Offline Cursive Handwriting Recognition System based on Hybrid Markov Model and Neural Networks

• Main Authors: Yong, Haw Tay, Khalid, Marzuki, Rubiyah, Yusof, Viard-Gaudin, C.
• Format: Article
• Language: English
• Published: 2003
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/1925/1/article180.pdf; http://eprints.utm.my/id/eprint/1925/; http://dx.doi.org/10.1109/CIRA.2003.1222166
• Institution: Universiti Teknologi Malaysia

An offline cursive handwritten recognition system, based on hybrid of Neu Networks (NN) and Hidden markov Models (HMM), is decribed in this paper. Applying SegRec principle, the recognizer does not make hard decision at the character segmentation process. Instead, it delays the character segmantatio...