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İsmail ÖZTEL

Dr.Öğr.Üyesi

İsmail ÖZTEL

Bilgisayar ve Bilişim Bilimleri Fakültesi

Bilgisayar Mühendisliği Bölümü

İletişim

ioztel@sakarya.edu.tr

(0264) 295 32 40

Sosyal Hesaplar

7-BİLDİRİLER :
1 ÖZTEL İSMAİL - Human Detection System using Different Depths of the Resnet-50 in Faster R-CNN - pp.1 - DOI : 10.1109/ISMSIT50672.2020.9255109 - İngilizce - 2020
2 ÖZTEL İSMAİL,ÖZ CEMİL - Human Motion Recognition System for Ergonomic Analysis using the Kinect Sensor - İngilizce - 2014
3 ÖZTEL İSMAİL,ESKİ HÜSEYİN,ÖZ CEMİL - Developing Natural User Interface for Windows Operating System Using Kinect - İngilizce - 2014
4 ÖZTEL İSMAİL,ÖZ CEMİL - Developing a virtual driving simulator for educational purposes - İngilizce - 2013
1.1 A-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q1 OLARAK TARANAN DERGİDE) :
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-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q2 OLARAK TARANAN DERGİDE) :
1 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
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 - ISSN : 1380-7501 - DOI : 10.1007/s11042-022-14073-7 - English - Article - 2022 - WOS:000870644300002
3 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
4 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-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q4 OLARAK TARANAN DERGİDE) :
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-ESCI VE/VEYA SCOPUS KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE :
1 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-ÜAK VE SAKARYA ÜNİVERSİTESİ SENATOSU TARAFINDAN BELİRLENEN ULUSLARARASI ALAN ENDEKSLERİNDE TARANAN DERGİLERDE YAYIMLANMIŞ VEYA ULAKBİM, TR-DİZİN TARAFINDAN TARANAN ULUSAL HAKEMLİ DERGİLERDE YAYIMLANMIŞ MAKALE :
1 Yolcu, G., Oztel, I. - Deep Learning-based Road Segmentation & Pedestrian Detection System for Intelligent Vehicles - Sakarya University Journal of Computer and Information Sciences (Online) - pp.22 - DOI : 10.35377/saucis...1170902 - eng - paper - 2023 - TRDizin
2 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
3 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
4 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
5 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
6 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 ÖZTEL İSMAİL - Brain Tumor Detection in Axial Mr Images With Yolo Models: Performance Analysis From Yolov8 To Yolov11 - 2025
2 İsmail Öztel - Human Detection System using Different Depths of the Resnet-50 in Faster R-CNN - 2020
3 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
4 Ismail OZTEL, Gozde YOLCU, Cemil OZ, Serap KAZAN - Facial Expression Recognition with Robust Feature Selection - 2017
5 Gozde YOLCU, Ismail OZTEL, Serap KAZAN, Cemil OZ, Filiz BUNYAK - Facial Component Segmentation using Convolutional Neural Network - 2017
6 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
7 İsmail ÖZTEL, Gözde YOLCU, İlker ERSOY, Tommi WHITE, Filiz BUNYAK - Mitochondria Segmentation in Electron Microscopy Volumes using Deep Convolutional Neural Network - 2017
8 İSMAİL ÖZTEL; HÜSEYİN ESKİ; CEMİL ÖZ; - Developing Natural User Interface for Windows Operating System Using Kinect - 2014
9 CEMİL ÖZ; İSMAİL ÖZTEL; - HUMAN MOTION RECOGNITION SYSTEM FOR ERGONOMIC ANALYSIS USING THE KINECT SENSOR - 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-TÜBA, TÜBİTAK (1001, 1003, 1004,1005, 1505, 1007, 2244, 3005, 2232, 2236, 3501, 1071, COST), ERA-NET, ULUSLARARASI İKİLİ VE ÇOKLU İŞ BİRLİKLERİ, BİRLEŞMİŞ MİLLETLER, BOREN, SSB, STB, TENMAK, TAGEM, TÜSEB, DİĞER BAKANLIKLAR TARAFINDAN DESTEKLİ PROJEDE 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
2.13 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 PROJEDE PANELİST, DIŞ DANIŞMAN, GÖZLEMCİ PANELİST OLMAK (EN FAZLA 100 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 (EN FAZLA 100 PUAN ALINABİLİR.) :
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-YURT DIŞI ARAŞTIRMA / GÖZLEM 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 Expert Systems With Applications - 2025
2 World Wide Web Internet and Web Information Systems - 2025
3 Signal, Image and Video Processing - 2025
4 Sakarya University Journal of Computer and Information Sciences - 2025
5 Sakarya University Journal of Computer and Information Sciences - 2025
6 Digital Health - 2024
7 Multimedia Tools and Applications - 2024
8 Journal of Electronic Imaging - 2024
9 Journal of King Saud University - Computer and Information Sciences - 2024
10 Expert Systems With Applications - 2023
11 Imaging Science Journal - 2023
12 Cybernetics and Systems - 2023
13 Scientific Reports - 2023
14 Engineering Applications of Artificial Intelligence - 2023
15 Expert Systems With Applications - 2022
16 Journal of King Saud University - Computer and Information Sciences - 2022
17 Engineering Applications of Artificial Intelligence - 2022
18 Sakarya University Journal of Science - 2022
19 Gumushane University Journal of Science and Technology Institute - 2021
20 Knowledge-Based Systems - 2021
21 ICT Express - 2021
22 Journal of King Saud University - Computer and Information Sciences - 2021
23 Computers in Biology and Medicine - 2021
24 Expert Systems With Applications - 2021
25 Pattern Recognition Letters - 2021
26 Turkısh Journal Of Electrıcal Engıneerıng & Computer Scıences - 2020
27 Cognitive Systems Research - 2020
28 Computers in Biology and Medicine - 2020
29 IEEE Transactions on Medical Imaging - 2020
30 Computational Materials Science - 2020
31 Sakarya University Journal of Computer and Information Sciences - 2020
32 Journal of Electronic Imaging - 2019
33 Journal of Electronic Imaging - 2018
9.12-ULUSLARARASI ALAN ENDEKSLERİNDEKİ DERGİLERDE HAKEMLİK :
1 International Journal of Computational and Experimental Science and Engineering - 2025
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 - 2024
5 Journal of Medical Engineering & Technology - 2024
6 Journal of Intelligent Systems: Theory and Applications - 2022
7 Academic Platform - Journal of Engineering and Science - 2021
8 Sakarya University Journal of Science - 2019
9.13-DİĞER ULUSAL VEYA ULUSLARARASI DERGİLERDE EDİTÖRLÜK VE HAKEMLİK :
1 Acta Infologica - 2025
2 Sakarya University Journal of Computer and Information Sciences - 2025
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 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
Deep Learning‐Based Skin Diseases Classification using Smartphones
FACIAL EXPRESSION RECOGNITION on PARTIAL FACE IMAGES USING DEEP TRANSFER LEARNING
Human Monkeypox Classification from Skin Lesion Images with Deep Pre-trained Network using Mobile Application
A multi-task Deep Learning System for Face Detection and Age Group Classification for Masked Faces
Developing a Message Broadcasting System for Natural Disasters
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
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
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