Browsing WoS İndeksli Yayınlar Koleksiyonu by Author "Rahebi, Javad"
Now showing items 1-12 of 12
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Blood vessel segmentation and extraction using H-minima method based on image processing techniques
Boubakar Khalifa Albargathe, Salma M.; Kamberli, Ersin; Kandemirli, Fatma; Rahebi, Javad (Springer, 2021)In this paper, the H-minima transform is used for blood vessel segmentation. The aim of this study is to get the high accuracy of blood vessel segmentation in retinal images. In this study the good result and good performance ... -
Cancer cell detection through histological nuclei images applying the hybrid combination of artificial bee colony and particle swarm optimization algorithms
Alsarori, Faozia Ali; Kaya, Hilal; Rahebi, Javad; Popescu, Daniela E.; Hemanth, D. Jude (Atlantis Press, 2020)Cancer is a fatal disease that is continuously growing in the developed countries. It is also considered as a main global human health problem. Based on several studies, which have been conducted so far, we found out that ... -
Detection of attacks on wireless sensor network using genetic algorithms based on fuzzy
Al Hayali, Shaymaa; Uçan, Osman Nuri; Rahebi, Javad; Bayat, Oğuz (Diponegoro Univ, 2019)In this paper an individual - suitable function calculating design for WSNs is conferred. A multi-agent-located construction for WSNs is planned and an analytical type of the active combination is built for the function ... -
Diagnosis of multiple sclerosis disease in brain magnetic resonance ımaging based on the harris hawks optimization algorithm
Iswisi, Amal F. A.; Rahebi, Javad (Hindawi, 2021)The damaged areas of brain tissues can be extracted by using segmentation methods, most of which are based on the integration of machine learning and data mining techniques. An important segmentation method is to utilize ... -
Human retinal optic disc detection with grasshopper optimization algorithm
Rahebi, Javad (2022)A growing number of qualified ophthalmologists are promoting the need to use computer-based retinal eye processing image recognition technologies. There are different methods and algorithms in retinal images for detecting ... -
Increasing energy efficiency in wireless sensor networks using GA-ANFIS to choose a cluster head and Assess Routing and Weighted Trusts to demodulate attacker nodes
Al Hayali, Shaymaa; Rahebi, Javad; Uçan, Osman Nuri; Bayat, Oğuz (Springer, 2020)Demodulating harmful nodes and diminishing the energy waste in sensor nodes can prolong the lifespan of wireless sensor networks (WSNs). In this study, a genetic algorithm (GA) and an adaptive neuro fuzzy inference system ... -
A new and effective method for human retina optic disc segmentation with fuzzy clustering method based on active contour model
Abdullah, Ahmad S.; Rahebi, Javad; Özok, Yasa Ekşioğlu; Aljanabi, Mohanad (Springer Heidelberg, 2020)In this paper, a new approach is proposed for localization and segmentation of the optic disc in human retina images. This new approach can find the boundary of the optic disc by an initial fuzzy clustering means algorithm. ... -
New auxiliary function with properties in nonsmooth global optimization for melanoma skin cancer segmentation
Masoud Abdulhamid, Idris A.; Sahiner, Ahmet; Rahebi, Javad (Hindawi Ltd, 2020)In this paper, an algorithm is introduced to solve the global optimization problem for melanoma skin cancer segmentation. The algorithm is based on the smoothing of an auxiliary function that is constructed using a known ... -
A novel method for retinal optic disc detection using bat meta-heuristic algorithm
Abdullah, Ahmad S.; Özok, Yasa Ekşioğlu; Rahebi, Javad (Springer Heidelberg, 2018)Normally, the optic disc detection of retinal images is useful during the treatment of glaucoma and diabetic retinopathy. In this paper, the novel preprocessing of a retinal image with a bat algorithm (BA) optimization is ... -
Power management controller for microgrid integration of hybrid PV/Fuel cell system based on artificial deep neural network
Nureddin, Abdulbaset Abdulhamed Mohamed; Rahebi, Javad; Ab-BelKhair, Adel (Hindawi Ltd, 2020)Nowadays, the power demand is increasing day by day due to the growth of the population and industries. The conventional power plant alone is incompetent to meet the consumer demand due to environmental concerns. In this ... -
Skin lesion segmentation method for dermoscopy images using artificial bee colony algorithm
Aljanabi, Mohanad; Özok, Yasa Ekşioğlu; Rahebi, Javad; Abdullah, Ahmad S. (Mdpi, 2018)The occurrence rates of melanoma are rising rapidly, which are resulting in higher death rates. However, if the melanoma is diagnosed in Phase I, the survival rates increase. The segmentation of the melanoma is one of the ... -
A study of deep neural network controller-based power quality improvement of hybrid PV/Wind systems by using smart inverter
Ab-BelKhair, Adel; Rahebi, Javad; Abdulhamed Mohamed Nureddin, Abdulbaset (Hindawi Ltd, 2020)Presently, climate change and global warming are the most uncontrolled global challenges due to the extensive fossil fuel usage for power generation and transportation. Nowadays, most of the developed countries are ...
