Gözde Yolcu

Sakarya University — Turkey

Computer Science · Physical Sciences

9h-index608citations23works8.52yr avg
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Research Topics

Face recognition and analysis(6), Face and Expression Recognition(5), Advanced Neural Network Applications(4), Emotion and Mood Recognition(4), Video Surveillance and Tracking Methods(3)

Publications22 total

Handwriting-Based Mathematical Assistant Software System Using Computer Vision Methods
Mathematics·2025Open Access
Deep learning-based automated garbage image classification using light-weight models
Journal of Scientific Reports-A·2025Open Access
On‐Device Brain Tumor Classification from MR Images Using Smartphone
Advanced Intelligent Systems·2025Open Access
Vision transformer and CNN-based skin lesion analysis: classification of monkeypox
Multimedia Tools and Applications·2024· 34 citedOpen Access
Deep Learning‐Based Skin Diseases Classification using Smartphones
Advanced Intelligent Systems·2023· 43 citedOpen Access
Deep Learning-based Road Segmentation & Pedestrian Detection System for Intelligent Vehicles
Sakarya University Journal of Computer and Information Sciences·2023Open Access
A hybrid LBP-DCNN based feature extraction method in YOLO: An application for masked face and social distance detection
Multimedia Tools and Applications·2022· 15 citedOpen Access
Human Monkeypox Classification from Skin Lesion Images with Deep Pre-trained Network using Mobile Application
Journal of Medical Systems·2022· 179 citedOpen Access
FACIAL EXPRESSION RECOGNITION on PARTIAL FACE IMAGES USING DEEP TRANSFER LEARNING
DergiPark (Istanbul University)·2022Open Access
A Multi-task Deep Learning System for Face Detection and Age Group Classification for Masked Faces
Sakarya University Journal of Science·2021· 1 citedOpen Access
Vision-based Road Segmentation for Intelligent Vehicles using Deep Convolutional Neural Networks
2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)·2021· 2 cited
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)·2019· 27 cited
Controlling of Virtual Mirror with Voice and Hand Motion
Sakarya University Journal of Computer and Information Sciences·2019Open Access
Facial expression recognition for monitoring neurological disorders based on convolutional neural network
Multimedia Tools and Applications·2019· 103 citedOpen Access
Deep learning-based face analysis system for monitoring customer interest
Journal of Ambient Intelligence and Humanized Computing·2019· 70 cited
iFER: facial expression recognition using automatically selected geometric eye and eyebrow features
Journal of Electronic Imaging·2018· 9 cited
Deep learning approaches in electron microscopy imaging for mitochondria segmentation
International Journal of Data Mining and Bioinformatics·2018· 3 cited
Deep learning approaches in electron microscopy imaging for mitochondria segmentation
International Journal of Data Mining and Bioinformatics·2018· 8 cited
Deep learning-based facial expression recognition for monitoring neurological disorders
2017· 50 cited
Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network
2017· 59 cited
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Frequent Co-authors

İsmail Öztel(14), Filiz Bunyak(7), Serap Kazan(6), Cemil Öz(6), Veysel Harun ŞAHİN(4), Ilker Ersoy(3), Tommi White(3), Kannappan Palaniappan(2), Teresa E. Lever(2), Devrim Akgün(1), M. Fatih Adak(1), U. Baris Ruzgar(1), Nejat Yumuşak(1), Halil Ibrahim Ustun(1), Mustafa Şahin Bülbül(1), Ahmet Alkan(1)