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Now showing items 11-18 of 18
Detection of tubercle bacilli in Ziehl-Neelsen stained tissue slide images using Hu’s moment invariants and artificial neural network
(Universiti Malaysia Perlis (UniMAP), 2010-10-16)
Early detection of tuberculosis infection is the key to
successful treatment and control of the disease.
Manual screening by light microscopy is the most
widely used for tubercle bacilli detection but it is time ...
Segmentation of heart sound signal into cycles based on time properties of the heart sound
(Universiti Malaysia Perlis (UniMAP), 2010-10-16)
A simple alternative method to segment the heart sound signal into cycles is proposed in this paper. The segmentation is done based on the time properties of the heart sound signal only, without the assistant of other ...
Colour image segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images using moving K-Mean clustering procedure
(Institute of Electrical and Electronics Engineers (IEEE), 2010-05)
Segmentation of tuberculosis bacilli in Zeihl-Neelsen tissue slide images is a crucial step in
computerassisted tuberculosis bacilli detection. In this paper, an automatic colour image
segmentation using moving k-mean ...
Model reference adaptive control based on MLP network for dynamic system
(Universiti Malaysia Perlis (UniMAP), 2010-06-02)
This paper presents the Model Reference Adaptive Control based on Multi Layered Perceptron (MLP) Network. The error between the output of the plant and the reference model is used to adapt the controller parameters. The ...
Classification of heart sound based on S-Transform and neural network
(Institute of Electrical and Electronics Engineers (IEEE), 2010-05-10)
The skill of cardiac auscultatory is very important to physicians for accurate diagnosis of many heart diseases. However, it needs some training and experience to improve the skills of medical students in recognizing and ...
Comparison of colour thresholding method using RGB and HSI information for Ziehl-Neelsen sputum slide images
(Institute of Electrical and Electronics Engineers (IEEE), 2010-05-10)
Image segmentation technique for Ziehl-Neelsen sputum slide image is an important factor in extracting tuberculosis (TB) bacilli from the background and sputum cells. Colour threshold using Red, Green, Blue (RGB) information ...
Comparison of acute leukemia image segmentation using HSI and RGB color space
(Institute of Electrical and Electronics Engineers (IEEE), 2010-05-10)
The Image segmentation plays an important role in computer vision and image processing areas. In this paper, the use of color segmentation for segmenting acute leukemia images is proposed. The segmentation technique segments ...
Segmentation of tuberculosis bacilli in Ziehl-Neelsen tissue slide images using Hibrid Multilayered Perceptron network
(Institute of Electrical and Electronics Engineers (IEEE), 2010-05-10)
Segmentation of Zeihl-Neelsen tissue slide images is an important step in computer-assisted tuberculosis bacilli detection. In Zeihl-Neelsen tissue slide image, colour is the most prominent feature to detect the presence ...