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An Automated Intelligent Identification and Counting System Procedure for Tuberculosis
(IOP Publishing, 2019)
Tuberculosis (TB) is an infectious disease caused by Mycobacterium Tuberculosis or TB Bacilli. Currently, the classification of TB bacilli is carried out by microbiologist by using Ziehl-Nielsen (ZN) stained smear sputum ...
Image Enhancement using Modified Partial Contrast Technique in Ziehl-Neelsen Sputum Slide Images
(IOP Publishing, 2019)
Image contrast and brightness for sputum slide images are among important factors that can affect the accuracy of image analysis process. Microscopic images usually have the problem of low contrast and blurry, which are ...
Segmentation of Irrelevant Regions using Color Thresholding Method: application in Breast Histopathology Images
(IOP Publishing, 2019)
Segmentation of irrelevant regions in the breast histopathology image is essentially performed in preliminary or post processing stages. This study presents a color thresholding method to segment the irrelevant regions, ...
Mitotic Cell Detection in Breast Histopathology Image: a review
(IOP Publishing, 2019)
Mitotic assessment is one of the critical features in the Nottingham Histological Grading
(NHG) system for breast cancer grading. In recent years, rapid development in the performance of
mounted camera, computer processing ...
Segmentation of Relevant Region in Breast Histopathology Images using FCM with Guided Initialization
(IOP Publishing, 2019)
This study proposes a modified initialization approach for the conventional FCM, namely FCM with guided initialization. The FCM with guided initialization was implemented to segment the relevant regions in the breast ...
Intelligent Fuzzy PD+I Controller with Stabilizer for Nano Satellite Attitude Control System
(IOP Publishing, 2019)
This paper discusses the variation of proportional and derivative gains in a system under the control of PD+I controller that uses fuzzy inference method an effort is made to design the fuzzy proportional-derivative (PD) ...
An Automated Segmentation and Counting of Ki67 Cells in Meningioma Using K-Means Clustering Technique
(IOP Publishing, 2019)
Meningioma is a type of primary brain tumours. The meningiomas account for about one-third of all primary brain tumours. Image segmentation plays an important role in image analysis, especially detecting the tumours or ...
Classification of Acute Leukemia Based on Multilayer Perceptron
(IOP Publishing, 2019)
In general, various artificial neural network have been applied in many areas such as modelling, pattern recognition, signal processing, diagnostic and prognostic. In this paper, artificial neural network are used to detect ...