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Detection of coconuts location using separability filter and Hough Transform
(Kolej Universiti Kejuruteraan Utara Malaysia, 2005-05-14)
In this paper, we develop a technique to determine coconuts location using
separability filter and Hough transform method. Our research involves two sequential steps for solving the coconuts detection and recognition. The ...
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 ...
Human faces: a review from detection to recognition
(Kolej Universiti Kejuruteraan Utara Malaysia, 2005-05-14)
In this paper, we review researches on human faces from aspect of face recognition
and face detection. Face emotion recognition are also reviewed. The study of human faces has much assistance on computer vision and machine ...
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 ...
Multiple objects detection using Separability Filter and Circular Hough Transform
(Kolej Universiti Kejuruteraan Utara Malaysia, 2006-06-15)
In this paper we propose a new system to detect the object from an input image. The proposed system first uses the separability filter proposed by Fukui and Yamaguchi to obtain the best object candidates and second, the ...