Browsing Theses (Master's and Ph.D) – Computer Engineering by Title

EMU I-REP

Browsing Theses (Master's and Ph.D) – Computer Engineering by Title

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  • Face Recognition using Localized Facial Features 
    Şıker, Fatma (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2014-06)
    ABSTRACT: Face is a complex multi-dimensional structure and needs good computing biometric techniques for recognition. The aim of this study is to understand the role of each localized facial feature component in face ...
  • Face Recognition Using Random Forest Classifiers Based on PCA, LDA and LBP Features 
    Mehri, Armin (Eastern Mediterranean University EMU - Doğu Akdeniz Üniversitesi (DAÜ), 2017-01)
    Face is the main part of human beings to distinguish from one another. Face recognition system mainly takes an image as an input and compares this image with a number of images stored in the database to identify whether ...
  • Facial Age Classification Using Geometric Ratios and Wrinkle Analysis 
    Izadpanahi, Shima (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2014-06)
    Age group classification is the process of automatically determining an individual’s age range based on features extracted from facial image. It plays an important role in many real-life applications such as age specific ...
  • Feature Selection in High Dimensional Spaces 
    Sheikhi, Ghazaal (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2020)
    In this study, two novel filter feature selection approaches are proposed as alternatives to state-of-the-art. The first proposed approach is a greedy-based feature selection method where redundancy is replaced by diversity ...
  • Feature Selection Using Co-occurrence of Terms for Binary Text Classification 
    Mashak, Marzieh Vahabi (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2015-02)
    ABSTRACT: In this thesis, term selection for text categorization is addressed. Three widely used schemes are employed for this purpose, namely Chi-square (x2), Gini_index and Discriminative Power Measure (DPM). The ...
  • Fruit Classification using Global and Local Descriptors 
    Nwigbo, Chukwudi Kevin (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2020-01)
    Recognizing different kinds of food such as vegetables and fruits is a recurrent task in supermarkets where the cashier must be able to point out not only the species of a particular fruit but also its variety which will ...
  • Functional Magnetic Resonance Image (FMRI) Based Brain Activity Classification 
    Far, Mehran Sahandi (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ)., 2013-07)
    Functional Magnetic Resonance Imaging (FMRI) is a powerful tool to predict the current activity in the human brain. With the help of machine learning tools, the cognitive function of the human brain can be automatically ...
  • Fusion of Face and Iris Biometrics for Person Identity Verification 
    Eskandari, Maryam (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2014-05)
    This thesis focuses on fusion of multiple biometric systems in different fusion levels especially score level fusion and feature level fusion. Generally, multimodal biometrics based systems aim to improve the recognition ...
  • Fusion of Hand-crafted Descriptors with CNN-based Features for Facial Age Estimation 
    Taheri, Shahram (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2019)
    Age estimation from facial images is an important application of biometrics. In contrast to other facial variations like occlusions, illumination, misalignment and facial expressions, ageing variation is affected by human ...
  • Fusion of Multi-stage CNN Features for ECG Classification 
    Golrizkhatami, Zahra (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2018-12)
    ABSTRACT: Detecting and classifying cardiac arrhythmias is critical to the diagnosis of patients with cardiac abnormalities. Identification and classification of abnormalities are time consuming because it often requires ...
  • Fusion of Palmprint, Palm Vein and Dorsal Hand Vein for Personal Identification 
    Farshgar, Abdolrahman (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2020-09)
    Security is one of the major concerns of human beings in the 21st century. Many forensic and governmental sections now have trusted biometric systems to provide high levels of security for them. Lots of researchers ...
  • Gender Classification Using Local Binary Patterns and its Variants 
    Ardakani, Parichehr Behjati (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2016-09)
    Many social interactions and services are dependent on gender today, so, gender classification is appearing as an active research area. Most of the existing studies are based on face images acquired under controlled ...
  • Genetic Optimization for Image Segmentation 
    Doborjeh, Maryam Gholami (Eastern Mediterranean University (EMU), 2012)
    ABSTRACT: The present study is concerned with optimization of image segmentation using Genetic Algorithms. The developed implementation utilizes the Split/Merge approach for image segmentation. The split portion involves ...
  • Group Delay Reduction Methods in FIR Digital Filters 
    Al-Ani, Hala Haseeb (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2013-10)
    Linear-phase finite impulse response (FIR) filters are widely used in digital signal processing applications because of their various advantages. These advantages include the absence of phase distortion, unrestricted ...
  • Group key exchange protocol based on diffie hellman technique in Ad hoc Network 
    Zanjani, Maryam Farajzadeh (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2014-01)
    ABSTRACT: During last decade, wireless ad hoc networks have been widely used for communication, transferring data or sharing some information for specific members. Nowadays security protocols play a fundamental role to ...
  • A Hardware Oriented Algorithm for 3D AOA Mobile Positioning 
    Hasan, Marwan (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2014-06)
    ABSTRACT: The determination of a mobile object’s location in a cellular network becomes very important with the new US Federal Communication Commission (FCC) standards regarding the wireless Enhanced 911 (E911) emergency ...
  • A Hardware-Oriented Hybrid TDOA/AOA Mobile Positioning Estimation Scheme 
    Enad, Saif Abdullah (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2015-06)
    Location based services have fascinated many researchers and initiatives. One of the important characteristics of location based service is positioning technology. In view of a broader and more complex field like universal ...
  • Hybrid DE Algorithm for the Solution of Bound Constrained Single-Objective Computationally Expensive Numerical Optimization Problems 
    Holoubi, Mariam Abdulmoti (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2018)
    The Differential Evolution Algorithm is widely used for the purpose of optimization in many fields. This dissertation proposes a Hybrid Differential Evolution Algorithm and examines its feasibility based on the results of ...
  • Hybridized Probability Collectives: A Multi-Agent Approach for Global Optimization 
    Xu, Zixiang (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2016-10)
    Probability Collectives (PC) employ multiple agents to distribute sampling moves through using probability distributions over a solution space. This multi-agent systems (MAS) affords the advantage of parallel and distributed ...
  • Hybrid PSO Algorithm for the Solution of Learningbased Real-Parameter Single Objective Optimization Problems 
    Holoubi, Batoul Abdulmoti (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2018)
    During the past 20 years, the community of science have become more interested in Evolutionary Algorithms which have been used in many applications. This thesis proposes hybridized Particle Swarm Optimization (PSO) ...