Loading
İsmail ÖZTEL

Doç.Dr.

İsmail ÖZTEL

Bilgisayar ve Bilişim Bilimleri Fakültesi

Bilgisayar Mühendisliği Bölümü

İletişim

ioztel@sakarya.edu.tr

(0264) 295 32 40

Sosyal Hesaplar

1.1 A-SCI, SCI-E VEYA SSCI KAPSAMINDAKİ (Q1 OLARAK TARANAN) DERGİLERDE YAYIMLANMIŞ ARAŞTIRMA YA DA DERLEME MAKALE :
1 Oztel, I; - Ensemble Deep Learning Approach for Brain Tumor Classification Using Vision Transformer and Convolutional Neural Network - ADVANCED INTELLIGENT SYSTEMS - Vol.0 - DOI : 10.1002/aisy.202500393 - SEP 2 - English - Article - 2025 - WOS:001561499100001
2 Oztel, I; Oztel, GY; Sahin, VH; - Deep Learning-Based Skin Diseases Classification using Smartphones - ADVANCED INTELLIGENT SYSTEMS - DOI : 10.1002/aisy.202300211 - SEP 19 - English - Article - 2023 - WOS:001066646400001
3 Sahin, Veysel Harun; Oztel, Ismail; Yolcu Oztel, Gozde; - Human Monkeypox Classification from Skin Lesion Images with Deep Pre-trained Network using Mobile Application - JOURNAL OF MEDICAL SYSTEMS - Vol.46 - ISSN : 0148-5598 - DOI : 10.1007/s10916-022-01863-7 - English - Article - 2022 - WOS:000865333700001
1.1 B- SCOPUS (Q1 OLARAK TARANAN) VEYA SCI, SCI-E, SSCI KAPSAMINDAKİ (Q2 OLARAK TARANAN) DERGİLERDE YAYIMLANMIŞ ARAŞTIRMA YA DA DERLEME MAKALE :
1 Oztel, GY; Oztel, I; Ceken, C; - Designing a Scalable YOLO-Based Decision Support Framework for Mitochondrial Analysis in EM Imaging - APPLIED SCIENCES-BASEL - Vol.16 - DOI : 10.3390/app16073455 - APR 2 - English - Article - 2026 - WOS:001738475700001
2 Oztel, Ismail; Oztel, Gozde Yolcu; Akgun, Devrim; - A hybrid LBP-DCNN based feature extraction method in YOLO: An application for masked face and social distance detection - MULTIMEDIA TOOLS AND APPLICATIONS - Vol.82 - pp.1565 - ISSN : 1380-7501 - DOI : 10.1007/s11042-022-14073-7 - English - Article - 2023 - WOS:000870644300002
3 Oztel, Ismail; Oztel, Gozde Yolcu; Akgun, Devrim; - A hybrid LBP-DCNN based feature extraction method in YOLO: An application for masked face and social distance detection - MULTIMEDIA TOOLS AND APPLICATIONS - ISSN : 1380-7501 - DOI : 10.1007/s11042-022-14073-7 - English - Article - 2022 - WOS:000870644300002
4 Yolcu, G; Oztel, I; Kazan, S; Oz, C; Bunyak, F; - Deep learning-based face analysis system for monitoring customer interest - JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING - Vol.11 - pp.237 - ISSN : 1868-5137 - DOI : 10.1007/s12652-019-01310-5 - English - Article - 2020 - WOS:000511907700015
5 Yolcu, G; Oztel, I; Kazan, S; Oz, C; Palaniappan, K; Lever, TE; Bunyak, F; - Facial expression recognition for monitoring neurological disorders based on convolutional neural network - MULTIMEDIA TOOLS AND APPLICATIONS - Vol.78 - pp.31581 - ISSN : 1380-7501 - DOI : 10.1007/s11042-019-07959-6 - English - Article - 2019 - WOS:000495400000027
1.1 D-SCOPUS (Q3 OLARAK TARANAN) VEYA SCI, SCI-E, SSCI KAPSAMINDAKİ (Q4 OLARAK TARANAN) DERGİLERDE YAYIMLANMIŞ ARAŞTIRMA YA DA DERLEME MAKALE :
1 Oztel, I; Yolcu, G; Ersoy, I; White, TA; Bunyak, F; - Deep learning approaches in electron microscopy imaging for mitochondria segmentation - INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS - Vol.21 - pp.91 - ISSN : 1748-5673 - English - Article - 2018 - WOS:000451832900001
2 Oztel, I; Yolcu, G; Oz, C; Kazan, S; Bunyak, F; - iFER: facial expression recognition using automatically selected geometric eye and eyebrow features - JOURNAL OF ELECTRONIC IMAGING - Vol.27 - ISSN : 1017-9909 - DOI : 10.1117/1.JEI.27.2.023003 - English - Article - 2018 - WOS:000428116900003
1.2 B- ESCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ ARAŞTIRMA YA DA DERLEME MAKALE :
1 İsmail Öztel, Celal Çeken - Design and Implementation of a General-Purpose and Scalable Decision Support System Framework - Sakarya University Journal of Computer and Information Sciences - Vol.9 - DOI : 10.35377/saucis...1702760 - 2026
2 Gözde Yolcu Öztel, İsmail Öztel - Deep Learning-based Road Segmentation & Pedestrian Detection System for Intelligent Vehicles - Sakarya University Journal of Computer and Information Sciences - Vol.6 - pp.22 - ISSN : 2636-8129 - DOI : 10.35377/saucis...1170902 - 2023
1.3-ULAKBİM TR-DİZİN TARAFINDAN TARANAN ULUSAL HAKEMLİ DERGİLERDE YAYIMLANMIŞ MAKALE :
1 Yolcu, G., Öztel, İ., Şahi̇n, V. - FACIAL EXPRESSION RECOGNITION on PARTIAL FACE IMAGES USING DEEP TRANSFER LEARNING - Journal of scientific reports-A (Online) - pp.118 - eng - paper - 2022 - TRDizin
2 Yolcu, G., Öztel, İ. - A Multi-task Deep Learning System for Face Detection and Age Group Classification for Masked Faces - Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi - pp.1394 - DOI : 10.16984/saufenbilder.981927 - eng - paper - 2021 - TRDizin
3 Şahi̇n, V., Öztel, İ. - Developing a Message Broadcasting System for Natural Disasters - Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi - pp.13 - DOI : 10.29137/umagd.664730 - eng - paper - 2021 - TRDizin
4 İsmail Öztel, Cemil Öz - Traffic Education for Inexperienced Drivers with Virtual Driving Simulator - SAKARYA UNIVERSITY JOURNAL OF COMPUTER AND INFORMATION SCIENCES - Vol.2 - pp.82-88 - ISSN : 2636-8129 - DOI : 10.35377/saucis.02.02.593888 - 2019
5 İsmail ÖZTEL; Cemil ÖZ; - Developing a virtual driving simulator for educational purposes - BALKAN JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING - Vol.2 - pp.51-54 - ISSN : 2147-284X - 2014
1.4-DİĞER ULUSLARARASI HAKEMLİ DERGİLERDE YAYIMLANMIŞ BİLİMSEL/SANATSAL MAKALE :
1 İsmail Öztel, Celal Çeken - Scalable pipelines for instant object detection: deploying YOLO models with Apache Kafka for high-throughput inference - Vestnik of M. Kozybayev North Kazakhstan University - Vol.66 - pp.196 - DOI : 10.54596/2958-0048-2025-2-194-206 - 2025
2 İsmail ÖZTEL, Gözde YOLCU, Cemil OZ, Serap KAZAN - Facial Expression Recognition with Robust Feature Selection - The Online Journal of Science and Technology - Vol.8 - pp.83-91 - ISSN : 2146-7390 - 2018
3 Gözde Yolcu, İsmail Öztel, Serap Kazan, Cemil Öz, Filiz Bunyak - Facial Component Segmentation using Convolutional Neural Network - The Online Journal of Science and Technology - Vol.8 - pp.84-88 - ISSN : 2146-7390 - 2018
4 İsmail ÖZTEL; Cemil ÖZ; - Facial Emotion Recognition with Facial Analysis - International Journal of Scientific Engineering and Applied Science - Vol.1 - pp.390-394 - ISSN : 2395-3470 - 2015
7.2-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE TAM METİN OLARAK YAYIMLANAN TEBLİĞ :
1 Rabia Ayşe Güzel, İsmail Öztel - Parameter-Efficient Upper-Body Posture Classification Using Angle-Based Feature Extraction - 2026
2 ÖZTEL İSMAİL - Brain Tumor Detection in Axial Mr Images With Yolo Models: Performance Analysis From Yolov8 To Yolov11 - 2025
3 İsmail Öztel - Human Detection System using Different Depths of the Resnet-50 in Faster R-CNN - 2020
4 Oztel, I; Yolcu, G; Oz, C; - Performance Comparison of Transfer Learning and Training from Scratch Approaches for Deep Facial Expression Recognition - 2019 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK) - pp.290 - 2019 - English - Proceedings Paper - 2019 - WOS:000609879900055
5 Ismail OZTEL, Gozde YOLCU, Cemil OZ, Serap KAZAN - Facial Expression Recognition with Robust Feature Selection - 2017
6 Gozde YOLCU, Ismail OZTEL, Serap KAZAN, Cemil OZ, Filiz BUNYAK - Facial Component Segmentation using Convolutional Neural Network - 2017
7 Gozde YOLCU, İsmail ÖZTEL, Serap KAZAN, Cemil ÖZ, Kannappan PALANIAPPAN, Teresa E. LEVER, Filiz BUNYAK - Deep Learning-based Facial Expression Recognition for Monitoring Neurological Disorders - 2017
8 İsmail ÖZTEL, Gözde YOLCU, İlker ERSOY, Tommi WHITE, Filiz BUNYAK - Mitochondria Segmentation in Electron Microscopy Volumes using Deep Convolutional Neural Network - 2017
9 İSMAİL ÖZTEL; HÜSEYİN ESKİ; CEMİL ÖZ; - Developing Natural User Interface for Windows Operating System Using Kinect - 2014
10 CEMİL ÖZ; İSMAİL ÖZTEL; - HUMAN MOTION RECOGNITION SYSTEM FOR ERGONOMIC ANALYSIS USING THE KINECT SENSOR - 2014
11 ÖZTEL İSMAİL,ESKİ HÜSEYİN,ÖZ CEMİL - Developing Natural User Interface for Windows Operating System Using Kinect - 2014
7.3-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE ÖZET METİN OLARAK YAYIMLANAN TEBLİĞ :
1 İsmail ÖZTEL, Cemil ÖZ - Developing Virtual Driving Simulator for Educational Purposes - 8.11.2013 - 2013
7.4-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA POSTER OLARAK SUNULAN VE YAYIMLANAN TEBLİĞ :
1 Gözde Yolcu, İsmail Öztel, Serap Kazan, Cemil Öz, Kannappan Palaniappan, Teresa Lever, Filiz Bunyak - Facial Expression Recognition using Deep Convolutional Neural Network for Monitoring Neurological Disorders - 2018
2 İsmail Öztel, Gözde Yolcu, İlker Ersoy, Tommi White, Filiz Bunyak - Deep Learning-based Mitochondria Segmentation in Electron Microscopy Volumes - 2018
3 Ismail Oztel, Gozde Yolcu, Ilker Ersoy, Tommi White, Filiz Bunyak - Segmentation of Mitochondria in Electron Microscopy Volumes using Deep Learning - 2017
3.5-ULUSAL YAYINEVLERİ TARAFINDAN YAYIMLANMIŞ ÖZGÜN KİTAP (BİLİMSEL VEYA DERS KİTABI) :
1 ÇEKEN CELAL,YOLCU ÖZTEL GÖZDE,ÖZTEL İSMAİL,ŞAHİN VEYSEL HARUN - İLİŞKİSEL VERİTABANI YÖNETİM SİSTEMLERİ VE UYGULAMALARI - PALME - 2025
3.8-KİTAP BÖLÜM ÇEVİRİSİ :
1 Yapay Zeka: Modern Bir Yaklaşım - Palme Yayınevi - 2023
2.3 C-TÜBİTAK (1001, 1003, 1005, 1505, 2232, 2236, 2244, 2247, 3005, 3501), BOREN, SSB, TENMAK, TAGEM, VEYA TÜSEB B PROJESİNDE DANIŞMAN/BURSİYER OLMAK :
1 YUSUF SEDAT SAĞALTICI, İSMAİL ÖZTEL - Manipüle edilerek sentezlenmiş veriyi yüksek doğrulukla tespit etme, ilişkilendirme ve karakterize etmek için anlamsal algoritmaların kullanılması - Vol.0 - DOI : Tamamlandı - 2025
2.4 B-TÜBİTAK (1002, 3001) VE TÜSEB A DESTEKLİ PROJEDE ARAŞTIRMACI OLMAK :
1 Onur Taydaş, Abdulkadir Tunç, Veysel Harun Şahin, Gözde Yolcu Öztel, İsmail Öztel - Multipl Skleroz Hastalarının Beyin Mr Görüntülerindeki Lezyonların Otomatik Tespiti Ve Takibi İçin Yapay Zeka Tabanlı Yazılım Sisteminin Geliştirilmesi - DOI : Beklemede - 125S507 - 2025
2.13 A-BAŞARIYLA TAMAMLANAN YÜKSEKÖĞRETİM KURUMLARI TARAFINDAN DESTEKLENMİŞ BİLİMSEL ARAŞTIRMA PROJESİNDE (YALNIZCA AR-GE NİTELİĞİNDEKİ PROJELER-LİSANSÜSTÜ TEZ PROJELERİ HARİÇ) YÜRÜTÜCÜ OLMAK :
1 Bilimsel Araştırmalara Açık Yüz Veri Tabanları Üzerinde Yüz İfadesi Tespiti - 2020-9-33-43 - 2020
2.13 B-BAŞARIYLA TAMAMLANAN YÜKSEKÖĞRETİM KURUMLARI TARAFINDAN DESTEKLENMİŞ BİLİMSEL ARAŞTIRMA PROJESİNDE (YALNIZCA AR-GE NİTELİĞİNDEKİ PROJELER) ARAŞTIRMACI OLMAK :
1 Derin Öğrenmede Transfer Eğitim Ve Sıfırdan Eğitim Yaklaşımlarının Performans Değerlendirmesi - 2019-8-29-193 - 2019
2.14-TÜBİTAK DESTEKLİ VE TUSEB PROJELERİNDE PANELİST, DIŞ DANIŞMAN, GÖZLEMCİ PANELİST OLMAK (EN FAZLA 60 PUAN ALINABİLİR.) :
1 2209A_ 2024_1 Panel_2527 - 2025
2 EEEAG - ELEKTRİK,ELEKTRONİK VE ENFORMATİK ARAŞTIRMA DESTEK GRUBU - 2023
2.15-TÜBİTAK 2209-A, 2209-B, 2242 PROJELERİNDE DANIŞMAN OLMAK :
1 Nihad Asgarov, Hüseyin Yaman, Eren Dinç, İsmail Öztel - Web tabanli yapay zeka destek sistemi ile beyin tümörü sınıflandırma sistem - DOI : Devam Ediyor - 2025
2 Korhan Temiz, Yahya Halil, Ali Sonat Bulut, İsmail Öztel - Gelişim Yetersizliği Olan Bireylerde Deprem Güvenlik Eğitimi: VR Destekli Mobil Eğitim Uygulaması - DOI : Devam Ediyor - 2025
6.1 A-BAKANLIK, YÖK VE TÜBİTAK DESTEKLİ YURT DIŞI ARAŞTIRMA FAALİYETİ (EN AZ 6 AY) :
1 İsmail Öztel, Gözde Yolcu Öztel, Filiz Bunyak - DOI : Bitti - 2017
9.10-SSCI, SCI-EXP, AHCI, SCOPUS KAPSAMINDAKİ DERGİLERDE HAKEMLİK :
1 Signal, Image and Video Processing - 2026
2 Sakarya University Journal of Computer and Information Sciences - 2026
3 Signal, Image and Video Processing - 2026
4 Scientific Reports - 2026
5 Sakarya University Journal of Computer and Information Sciences - 2026
6 Sakarya University Journal of Computer and Information Sciences - 2026
7 Expert Systems With Applications - 2025
8 Sakarya University Journal of Computer and Information Sciences - 2025
9 Sakarya University Journal of Computer and Information Sciences - 2025
10 Sakarya University Journal of Computer and Information Sciences - 2025
11 World Wide Web Internet and Web Information Systems - 2025
12 Signal, Image and Video Processing - 2025
13 Digital Health - 2024
14 Journal of Electronic Imaging - 2024
15 Journal of King Saud University - Computer and Information Sciences - 2024
16 Multimedia Tools and Applications - 2024
17 Scientific Reports - 2023
18 Engineering Applications of Artificial Intelligence - 2023
19 Expert Systems With Applications - 2023
20 Imaging Science Journal - 2023
21 Cybernetics and Systems - 2023
22 Expert Systems With Applications - 2022
23 Journal of King Saud University - Computer and Information Sciences - 2022
24 Engineering Applications of Artificial Intelligence - 2022
25 Expert Systems With Applications - 2021
26 Pattern Recognition Letters - 2021
27 Computers in Biology and Medicine - 2021
28 Knowledge-Based Systems - 2021
29 ICT Express - 2021
30 Journal of King Saud University - Computer and Information Sciences - 2021
31 Computers in Biology and Medicine - 2020
32 IEEE Transactions on Medical Imaging - 2020
33 Computational Materials Science - 2020
34 Turkısh Journal Of Electrıcal Engıneerıng & Computer Scıences - 2020
35 Cognitive Systems Research - 2020
36 Journal of Electronic Imaging - 2019
37 Journal of Electronic Imaging - 2018
9.12-DİĞER ULUSLARARASI ENDEKSLERİNDEKİ DERGİLERDE HAKEMLİK :
1 Konya Journal of Engineering Sciences - 2026
2 Bilgisayar Bilimleri ve Mühendisliği Dergisi - 2025
3 The Computer Science and Engineering Journal - 2025
4 International Journal of Computational and Experimental Science and Engineering - 2025
5 International Journal of Computational and Experimental Science and Engineering - 2024
6 Journal of Medical Engineering & Technology - 2024
7 Journal of Intelligent Systems: Theory and Applications - 2022
8 Sakarya University Journal of Science - 2022
9 Academic Platform - Journal of Engineering and Science - 2021
10 Gumushane University Journal of Science and Technology Institute - 2021
11 Sakarya University Journal of Computer and Information Sciences - 2020
12 Sakarya University Journal of Science - 2019
9.13-ULAKBİM, TR-DİZİN TARAFINDAN TARANAN ULUSAL HAKEMLİ DERGİLERDE HAKEMLİK :
1 Acta Infologica - 2025
BİLDİRİLER
Brain Tumor Detection in Axial Mr Images With Yolo Models: Performance Analysis From Yolov8 To Yolov11
Human Detection System using Different Depths of the Resnet-50 in Faster R-CNN
Performance Comparison of Transfer Learning and Training from Scratch Approaches for Deep Facial Expression Recognition
Facial Expression Recognition using Deep Convolutional Neural Network for Monitoring Neurological Disorders
Deep Learning-based Mitochondria Segmentation in Electron Microscopy Volumes
Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network
Deep learning-based facial expression recognition for monitoring neurological disorders
Facial Component Segmentation using Convolutional Neural Network
Facial Expression Recognition with Robust Feature Selecetion
Segmentation of Mitochondria in Electron Microscopy Volumes using Deep Learning
Developing Natural User Interface for Windows Operating System Using Kinect
Human Motion Recognition System for Ergonomic Analysis using the Kinect Sensor
Developing a virtual driving simulator for educational purposes
MAKALELER
Scalable pipelines for instant object detection: deploying YOLO models with Apache Kafka for high-throughput inference
Ensemble Deep Learning Approach for Brain Tumor Classification Using Vision Transformer and Convolutional Neural Network
Deep Learning‐Based Skin Diseases Classification using Smartphones
Deep Learning-based Road Segmentation & Pedestrian Detection System for Intelligent Vehicles
A hybrid LBP-DCNN based feature extraction method in YOLO: An application for masked face and social distance detection
Human Monkeypox Classification from Skin Lesion Images with Deep Pre-trained Network using Mobile Application
FACIAL EXPRESSION RECOGNITION on PARTIAL FACE IMAGES USING DEEP TRANSFER LEARNING
Developing a Message Broadcasting System for Natural Disasters
A multi-task Deep Learning System for Face Detection and Age Group Classification for Masked Faces
Deep learning-based face analysis system for monitoring customer interest
Facial expression recognition for monitoring neurological disorders based on convolutional neural network
Traffic Education for Inexperienced Drivers with Virtual Driving Simulator
Facial expression recognition for monitoring neurological disorders based on convolutional neural network
Facial Expression Recognition with Robust Feature Selection
Facial Component Segmentation using Convolutional Neural Network
iFER: facial expression recognition using automatically selected geometric eye and eyebrow features
Deep learning approaches in electron microscopy imaging for mitochondria segmentation
Facial Emotion Recognition with Facial Analysis
Developing a virtual driving simulator for educational purposes
ARAŞTIRMA PROJELERİ
Multipl Skleroz Hastalarının Beyin MR Görüntülerindeki Lezyonların Otomatik Tespiti ve Takibi İçin Yapay Zeka Tabanlı Yazılım Sisteminin Geliştirilmesi (PROJE NO: 125S507, yeni kabul)
Web tabanli yapay zeka destek sistemi ile beyin tümörü sınıflandırma sistemi (TÜBİTAK 2209-A)
Gelisim Yetersizligi Olan Bireylerde Deprem Güvenlik Egitimi: VR Destekli Mobil Egitim Uygulaması (TÜBİTAK 2209-A)
Bilimsel Araştırmalara Açık Yüz Veri Tabanları Üzerinde Yüz İfadesi Tespiti
KİTAPLAR
İLİŞKİSEL VERİTABANI YÖNETİM SİSTEMLERİ VE UYGULAMALARI
Yapay Zeka Modern Bir Yaklaşım
EDİTÖRLÜK VE HAKEMLİK
BPM and EAR Based Driver Drowsiness Detection : A Machine Learning Perspective
UZMANLIK ALANLARI
Yapay Zeka ,Görüntü İşleme ,Biyoenformatik