Mohammed Sahib Mahdi Altaei

Improved Optical System Design of Human Eye Using Ant Colony Optimization Open

Suha Mousa Khorsheed, Nissan S. Oraibi, Wael Awad, Mohammed Sahib Mahdi Altaei · 2025

The motive we address in this paper is to design an accurate optical system for the human eye using a newly used approach based on optimizing a human eye model by the Ant Colony Algorithm (ACO). The optimization process dealt with the opti…

A Hybrid Model of Deep Learning and Machine Learning Methods to Detect Deepfake Videos Open

Noor K. Alzurfi, Mohammed Sahib Mahdi Altaei · 2025

The deepfake videos were spread in the last few years and were created by different deepfake techniques (i.e., faceswap, face2face, etc.). These techniques have a terrible impact on society and would give anyone a chance to create videos w…

Deep Learning Techniques for Detecting and Segmenting Text in Natural Scene Images: Review Open

Alaa Hussein, Mohammed Sahib Mahdi Altaei · 2024

Text detection and segmentation in natural scene images is an active research problem in computer vision and document analysis. Unlike scanned documents, scene text exhibits significant diversity in appearance, orientation, scale, font, an…

Medical Images Based Covid-19 Detection Survey Open

Azhar M. Kadim, Farah Saad Al-Mukhtar, Mohammed Sahib Mahdi Altaei · 2023

In December 2019, COVID-19 appeared for the first time in Wuhan (Hubei Province, China), after which it quickly spread over the entire earth. The World Health Organization quickly designated COVID-19 a pandemic because of the high number o…

Efficiency Evaluation of Popular Deepfake Methods Using Convolution Neural Network Open

Noor K. Alzurf, Mohammed Sahib Mahdi Altaei · 2023

Many deepfake techniques in the early years are spread to create successful deepfake videos (i.e., Face Swap, Deep Fake, etc.). These methods enable anyone to manipulate faces in videos, which can negatively impact society. One way to redu…

Image hiding in audio file using chaotic method Open

Najwan Abed Hasan, Azhar M. Kadim, Haider M. Jaber, Aseel B. Alnajjar, Mohammed Sahib Mahdi Altaei · 2023

In this paper, we propose an efficient image hiding method that combines image encryption and chaotic mapping to introduce adaptive data hiding for improving the security and robustness of image data hiding in cover audio. The feasibility …

Detection of Deep Fake in Face Images Based Machine Learning Open

Hanady Sabah Abdul kareem, Mohammed Sahib Mahdi Altaei · 2023

Fake face images is a recent critical issue of artificial intelligent due to it has directly impacts on the social lives, and may be made to imply threats against privacy, fraud, and other issues. Currently, creating fake images has become…

Wireless Sensor Network Optimization Using Genetic Algorithm Open

Aseel B. Alnajjar, Azhar M. Kadim, Ruaa Abdullah Jaber, Najwan Abed Hasan, Ehsan Qahtan Ahmed , et al. · 2023

Wireless Sensor Network (WSN) is a high potential technology used in many fields (agriculture, earth, environmental monitoring, resources union, health, security, military, and transport, IoT technology). The band width of each cluster hea…

A Detection of Deep Fake in Face Images Using Deep Learning Open

Hanady Sabah Abdul kareem, Mohammed Sahib Mahdi Altaei · 2022

Fake images are one of the most widespread phenomena that have a significant influence on our social life, particularly in the world of politics and celeb. Nowadays, generating fake images has become very easy due to the powerful yet simpl…

K-Means clustering of optimized wireless network sensor using genetic algorithm Open

Azhar M. Kadim, Farah Saad Al-Mukhtar, Najwan Abed Hasan, Aseel B. Alnajjar, Mohammed Sahib Mahdi Altaei · 2022

Wireless sensor network is one of the main technology trends that used in several different applications for collecting, processing, and distributing a vast range of data. It becomes an essential core technology for many applications relat…

K-Means clustering of optimized wireless network sensor using genetic algorithm Open

Azhar M. Kadim, Farah Saad Al-Mukhtar, Najwan Abed Hasan, Aseel B. Alnajjar, Mohammed Sahib Mahdi Altaei · 2022

Wireless sensor network is one of the main technology trends that used in several different applications for collecting, processing, and distributing a vast range of data. It becomes an essential core technology for many applications relat…

Plants Leaf Diseases Detection Using Deep Learning Open

Reem Mohammed Jasim Al-Akkam, Mohammed Sahib Mahdi Altaei · 2022

Agriculture improvement is a national economic issue that extremely depends on productivity. The explanation of disease detection in plants plays a significant role in the agriculture field. Accurate prediction of the plant disease can hel…

Copy Move Forgery Detection Using Forensic Images Open

Ayat Fadhel Homady Sewan, Mohammed Sahib Mahdi Altaei · 2021

Digital images are open to several manipulations and dropped cost of compact cameras and mobile phones due to the robust image editing tools. Image credibility is therefore become doubtful, particularly where photos have power, for instanc…

Classification of Plants Leaf Diseases using Convolutional Neural Network Open

Reem Mohammed Jasim Al-Akkam, Mohammed Sahib Mahdi Altaei · 2021

Agriculture is one of the most important professions in many countries, including Iraq, as the Iraqi financial system depends on agricultural production and great attention should be paid to concerns about agricultural production. Because …

Forged Copy-Move Recognition Using Convolutional Neural Network Open

Ayat Fadhel Homady Sewan, Mohammed Sahib Mahdi Altaei · 2021

Due to the extreme robust image editing techniques, digital images are subject to multiple manipulations and decreased costs for digital camera and smart phones. Therefore, image credibility is becoming questionable, specifically when imag…

Brain Tumor Diagnosis Using MR Image Processing Open

Sura Yarub Kamil, Mohammed Sahib Mahdi Altaei · 2020

Magnetic Resonance Imaging (MRI) images of brain are a process of high importance to diagnosing brain tumors.Brain tumor is an abnormal growth of cells in the brain.These tumors may be benign or malignant.The use of computer technologies b…

Human Action Recognition Based on Bag-of-Words Open

Riyadh Sahib Abdul Ameer, Mohammed Sahib Mahdi Altaei · 2020

Human action recognition has gained popularity because of its wide applicability, such as in patient monitoring systems, surveillance systems, and a wide diversity of systems that contain interactions between people and electrical devices,…

Color Image Restoration Using Iterative Mead’s Filter Open

Ayad A. A -Ani, Mohammed Sahib Mahdi Altaei, Sally Ali Abdul Ameer Alrubaie · 2018

Image restoration is reconstructing the true image starting from degraded (blurred and noisy) image version.This problem could be handled as blind or non-blind mode depending on whether functional knowledge or point spread function (PSF) k…

Simulation of Moving Obstacle Avoidance for Auto Guided Land Vehicle Open

Mohammed Sahib Mahdi Altaei, Laith A. Al-Ani, Qudama Khamis · 2018

This paper concerned with simulating the behavior of designed control system that tries to govern robot to safely passing a path containing moving obstacle ahead.The used robot carried some specific sensors are used to sense the existence …

EFFECT OF TEXTURE FEATURE COMBINATION ON SATELLITE IMAGE CLASSIFICATION Open

Mohammed Sahib Mahdi Altaei · 2018

This paper presents a method for SIC to classify a PatternNet satellite image dataset taken from Google Earth and Google Map Application newly adopted in 2017, this SIC method use firstly a pre-processing step to verify the way of how repr…

Satellite Image Classification Using Moment and SVD Method Open

Mohammed Sahib Mahdi Altaei, Assad H. Thary Al-Ghrairi · 2016

The motivation we address in this paper is to classify satellite image using the moment and singular value decomposition (SVD) method; both proposed methods are consisted of two phases; the enrollment and classification. The enrollment pha…

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