Publications
Research publications sorted by year and category. Includes journal articles, conference papers, and collaborative work.
2025
- Two-phase deep learning method for image fusion-based extended depth of focusThe Journal of Supercomputing, 2025
- Enhanced Multi-Head Self-Attention Transformer-Based Method for Prediction of Drug-Drug InteractionsIn 2025 13th International Symposium on Digital Forensics and Security (ISDFS), 2025
2024
- Dl-edof: Novel multi-focus image data set and deep learning-based approach for more accurate and specimen-free extended depth of focusJournal of Imaging Informatics in Medicine, 2024
- Cross-view Gait Recognition Based on Fine-Tuned Deep NetworksIn 2024 32nd Signal Processing and Communications Applications Conference (SIU), 2024
- Selecting the Best Frames from Videos for Palmprint Biometric VerificationIn 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), 2024
- Performance Improvement in Blood Cell Segmentation with Deep Learning-based Image Fusion ApproachIn 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), 2024
- Extracting 3D Structure of Blood Cells Using Shape From Focus StrategiesIn 2024 Innovations in Intelligent Systems and Applications Conference (ASYU), 2024
- KAN HÜCRELERİNİN OPTİMUM ODAKLI GÖRÜNTÜLENMESİ İÇİN DERİN ÖĞRENME TABANLI YAKLAŞIMIN GELİŞTİRİLMESİKahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi, 2024
- High-Accuracy Hand Segmentation for Palmprint Biometric Systems Improving Auto-Encoder TechniquesIn 2024 8th International Symposium on Innovative Approaches in Smart Technologies (ISAS), 2024
2023
- 3B Şekil Oluşturmak için Alt Örneklemesiz Shearlet Dönüşümüne Dayalı Yeni ve Yüksek Kaliteli Odaklama Ölçüm OperatörüMühendislik Bilimleri ve Araştırmaları Dergisi, 2023
- İlaç-İlaç Etkileşimi Tahmini için Konvolüsyonel Sinir Ağı Tabanlı Yeni Bir YaklaşımSüleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2023
- An Extensive Study: Creation of A New Inverted Microscope Image Data Set and Improving Auto-Encoder Models for Higher Accuracy Segmentation of HaCaT Cell Culture LineIn 2023 5th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), 2023
- Deep Learning Based Focus Measurement Operator for 3D Imaging in Microscopic SystemsIn 2023 31st Signal Processing and Communications Applications Conference (SIU), 2023
- Anomaly detection in predicted water treatment data using hybrid cnn-lstm network modelIn 2023 31st Signal Processing and Communications Applications Conference (SIU), 2023
- Kontrastlı Mamografi Görüntülerinde Kitlelerin Şekil ve Birinci Dereceden İstatistiksel Özniteliklere Dayalı SınıflandırmasıIn 2023 31st Signal Processing and Communications Applications Conference (SIU), 2023
- Floresan Mikroskop Sistemlerinde Yüksek Doğruluklu Nükleer Segmentasyonu için Otomatik Kodlayıcı Tabanlı Modellerin GeliştirilmesiKaradeniz Fen Bilimleri Dergisi, 2023
- A hybrid CNN-LSTM framework for unsupervised anomaly detection in water distribution plantIn 2023 Innovations in Intelligent Systems and Applications Conference (ASYU), 2023
- An efficient 1d autoencoder-based approach for r-peaks detection in electrocardiogram signalsIn 2023 10th International Conference on Electrical and Electronics Engineering (ICEEE), 2023
- ODAKLAMA DERİNLİĞİNİN ARTIRILMASINDA DERİN ÖZELLİKLERİN ODAKLAMA DEĞERLERİNİN ÇIKARILMASINDAKİ ETKİLERİNİN İNCELENMESİEskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, 2023
- An Efficient Technique Based on Deep Learning for Automatic Focusing in Microscopic SystemIn International Congress of Electrical and Computer Engineering, 2023
2022
- Segmentation of Pectoral Muscle Region in MLO Mammography Images by Backboned U-NetIn 2022 30th Signal Processing and Communications Applications Conference (SIU), 2022
2021
2018
- Elektronik Sağlık Kayıtlarının WCF Web Servisleri Kullanılarak Aktarılması ve DepolanmasıSüleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2018
- R-peaks detection with convolutional neural network in electrocardiogram signalIn 2018 26th Signal Processing and Communications Applications Conference (SIU), 2018
2017
- Real time sending and monitoring electronic health recordsIn 2017 25th Signal Processing and Communications Applications Conference (SIU), 2017
2016
- Health-monitoring system based tele-tip for eldersIn 2016 Medical Technologies National Congress (TIPTEKNO), 2016
- Remote patient monitoring and Electronic Health Record system based on web servicesIn 2016 24th Signal Processing and Communication Application Conference (SIU), 2016
2015
- Virtual mouse control with hand gesture information extraction and trackingIn 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
- Neural network based scalar speed control of linear permanent magnet synchronous motorJournal of the Faculty of Engineering and Architecture of Gazi University, 2015
2014
- Computer monitoring and control with hand movementsIn 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
- Performance Analysis of Linear Permanent Magnets Synchronous Motor by Scalar Control Method (v/f)Applied Mechanics and Materials, 2014