Do&#231;. Dr. ŞABAN &#214;ZT&#220;RK

ÖZTÜRK Ş., Özkaya U., Barstuğan M.

Biomedical Signal Processing and Control , cilt.68, 2021 (SCI-Expanded)

Classification of Coronavirus (COVID-19) from X-ray and CT images using shrunken features

International Journal of Imaging Systems and Technology , cilt.31, sa.1, ss.5-15, 2021 (SCI-Expanded)

Residual CNN + Bi-LSTM model to analyze GPR B scan images

Özkaya U., ÖZTÜRK Ş., Melgani F., Seyfi L.

Automation in Construction , cilt.123, 2021 (SCI-Expanded)

Random fully connected layered 1D CNN for solving the Z-bus loss allocation problem

Sindi H., Nour M., Rawa M., ÖZTÜRK Ş., Polat K.

Measurement: Journal of the International Measurement Confederation , cilt.171, 2021 (SCI-Expanded)

Attention-based end-to-end CNN framework for content-based X-ray image retrieval

ÖZTÜRK Ş., Alhudhaİf A., Polat K.

Turkish Journal of Electrical Engineering and Computer Sciences , cilt.29, ss.2680-2693, 2021 (SCI-Expanded)

Comparative regression analysis for estimating resonant frequency of C-like patch antennas

Ozkaya U., Yigit E., Seyfi L., ÖZTÜRK Ş., Singh D.

Mathematical Problems in Engineering , cilt.2021, 2021 (SCI-Expanded)

Residual LSTM layered CNN for classification of gastrointestinal tract diseases

ÖZTÜRK Ş., Özkaya U.

Journal of Biomedical Informatics , cilt.113, 2021 (SCI-Expanded)

Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit

YİĞİT E., Özkaya U., ÖZTÜRK Ş., Singh D., Gritli H.

Mobile Information Systems , cilt.2021, 2021 (SCI-Expanded)

Stacked auto-encoder based tagging with deep features for content-based medical image retrieval

Expert Systems with Applications , cilt.161, 2020 (SCI-Expanded)

Variants of Artificial Bee Colony algorithm and its applications in medical image processing

ÖZTÜRK Ş., Ahmad R., Akhtar N.

Applied Soft Computing Journal , cilt.97, 2020 (SCI-Expanded)

A healthcare evaluation system based on automated weighted indicators with cross-indicators based learning approach in terms of energy management and cybersecurity

Nour M., Sindi H., Abozinadah E., ÖZTÜRK Ş., Polat K.

International Journal of Medical Informatics , cilt.144, 2020 (SCI-Expanded)

Gastrointestinal tract classification using improved LSTM based CNN

ÖZTÜRK Ş., Özkaya U.

Multimedia Tools and Applications , cilt.79, sa.39-40, ss.28825-28840, 2020 (SCI-Expanded)

Skin Lesion Segmentation with Improved Convolutional Neural Network

ÖZTÜRK Ş., Özkaya U.

Journal of Digital Imaging , cilt.33, sa.4, ss.958-970, 2020 (SCI-Expanded)

Cell-type based semantic segmentation of histopathological images using deep convolutional neural networks

International Journal of Imaging Systems and Technology , cilt.29, sa.3, ss.234-246, 2019 (SCI-Expanded)

A convolutional neural network model for semantic segmentation of mitotic events in microscopy images

Neural Computing and Applications , cilt.31, sa.8, ss.3719-3728, 2019 (SCI-Expanded)

HIC-net: A deep convolutional neural network model for classification of histopathological breast images

Computers and Electrical Engineering , cilt.76, ss.299-310, 2019 (SCI-Expanded)

Effective histopathological image area reduction method for real-time applications

Journal of Electronic Imaging , cilt.27, sa.5, 2018 (SCI-Expanded)

Fuzzy logic-based segmentation of manufacturing defects on reflective surfaces

Neural Computing and Applications , cilt.29, sa.8, ss.107-116, 2018 (SCI-Expanded)

Real-time product quality control system using optimized Gabor filter bank

International Journal of Advanced Manufacturing Technology , cilt.96, sa.1-4, ss.11-19, 2018 (SCI-Expanded)

Phase classification of mitotic events using selective dictionary learning for stem cell populations

Computers and Electrical Engineering , cilt.67, ss.25-37, 2018 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

Hash Code Generation using Deep Feature Selection Guided Siamese Network for Content-Based Medical Image Retrieval

ÖZTÜRK Ş., YİĞİT E., ÖZKAYA U.

GAZI UNIVERSITY JOURNAL OF SCIENCE , cilt.34, sa.3, ss.733-746, 2021 (ESCI)

Dimension optimization of multi-band microstrip antennas using deep learning methods

ÖZKAYA U., SEYFİ L., ÖZTÜRK Ş.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.27, sa.2, ss.229-233, 2021 (ESCI)

Mozaiklenmiş İnsansız Hava Aracı Görüntülerinde Eksik Bölgelerin Exemplar İç Boyaması ile Elde Edilmesi

ÖZKAYA U., MAKİNECİ H. B., ÖZTÜRK Ş., ORHAN O.

GEOMATIK , sa.1, ss.61-68, 2021 (Hakemli Dergi)

Roof-KSA: Binaların Semantik Bölütlemesi İçin Az Parametreye Sahip Konvolüsyonel Sinir Ağı Modeli

ÖZKAYA U., ÖZTÜRK Ş.

Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , cilt.2, sa.2, ss.1094-1105, 2020 (Hakemli Dergi)

FUSED DEEP FEATURES BASED CLASSIFICATION FRAMEWORK FOR COVID-19 CLASSIFICATION WITH OPTIMIZED MLP

SELCUK UNIVERSITY JOURNAL OF ENGINEERING, SCIENCE AND TECHNOLOGY , cilt.8, ss.15-27, 2020 (Hakemli Dergi)

A Two-stage Whale Optimization Method for Classification of Parkinson s Disease Voice Recordings

ÖZTÜRK Ş., ÜNAL Y.

International Journal of Intelligent Systems and Applications in Engineering , cilt.8, sa.2, ss.84-93, 2020 (Scopus)

COMPARISON OF HOG, MSER, SIFT, FAST, LBP AND CANNY FEATURES FOR CELL DETECTION IN HISTOPATHOLOGICAL IMAGES

Helix , cilt.8, sa.3, ss.3321-3325, 2018 (Hakemli Dergi)

Detection of PCB Soldering Defects using Template Based Image Processing Method

International Journal of Intelligent Systems and Applications in Engineering , cilt.5, sa.4, ss.269-273, 2017 (Hakemli Dergi)

Control of a real-time humanoid robot based on gesture detection

AKDEMİR B., KULAKSIZ A. A., ÖZTÜRK Ş.

Electronics World , cilt.123, sa.1975, ss.34-37, 2017 (Scopus)

A Novel Isolated Filter Built with One Transistor for Industrial Devices

International Journal of Electronics and Electrical Engineering , cilt.4, sa.3, ss.226-230, 2016 (Hakemli Dergi)

Glass Surface Defects Detection with Wavelet Transforms

AKDEMİR B., ÖZTÜRK Ş.

International Journal of Materials, Mechanics and Manufacturing , cilt.3, sa.3, ss.170-173, 2015 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Focal Modulation Based End-to-End Multi-Label Classification for Chest X-Ray Image Classification

ÖZTÜRK Ş., ÇUKUR T.

31. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Türkiye, 5 - 08 Temmuz 2023

Comparison of Current Convolutional Neural Network Architectures for Classification of Damaged and Undamaged Cars

ÜNAL Y., ÖZTÜRK Ş., Dudak M. N., EKİCİ M.

Proceedings of the 2nd International Conference on Deep Learning, Artificial Intelligence and Robotics, İtalya, 07 Aralık 2020

Detailed Investigation and Comparison of Various Binarization Algorithms for Hashing

2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Türkiye, 11 - 13 Haziran 2021

Comparison of Pairwise Similarity Distance Methods for Effective Hashing

INTERNATIONAL CONFERENCE ON APPLIED SCIENTIFIC COMPUTATIONAL INTELLIGENCEUSING DATA SCIENCE, Hindistan, 22 - 23 Aralık 2020

Image Inpainting based Compact Hash Code Learning using Modified U-Net

2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Istanbul, Turkey, Türkiye, 22 - 24 Ekim 2020

Convolutional neural network based dictionary learning to create hash codes for content-based image retrieval

10th International Conference of Information and Communication Technology (ICICT-2020), Hindistan, 13 - 15 Kasım 2020

Siamese Network kullanarak İki Aşamalı Sıralı Kayıplara dayalı Otomatik Hash Kodu Üretimi

YİĞİT E., ÖZKAYA U., ÖZTÜRK Ş.

1st International Conference on Computer, Electrical and Electronics Sciences, Konya, Türkiye, 8 - 10 Ekim 2020, ss.39-46

Enhancement of Near Field GB-SAR Image Quality Using Beamwidth Filter

1st international conference on Computer,Electrical and Electronics Sciences, Konya, Türkiye, 8 - 10 Ekim 2020, ss.480-487

An Efficient Retinal Blood Vessel Segmentation using Morphological Operations

ÖZKAYA U., ÖZTÜRK Ş., SEYFİ L., AKDEMİR B.

2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, Türkiye, 19 - 21 Ekim 2018

Convolution Kernel Size Effect on Convolutional Neural Network in Histopathological Image Processing Applications

ÖZTÜRK Ş., ÖZKAYA U., AKDEMİR B., SEYFİ L.

International Symposium on Fundamentals of Electrical Engineering 2018, Bucharest, Romanya, 1 - 03 Kasım 2018

Weighting and Classification of Image Features using Optimization Algorithms

ÖZTÜRK Ş., ÖZKAYA U., AKDEMİR B., SEYFİ L.

International Symposium on Fundamentals of Electrical Engineering 2018, Bucharest, Romanya, 1 - 03 Kasım 2018

Effects of Histopathological Image Pre-processing on Convolutional Neural Networks

International Conference on Computational Intelligence and Data Science, Gurugram, Hindistan, 7 - 08 Nisan 2018, cilt.132, ss.396-403

Application of Feature Extraction and Classification Methods for Histopathological Image using GLCM, LBP, LBGLCM, GLRLM and SFTA

International Conference on Computational Intelligence and Data Science, Gurugram, Hindistan, 7 - 08 Nisan 2018, cilt.132, ss.40-46

Combining different image parts of instruments with image mosaicing

ÖZTÜRK Ş., ÖZKAYA U., AKDEMİR B., SEYFİ L., KULAKSIZ A. A.

4th International Scientific and Practical Conference «Problems of Infocommunications. Science and Technology», Kharkiv, Ukrayna, 9 - 12 Ekim 2017

Soft Tissue Sacromas Segmentation using Optimized OtsuThresholding Algorithms

ÖZTÜRK Ş., ÖZKAYA U., AKDEMİR B., SEYFİ L.

5th International Conference on New Frontiers of Engineering, Science, Management and Humanities, New Delhi, Hindistan, 17 Eylül 2017, ss.809-814

Automatic leaf segmentation using grey wolf optimizer based neural network

Electronics, 2017, Palang, Bangladeş, 19 - 21 Haziran 2017

NOVEL STRATEGIES FOR MPPT OPERATION

ÖZKAYA U., ÖZTÜRK Ş., SEYFİ L., AKDEMİR B.

INTERNATIONAL CONFERENCE ON ADVANCESIN SCIENCE AND ARTS ISTANBUL 2017, 22 - 31 Mart 2017

REGION ANALYSIS OF BURIED OBJECT BASED ON FULLY AUTOMATED IMAGE PROCESSING

ÖZKAYA U., ÖZTÜRK Ş., SEYFİ L., AKDEMİR B.

INTERNATIONAL CONFERENCE ON ADVANCESIN SCIENCE AND ARTS ISTANBUL 2017, 29 - 31 Mart 2017

Novel BiasFeed cellular neural network model for glass defect inspection

Control, Decision and Information Technologies (CoDIT), 2016 International Conference on, Saint Julian's, Malta, 6 - 08 Nisan 2016

Comparison of Edge Detection Algorithms for Texture Analysis on Glass Production