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Gözde YOLCU ÖZTEL

Dr.Öğr.Üyesi

Gözde YOLCU ÖZTEL

Bilgisayar ve Bilişim Bilimleri Fakültesi

Yazılım Mühendisliği Bölümü

İletişim

gyolcu@sakarya.edu.tr

+90 (264) 295 32 39

1.1 A-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q1 OLARAK TARANAN DERGİDE) :
1 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
2 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 - ISSN : 1868-5137 - DOI : 10.1007%2Fs12652-019-01310-5 - 2019
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; 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
2 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
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 Gözde Yolcu, 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 - 2023
2 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
3 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
4 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
5 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
6 Gozde Yolcu Öztel, İsmail Öztel - A Multi-task Deep Learning System for Face Detection and Age Group Classification for Masked Faces - Sakarya University Journal of Science - Vol.25/6 - pp.1391 - DOI : 10.16984/saufenbilder.981927 - 2021
7 GÖZDE YOLCU ÖZTEL; SERAP KAZAN; - Virtual Makeup Application Using Image Processing Methods - International Journal of Scientific Engineering and Applied Science - Vol.1 - pp.401-404 - ISSN : 2395-3470 - DOI : - 2015
8 GÖZDE YOLCU ÖZTEL; SERAP KAZAN; CEMİL ÖZ; - Real Time Virtual Mirror Using Kinect - Balkan Journal of Electrical & Computer Engineering - Vol.2 - pp.75-78 - ISSN : 2147-284X - DOI : - 2014
1.4-DİĞER ULUSLARARASI HAKEMLİ DERGİLERDE YAYIMLANMIŞ BİLİMSEL/SANATSAL MAKALE :
1 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
2 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
7.2-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE TAM METİN OLARAK YAYIMLANAN TEBLİĞ :
1 Gozde Yolcu Oztel - Vision-based Road Segmentation for Intelligent Vehicles using Deep Convolutional Neural Networks - 2021
2 İsmail Öztel, Gözde Yolcu, Cemil Öz - Performance Comparison of Transfer Learning and Training from Scratch Approaches for Deep Facial Expression Recognition - 2019
3 Ismail OZTEL, Gozde YOLCU, Cemil OZ, Serap KAZAN - Facial Expression Recognition with Robust Feature Selection - 2017
4 Gozde YOLCU, Ismail OZTEL, Serap KAZAN, Cemil OZ, Filiz BUNYAK - Facial Component Segmentation using Convolutional Neural Network - 2017
5 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
6 İsmail ÖZTEL, Gözde YOLCU, İlker ERSOY, Tommi WHITE, Filiz BUNYAK - Mitochondria Segmentation in Electron Microscopy Volumes using Deep Convolutional Neural Network - 2017
7 SERAP KAZAN; GÖZDE YOLCU ÖZTEL; NEVZAT TAŞBAŞI; - DT-CWT Based Face Recognition Using PNN and SVM - 2015
8 CEMİL ÖZ; SERAP KAZAN; GÖZDE YOLCU; ALİ CAN ŞAHİN - Real Time Hand Shape Recognition Wıth Ann Using Kinect - 2014
9 GÖZDE YOLCU; CEMİL ÖZ; TUĞRUL TAŞCI; - Developing and Establishing a Painting Program Controlled by Hand Motions Using Kinect - 2014
10 Adak M.F., Yolcu G., Ruzgar U.B., Yumusak N. - Finding Cuts Point of Textile Products Using Blob Analysis Method - 23-25 Ekim - 2013
11 Adak, MF; Yolcu, G; Ruzgar, UB; Yumusak, N; - International Conference on Application of Information and Communication Technologies - 2013 7TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT) - pp.314 - English - Proceedings Paper - 2013 - WOS:000345830600053
12 Kazan S., Akpınar M., Gülbağ A., Yolcu G. - İklim Verileri ile Zaman Tahmininde Makine Öğrenme Yöntemlerinin Karşılaştırılması - 13-15 Aralık - 2012
7.3-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE ÖZET METİN OLARAK YAYIMLANAN TEBLİĞ :
1 Yolcu G,Kazan S, Öz C, - Real Time Virtual Mirror Using Kinect - 6-8 Kasım 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
2.13 B-BAŞARIYLA TAMAMLANAN YÜKSEKÖĞRETİM KURUMLARI TARAFINDAN DESTEKLENMİŞ BİLİMSEL ARAŞTIRMA PROJESİNDE (YALNIZCA AR-GE NİTELİĞİNDEKİ PROJELER) ARAŞTIRMACI OLMAK :
1 Gözde Yolcu Öztel, Serap Kazan - Bilgisayar Görmesi Yöntemleri ile İnsan Davranışlarından Olay Yorumlama - Vol.10000TL - 2015-50-02-039 - 2019
2 Serap Kazan, Gözde Yolcu - Gerçek Zamanlı Kinect Destekli Sanal Ayna Tasarımı - Vol.3000TL - 2013-50-01-017 - 2013
14.2-ULUSLARARASI AKADEMİK ORGANİZASYON (KONGRE, SEMPOZYUM, YARIŞMA, PANEL VB. SANAT VE TASARIM ETKİNLİKLERİ, SPORTİF ORGANİZASYONLAR) YÜRÜTME/DÜZENLEME KURULUNDA YER ALMAK :
1 Facial expression recognition using computer vision methods - 2017-2018 - 2017
MAKALELER
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
Deep Learning-based Road Segmentation & Pedestrian Detection System for Intelligent Vehicles
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
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
Facial expression recognition for monitoring neurological disorders based on convolutional neural network
Controlling of Virtual Mirror with Voice and Hand Motion
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
Virtual Makeup Application Using Image Processing Methods
Real Time Virtual Mirror Using Kinect
BİLDİRİLER
2021 International Conference on Innovations in Intelligent SysTems and Applications (INISTA)
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
DT CWT Based Face Recognition Using PNN and SVM
Real Time Hand Shape Recognition Wıth Ann Using Kinect
Developing and Establishing a Painting Program Controlled by Hand Motions Using Kinect
Finding Cuts Point of Textile Products Using Blob Analysis Method
Real Time Virtual Mirror Using Kinect
UZMANLIK ALANLARI
Yapay Zeka