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Staff Detail

Prof. Dr. HASAN DEMİREL

Prof. Dr. HASAN DEMİREL

Duty: Faculty Member
Department: Electrical and Electronic Engineering
Office: EE-104
Tel: +90 392 630 1436
E-Mail: hasan.demirel@emu.edu.tr
Web Page: http://faraday.ee.emu.edu.tr/hdemirel

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Education

Education

1998

PHD

UNIVERSITY, ELEKTRİK VE ELEKTRONİK MÜHENDİSLİĞİ, IMPERIAL COLLEGE LONDON (UNIVERSITY OF LONDON)

1993

MS

UNIVERSITY, BİLGİSAYAR BİLİMLERİ,

1992

BS

UNIVERSITY, ELEKTRİK VE ELEKTRONİK MÜHENDİSLİĞİ, EASTERN MEDITERRANEAN UNIVERSITY

Publications

Publications

SCI- Expanded

Conferences

International Indexes

Conferences

Conferences

  • Comparison of Vision Transformer with Convolutional Neural Networks for Brain Cancer Classification
  • PREOPERATIVE PREDICTION OF LYMPHOVASCULAR INVASION IN INVASIVE BREAST CANCER USING MULTIPARAMETRIC MRI-BASED RADIOMICS AND MACHINE LEARNING ALGORITHMS
  • Patch Token Fusion in Vision Transformers for Brain Cancer Classification
  • Deep Learning Based Parkinson’s Disease Classification Using Angular Orientations
  • Texture Gradient and Deep Features Fusion-Based Image Scene Geometry Recognition System Using Extreme Learning Machine
  • The Performance of Local-Learning Based Clustering Feature Selection Method on the Diagnosis of Parkinson's Disease Using Structural MRI
  • Effects of Covariates on Classification of Bipolar Disorder Using Structural MRI
  • Sparse l(2)-norm Regularized Regression for Face Recognition
  • Classification of Healthy Siblings of Bipolar Disorder Patients from Healthy Controls Using MRI
  • Diagnosis of Bipolar Disease Using Correlation-Based Feature Selection with Different Classification Methods
  • Alzheimer's Disease Detection by Utilizing Key Slice Selection in 3D MRI Images
  • Random Forest Feature Selection for SAR-ATR
  • CORONARY STENOSIS MEASUREMENTS USING K-MEANS CLUSTERING
  • Comparing the Performances of PDF and PCA on Parkinson's Disease Classification Using Structural MRI Images
  • Image De-noising using Un-decimated Wavelet Transform (UWT) with Soft Thresholding Technique
  • Phonocardiography Signal Processing for Automatic Diagnosis of Ventricular Septal Defect in Newborns and Children
  • Early detection of breast cancer using optimized ANFIS and features selection
  • Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation: Databases
  • Feature Fusion for Classification Enhancement of Ground Vehicle SAR Images
  • Thresholding Neural Network (TNN) with Smooth Sigmoid Based Shrinkage (SSBS) Function for Image De-noising
  • Colour Image Watermarking based on Wavelet and QR Decomposition
  • Automatic Hidden Sadness Detection Using Micro-Expressions
  • Facial Image Super Resolution Using Sparse Representation for Improving Face Recognition in Surveillance Monitoring
  • DWT-DCT-SVD based Hybrid lossy image compression technique
  • Hyperspectral Face Recognition using 3D Discrete Wavelet Transform
  • Brain MR Image Denoising for Rician Noise Using Intrinsic Geometrical Information
  • Continuous Moment-Based Features for Classification of Ground Vehicle SAR Images
  • ENTROPY DRIVEN FEATURE SELECTION FOR FACIAL EXPRESSION RECOGNITION BASED ON 3-D FACIAL FEATURE DISTANCES
  • Modified Back Projection Kernel Based Image Super Resolution
  • Fast Detection and Segmentation in Retinal Blood Vessels using Gabor Filters
  • Improved Iterative Back Projection for Video Super-Resolution
  • Wavelet Transform Based New Interpolation Technique for Satellite Image Resolution Enhancement
  • Image Resolution Enhancement by Using Interpolation Followed by Iterative Back Projection
  • Lossy Medical Image Compression U sing Huffman Coding and Singular Value Decomposition
  • UIterative Back Projection based Image Resolution Enhancement
  • Blood Vessels Detection and Segmentation in Retina using Gabor Filters
  • Adaptive Predictive and Bi-Predictive Eigenspace Approach for Video Coding
  • VIDEO RESOLUTION ENHANCEMENT BY USING COMPLEX WAVELET TRANSFORM
  • Optimal Feature Selection for 3D Facial Expression Recognition with Geometrically Localized Facial Features
  • Weighted Majority Voting for Face Recognition from Low Resolution Video Sequences
  • PDF based Face Recognition System in Different Colour Channels using Discrete Wavelet Decomposition
  • Dual-Tree and Single-Tree Complex Wavelet Transform Based Face Recognition
  • Improved Face Recognition System Using Probability Distribution Functions Extracted from Wavelet Subbands
  • Feature Selection for Person-Independent 3D Facial Expression Recognition using NSGA-II
  • Co-Occurrence based Statistical Approach for Face Recognition
  • Adaptive and Fixed Eigenspace Methods with a Novel Fitness Measure for Video based Face Recognition
  • Multiresolution Eigenspace and Fisherspace Face Recognition
  • Face Recognition using Dual-Tree Wavelet Transform
  • PCA-Based Face Recognition from Video Using Super-Resolution
  • High performance pose invariant face recognition
  • IRIS RECOGNITION SYSTEM USING COMBINED HISTOGRAM STATISTICS
  • IRIS RECOGNITION SYSTEM USING COMBINED COLOUR STATISTICS
  • IMAGE EQUALIZATION BASED ON SINGULAR VALUE DECOMPOSITION
  • A Fully CNN Based Fingerprint Recognition System
  • Renkli Histogram Eşleştirme tabanlı yeni bir Yüz Tanıma Sistemi (A New Face Recognition System based on Color Histogram Matching)
  • 3D Facial Expression Recognition with Geometrically Localized Facial Features
  • Fire pixel classification using fuzzy logic and statistical color model
  • Facial expression recognition using 3D facial feature distances
  • Face recognition using multiresolution PCA
  • Fire detection in video sequences using statistical color model
  • PCA and LDA based face recognition using feedforward neural network classifier
  • Moving object edge detection and segmentation using multi-wavelets
  • Enhanced facial feature extraction using region-based super-resolution aided video sequences
  • Efficient face and facial feature tracking using search region estimation
  • Face modeling and adaptive texture mapping for model based video coding
  • Face recognition system based on PCA and feedforward neural networks
  • Unequal error protection using convolutional codes for PCA-coded images
  • Connected components labeling based face detection and pose estimation using PCA
  • PCA and LDA based face recognition under changing class sizes and non-uniform illumination conditions
  • Robust face tracking using color segmentation aided with connected components labeling and morphology
  • Robust face tracking using color segmentation aided with connected component labeling and morphology
  • Scale and translation invariant face detection and efficient facial feature extraction
  • KLT based video coding using adaptive eigenspace
  • Automatic threshold selection for automated visual surveillance
Supervised Thesis

Supervised Thesis

PHD

  • MASOUD MORADI (2024). Data Augmentation by Generative Adversarial Network(GAN) for Alzheimer's Disease Detection by Using Convolutional Neural Network(CNN).[PhD Thesis ,Eastern Mediterranian University].
  • FUAT UYGUROĞLU (2024). Enhancing Brain Disease Diagnosis Using Reorientation in 3D CNNs with Fusion of Multiple Networks.[PhD Thesis ,Eastern Mediterranian University]. (co-supervised)
  • ALTAF KHAN (2021). 3D Scene Recognition from a Single Image.[PhD Thesis ,Eastern Mediterranian University]. (co-supervised)
  • NOUSHIN HAJAROLASVADI (2021). Multimodal Emotion Recognition in Video using Deep Learning Techniques.[PhD Thesis ,Eastern Mediterranian University].
  • AMAN GHASEMZADEH (2020). 3D Face Recognition using Hyperspectral Images.[PhD Thesis ,Eastern Mediterranian University].
  • PAYAM ZARBAKHSH (2019). Dynamic 3D Facial Expression Recognition.[PhD Thesis ,Eastern Mediterranian University].
  • AHMAD J. M. QUDAIMAT (2019). Sparse Regression based Face Recognition.[PhD Thesis ,Eastern Mediterranian University].
  • ÖZKAN ÇİĞDEM (2018). Parkinson's Disease Detection using Structural MRI.[PhD Thesis ,Eastern Mediterranian University].
  • SEYEDEH FAEGHEH YEGANLI (2018). Multidimensional Data Recovery via Iterative Regularization based on Higher Order Singular Value Decomposition.[PhD Thesis ,Eastern Mediterranian University]. (co-supervised)
  • POUYA BOLOURCHI (2018). Moment-based Feature Extraction in SAR Images for Ground Vehicle Recognition.[PhD Thesis ,Eastern Mediterranian University]. (co-supervised)
  • IMAN BEHESHTI (2016). Structural MRI-based Classification of Alzheimer's Disease.[PhD Thesis ,Eastern Mediterranian University].
  • KAMİL YURTKAN (2014). Entropy Based Feature Selection for 3D Facial Expression Recognition.[PhD Thesis ,Eastern Mediterranian University].
  • SARA IZADPANAHI (2014). Motion Block based Video Super Resolution.[PhD Thesis ,Eastern Mediterranian University].
  • GHOLAMREZA ANBARJAFARI (2011). Probability Distribution Function Based Face Recognition Boosted by Data Fusion.[PhD Thesis ,Eastern Mediterranian University].
  • HAMİT SOYEL (2010). 3D Facial Expression Recognition with Local Face Descriptors.[PhD Thesis ,Eastern Mediterranian University].
  • ALAA A. H. ELEYAN (2009). Face Recognition From Still and Video Sequences.[PhD Thesis ,Eastern Mediterranian University].
  • ALİ MURAT (Ongoing). Ensemble Deep Learning for Diabetic Retinopathy Detection based on Funds Images.[PhD Thesis ,Eastern Mediterranian University]. (co-supervised)
  • DOĞU MANALI (Ongoing). [PhD Thesis ,Eastern Mediterranian University].

MS

  • ARIAN RANJBAR VARANDI (2025). Deep Learning based Object Detection and Tracking with UAVs.[Master Thesis ,Eastern Mediterranian University].
  • DOĞU MANALI (2023). Convolution Neural Network based Breast Cancer Detection using Feature Fusion.[Master Thesis ,Eastern Mediterranian University].
  • MEHDI SHAH POORI ARANI (2023). Deep Learning-based Sleep Stage Classification using EEG.[Master Thesis ,Eastern Mediterranian University].
  • FARHANG NADERI (2021). Markov Localization of an Indoor Quadcopter using Deep Learning.[Master Thesis ,Eastern Mediterranian University].
  • GHULAM MUSTUFFA KHAN (2021). Gabor Wavelet Based Diabetic Retinopathy Detection Using Deep Learning.[Master Thesis ,Eastern Mediterranian University].
  • YUSUF SULEIMAN TAHIR (2019). Multi Modal Detection of Alzheimer’s Disease Using Structural MRI Images.[Master Thesis ,Eastern Mediterranian University].
  • ENVER BASHIROV (2019). Person-Dependent and Person-Independent Analysis of Emotion Recognition using Facial Expressions.[Master Thesis ,Eastern Mediterranian University].
  • MASOUD MORADI (2017). Detection of Alzheimer’ s Disease using 3D MRI Based on Key Slices Selected.[Master Thesis ,Eastern Mediterranian University].
  • NOORBAKHSH AMIRI GOLILARZ (2017). De-noising of Hyper-spectral Images in Wavelet Domain with Improved Soft Thresholding.[Master Thesis ,Eastern Mediterranian University].
  • ASMA ABDALLAH AL-KRAIK (2016). Robust Color Image Watermarking Techniques Based on DWT, DCT and SVD in Different Color Spaces.[Master Thesis ,Eastern Mediterranian University].
  • ARASH SAEEDASKARI (2015). 3D Tumor Segmentation in MR images using Tumor Characteristics.[Master Thesis ,Eastern Mediterranian University].
  • MOHAMMADALI KIANI SHEIKHABADI (2015). Single Image Signal-to-Noise Ratio Estimation for Magnetic Resonance Images.[Master Thesis ,Eastern Mediterranian University].
  • FARIBA FAKHIM NASROLLAHI NIA (2015). Improved PCA based Face Recognition using Feature based Classifier Ensemble.[Master Thesis ,Eastern Mediterranian University].
  • FARHAD AKHBARDEH (2014). K–Means Clustering based Angiographic Image Analysis to Measure Coronary Stenosis.[Master Thesis ,Eastern Mediterranian University].
  • PEJMAN RASTI (2014). Image Super Resolution using Fast Converging Iterative Interpolation and Back Projection.[Master Thesis ,Eastern Mediterranian University].
  • FARNAZ FAROKHIAN (2013). Blood Vessel Detection and Segmentation in Retina using Gabor Filters.[Master Thesis ,Eastern Mediterranian University].
  • FARIBA BEIRAMZADEH AZAR (2013). Detecting Lesions in MRI Brain Images Combining Pseudo-Color Segmentation with Fuzzy C-Means Clustering.[Master Thesis ,Eastern Mediterranian University].
  • MOHAMMAD NASER SABET JAHROMI (2009). Modified Segment Constrained Vector Quantizer Design.[Master Thesis ,Eastern Mediterranian University].
  • GHOLAMREZA ANBARJAFARI (2008). A New Face Recognition System Based on Colour Statistics.[Master Thesis ,Eastern Mediterranian University].
  • AHMET EMRE GÖKÜŞ (2008). Object Recognition Using Video Sequence on Conveyer Line.[Master Thesis ,Eastern Mediterranian University].
  • SARA IZADPANAHI (2007). Motion-based Localized Super Resolution Technique for Low-resolution Video Enhancement.[Master Thesis ,Eastern Mediterranian University].
  • HÜSEYİN KUSETOGULLARI (2007). Real Time Detection and Tracking of Vehicles for Speed Measurement and License Plate Detection.[Master Thesis ,Eastern Mediterranian University].
  • REZA ABRISHAM BAF (2007). Fingerprint Recognition System Using Cellular Neural Networks.[Master Thesis ,Eastern Mediterranian University].
  • MA`AL AMER H. ALAZZEH (2006). PCA-Based Face Recognition from Video Using Super-Resolution.[Master Thesis ,Eastern Mediterranian University].
  • HAMIT SOYEL (2005). MPEG-4 Compliant Face Modeling.[Master Thesis ,Eastern Mediterranian University].
  • CEM DIREKOGLU (2005). Scale and Translation Invariant Face and Facial Feature Detection, Extraction and Tracking.[Master Thesis ,Eastern Mediterranian University].
  • MOHAMMAD REBHI ALWAWI (2005). Comparison of PCA and LDA Based Face Recognition under non-ideal Illumination Conditions.[Master Thesis ,Eastern Mediterranian University].
  • AURANGZAIB HANIF (2004). Skin Color Based Human Face Detection and Tracking.[Master Thesis ,Eastern Mediterranian University].
  • KIANA MAHTABI NOURANI (Ongoing). AI-Based De Novo Design of Therapeutic Antibodies for Malaria.[Master Thesis ,Eastern Mediterranian University].
Books

Books

  • Hasan(2022). Chapter 54.Multi-stage age estimation using two level fusions of handcrafted and learned features on facial images
  • hasan(2022). ch 5.Using Local Features Based Face Experts in Multimodal Biometrics Identification Systems
  • hasan(2021). Chapter 55.SECULAR GRAVITY VARIATIONS ALONG THE NORTH ANATOLIAN FAULT
  • Ali toygar;Aytac Cerkez(2019). Chapter 54. Saeid Bonab(Ed.),SECULAR GRAVITY VARIATIONS ALONG THE NORTH ANATOLIAN FAULT(pp.34-57).EMU, 3. doi:10.1112/exsy.12384
  • hasan(2019). Chapter 54.Multi-stage age estimation using two level fusions of handcrafted and learned features on facial images
Projects

Projects

  • Deep Learning based Classification of Alzheimer's and Parkinson's Diseases using Structural MRI ,[DAÜ ,BAP-C-02-21-01 (01.01.2022-01.01.2023) ]
  • Multimodal Emotion Recognition Using Deep Learning in Videos ,[Eastern Mediterranean University ,BAP-C-02-18-01 (01.06.2018-01.06.2019) ]
  • Iris Recognition System using Different Colour Channel Statistics ,[Eastern Mediterranean University ,BAP-A-08-01 (01.11.2008-01.11.2009) ]
  • Integrated Homeland Surveillance Security System ,[DAÜ ,BAP-A-08-01 (01.01.2008-01.01.2009) ]
  • Real-time Identity Verification System for Biometric Security Applications ,[TRNC Ministry of National Education and Culture ,MEKB-07-02 (06.12.2007-06.12.2008) ]
Awards

Awards

  • EMU Publication Citation Award (2021)
  • EMU Publication Citation Award (2020)
  • EMU Publication Citation Award (2019)
  • EMU Publication Citation Award (2018)
  • EMU Publication Citation Award (2017)

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