Handwriting recognition system using fast wavelets transform

• Published in: 2010 International Symposium on Information Technology Vol. 1; pp. 1 - 6
• Main Authors: Gumah, Mohamed E, Schneider, Etienne, Aburas, Abdurazzag Ali
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2010
• Subjects: Accuracy; Arabic characters; Artificial neural networks; Character recognition; Fast wavelets transform; Hidden Markov models; Optical character recognition software; Optical Characters Recognition; Wavelet transforms

Optical Characters Recognition (OCR) is one of the active subjects of research since the early days of computer science. There are two main stages in most of OCR systems: features extraction and classification. Artificial Neural Networks and Hidden Markov Models are the most popular classification m...