Mohd Yusoff Mashor, Prof. Dr.: Recent submissions
Now showing items 61-80 of 85
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Cluster approach for auto segmentation of blast in acute leukimia blood slide images
(Springer-Verlag, 2011-06-20)Image segmentation is an essential step in image analysis and is a requirement for feature extraction. One of the common segmentation techniques is using clustering algorithms. Currently, clustering algorithm has been used ... -
Modeling and forecasting of injected fuel flow using neural network
(Institute of Electrical and Electronics Engineers (IEEE), 2011-03-04)The aim of this research is to develop an intelligent automated online forecasting of a car fuel consumption using neural network and classified it into classes of driving style. A new online monitoring tool was developed ... -
Adaptive Neuro-Controller for three-axes attitude control of innovative satellite
(Science Academy Publisher, 2011-03)There exists so many disturbance torques in space which may deviate the satellite from the desired attitude. To overcome the effects of the disturbance torques some stabilization has to be provided to the satellite. This ... -
Adaptive Neuro-Controller for three axes attitude control of innovative satellite
(Science Academy, 2011-03)There exists so many disturbance torques in space which may deviate the satellite from the desired attitude. To overcome the effects of the disturbance torques some stabilization has to be provided to the satellite. This ... -
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 ... -
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 ... -
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 ... -
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 ... -
Model reference adaptive control based on MLP network for dynamic system
(Universiti Malaysia Perlis (UniMAP)Institut Matematik Kejuruteraan, 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 ... -
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 ... -
3D object recognition: Views, moment invariants & perceptron networks
(Universiti Malaysia Perlis (UniMAP)Pejabat Timbalan Naib Canselor (Penyelidikan dan Inovasi), 2007-08)Computer vision recognition typically involves sensors, a model database containing information about the object representations and decision making or categorization. Sensors gather images that are processed to ... -
Performance comparison between RGB and HSI linear stretching for tuberculosis bacilli detection in ziehl-neelsen tissue slide images
(Institut of Electrical and Electronics Engineering (IEEE), 2009-11-18)Ziehl-Neelsen staining method is commonly used for diagnosis of tuberculosis patients. Sputum or tissues samples are stained using this method before microscopic examination. However, manual screening is time consuming and ... -
TB_Screen - An Intelligent Tuberculosis Screening System
(Malaysian Invention & Design Society (MINDS), 2006-05-19)TB_Screen is an intelligent tuberculosis screening system that could be used to detect the present of tuberculasis bacilli in a Ziehl-Neelsen smear slide. It consists of automatic image processing algorithms to extract ... -
Bio e-Nose for Virgin Coconut Oil (VCO) Standardization
(Malaysian Invention and Design Society (MINDS), 2006)To establish Bio e-Nose as a tool to standardize and quality control of VCO. -
3D object recognition using MANFIS network with orthogonal and non-orthogonal moments
(Institute of Electrical and Electronics Engineering (IEEE), 2009-03-06)This paper addresses a performance analysis of two well known moments, namely Hu's moments and Zernike's moments for 3D object recognition. Hu's moments and Zernike's moments are the non-orthogonal and orthogonal moments ... -
Color thresholding method for image segmentation algorithm of Ziehl-Neelsen sputum slide images
(Institute of Electrical and Electronics Engineers (IEEE), 2008-11-12)Most of the thresholding procedures involved setting of boundaries based on grey values or intensities of image pixels. In this paper, the thresholding is to be done based on color values in images of Ziehl-Neelsen sputum ... -
Classification of heart valve diseases using correlation analysis
(Institute of Electrical and Electronics Engineering (IEEE), 2008-11-12)As a subjective and qualitative method, heart sound auscultation has it's inherit limitations. In this paper, we present an analytical perspective on heart sound auscultation and explain how to classify heart diseases using ... -
Classification of heart sounds using wavelets and neural networks
(Institute of Electrical and Electronics Engineering (IEEE), 2008)A heart sound feature extraction and classification method has been developed. It used the discrete wavelet decomposition and reconstruction to produce the envelopes of details of the signals for further extracting the ... -
Colour image enhancement using bright and dark stretching techniques for tissue based Tuberculosis Bacilli detection
(Universiti Malaysia Perlis, 2009-10-11)Tuberculosis is a serious disease caused by infection with the germ Mycobacterium tuberculosis. Sputum sample analysis is a common method for TB bacilli detection. In some cases, tissue from the suspected system is also ... -
Colour contrast enhancement based on bright and dark stretching for Ziehl-Neelsen slide images
(Institute of Electrical and Electronics Engineering (IEEE), 2007-11)The Ziehl-Neelsen stain, also known as the acid-fast stain, was first described by two German doctors; Franz Ziehl (1859 to 1926), a bacteriologist and Friedrich Neelsen (1854 to 1894), a pathologist [1].It is a special ...