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A face recognition system using template matching and neural network classifier
(Kolej Universiti Kejuruteraan Utara Malaysia, 2005-05-14)
We develop a technique to identify an unknown person in a face image by using
template matching and neural network classifier. The technique is separated into three main steps namely; preprocessing, feature extraction and ...
Trademarks cassification by Moment Invariant and FuzzyARTMAP
(Kolej Universiti Kejuruteraan Utara Malaysia, 2005-05-14)
The purpose of automated image classification is to facilitate a machine to classify image patterns without human intervention. There are a variety of approaches proposed to perform the task. In our case, the image chosen ...
Krawtchouk Moment Invariant and Gaussian ARTMAP Neural Network: a combination techniques for image classification
(Kolej Universiti Kejuruteraan Utara Malaysia, 2006-06-15)
The main objective of this research is to develop a practical system for binary image classification using Krawtchouk Moment Invariant (KMI) as the feature extraction technique while Gaussian ARTMAP (GAM) is adopted for ...