for other Indian scripts is outlined.
Keywords :
handwritten character recognition; image representation; natural languages; string matching; Indian scripts; character termination; finite state automaton; flexible string matching procedure; handwritten Tamil characters; online handwriting recognition; shape-based representation; string representation; stroke sequence; structure-based representation; Automata; Capacitance-voltage characteristics; Character recognition; Handwriting recognition; Keyboards; Natural languages; Shape; Spatial databases; Speech recognition; Stochastic processes; FSA; Shape features; stroke identification;
Conference_Titel :
Frontiers in Handwriting Recognition, 2004. IWFHR-9 2004. Ninth International Workshop on
Print_ISBN :
0-7695-2187-8
DOI :
10.1109/IWFHR.2004.80
