Comparison of character recognition performance - bayes classifier and neural network methods

• Main Author: Low, Siew Eng.
• Other Authors: Chan, Kap Luk
• Format: Theses and Dissertations
• Language: English
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Document and text processing
• Online Access: http://hdl.handle.net/10356/13335
• Institution: Nanyang Technological University

In this project, two learning schemes had been tested and verified, in the recognition unit within the image processing environment of the Machine Vision Tool, namely the Bayes classifier method and the neural network-error back propagation gradient descent learning method. Their performances were a...