Handwriting Recognition Applications for Tablet PCs
Author(s) -
Dat Tran,
Wanli Ma,
Dharmendra Sharma
Publication year - 2007
Publication title -
journal of advanced computational intelligence and intelligent informatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.172
H-Index - 20
eISSN - 1343-0130
pISSN - 1883-8014
DOI - 10.20965/jaciii.2007.p0787
Subject(s) - handwriting , computer science , handwriting recognition , hidden markov model , signature recognition , signature (topology) , vector quantization , biometrics , speech recognition , intelligent character recognition , artificial intelligence , pattern recognition (psychology) , feature extraction , character recognition , image (mathematics) , geometry , mathematics
This paper presents handwriting recognition applications developed and tested on the tablet PC – a new generation of notebook computers. Users write on a tablet PC screen with a tablet pen and a built-in user-independent handwriting recognition tool converts handwritings to printed text. We present handwriting recognition applications using the built-in recognition tool and signature verification using our own verification tool based on fuzzy c-means vector quantization (FCMVQ) and observable Markov modeling (OMM). Experimental results for the signature verification system are also presented.
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