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Muhammed Fatih Talu Prof. Dr. İNÖNÜ ÜNİVERSİTESİ
Publication 51 Review 17 CrossRef Cited 64 TR Dizin Cited 64
51 Publication
17 Review
64 CrossRef Cited
64 TR Dizin Cited
0000-0003-1166-8404

Research Fields

Video Processing Machine Learning Image Processing Artificial Intelligence Data Structures and Algorithms Biomedical Diagnosis

Institution

İNÖNÜ ÜNİVERSİTESİ

Popular Publications

Su boru hatlarında sızıntı konum tespiti için genişletilmiş kalman filtresi tabanlı IMU sensör füzyonu uygulaması
Authors: Abdullah Erhan Akkaya , Muhammed Fatih Talu
Published: 2017 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.369872
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 2710

3

1

2710

Using a New Generative Adversarial Network in Brain Tumor Segmentation and Detection
Authors: Sara Altun Güven , Muhammed Fatih Talu
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1172664
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 737

0

1

737

MPROVIOT - Multi-Purpose IoT Rover Robot
Authors: Ahmet Bağbars , Muhammed Fatih Talu , Nuh Alpaslan
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1486465
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1454

0

1

1454

Performance Comparison of UNet and Alternative Models (Monai-UNet, WSN-UNet) in Image Segmentation Problem
Authors: Begüm Yetişkin , Selami Çalışkan , İsmail Güney , Çetin Erçelik , M. Fatih Talu
Published: 2026 , Journal of Polytechnic
DOI: 10.2339/politeknik.1660457
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 253

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1

253

Publications

Performance Comparison of UNet and Alternative Models (Monai-UNet, WSN-UNet) in Image Segmentation Problem
Authors: Begüm Yetişkin , Selami Çalışkan , İsmail Güney , Çetin Erçelik , M. Fatih Talu
Published: 2026 , Journal of Polytechnic
DOI: 10.2339/politeknik.1660457
FAVORITE 1 TOTAL DOWNLOAD COUNT 253

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253

A New Weight Initialization Scheme for Softplus Activation Function in Fully Connected FeedForward Neural Networks
Authors: Mehmet Murat Turhan , Emrah Dönmez , Muhammed Fatih Talu
Published: 2025 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1717780
FAVORITE 0 TOTAL DOWNLOAD COUNT 259

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259

The Method of Positioning the Insertion Axis of The Implant Material Used in The Union of Broken Bones and the Development of the 3D Slicer Add-On Software
Authors: Muhammed Fatih Talu , Oktay Belhan
Published: 2025 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1600646
FAVORITE 0 TOTAL DOWNLOAD COUNT 367

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367

A Residual Neural Network with a Novel Orthogonal Regularization for Covid-19 Diagnosis using X-ray images
Authors: Kazım Fırıldak , Gaffari Çelik , Muhammed Fatih Talu
Published: 2025 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1661900
FAVORITE 0 TOTAL DOWNLOAD COUNT 542

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542

Automatic Generation of Vascular Risk Maps for Trajectory Planning in Stereotactic Interventions
Authors: Mustafa Şahin , Muhammed Fatih Talu , Sait Öztürk
Published: 2025 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1602191
FAVORITE 0 TOTAL DOWNLOAD COUNT 289

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289

A New Targeting System for Calculating a Trajectory Risk Map According to the Cerebral Vascular Tree
Authors: Mustafa Şahin , Muhammed Fatih Talu
Published: 2024 , Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 374

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374

SimCLR-based Self-Supervised Learning Approach for Limited Brain MRI and Unlabeled Images
Authors: Kazım Fırıldak , Gaffari Çelik , Muhammed Fatih Talu
Published: 2024 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1558069
FAVORITE 0 TOTAL DOWNLOAD COUNT 1009

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1009

Multi-scale Residual Segmentation Network for Histopathological Image
Authors: Zehra Bozdağ , Muhammed Fatih Talu
Published: 2024 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1500666
FAVORITE 0 TOTAL DOWNLOAD COUNT 615

0

615

MPROVIOT - Multi-Purpose IoT Rover Robot
Authors: Ahmet Bağbars , Muhammed Fatih Talu , Nuh Alpaslan
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1486465
FAVORITE 1 TOTAL DOWNLOAD COUNT 1454

1

1454

Deep learning-based automatic planning with risk minimization for brain tumor biopsy
Authors: Mustafa Şahin , Emrullah Şahin , Edanur Özdemir , Fatih Talu , Sait Öztürk
Published: 2024 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1348325
FAVORITE 0 TOTAL DOWNLOAD COUNT 1143

0

1143

Image-to-Image Translation with CNN Based Perceptual Similarity Metrics
Authors: Sara Altun Güven , Emrullah Şahin , Muhammed Fatih Talu
Published: 2024 , Computer Science
DOI: 10.53070/bbd.1429596
FAVORITE 0 TOTAL DOWNLOAD COUNT 1152

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1152

A NEW ORTOGONAL REGULARIZATION APPROACH FOR DEEP NETWORKS
Authors: Kazım Fırıldak , Gaffari Çelik , Muhammed Fatih Talu
Published: 2024 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1390894
FAVORITE 0 TOTAL DOWNLOAD COUNT 731

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731

A Review on Self-Supervised Learning Methods in Computer Vision
Authors: Serdar Alasu , Muhammed Fatih Talu
Published: 2024 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1201292
FAVORITE 0 TOTAL DOWNLOAD COUNT 770

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770

A New Production Recording Module Recommended for Online Analysis of Denim Fabrics Produced with Weaving Looms
Authors: Muhammed Fatih Talu , Mahdi Hatami Varjovi
Published: 2023 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.982240
FAVORITE 0 TOTAL DOWNLOAD COUNT 699

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699

Parameter Analysis of Convolutional Neural Network Operated on Embedded Platform for Estimation of Combustion Efficiency in Coal Burners
Authors: Veysel Gündüzalp , Gaffari Çelik , Muhammed Fatih Talu , Cem Onat
Published: 2023 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1190216
FAVORITE 0 TOTAL DOWNLOAD COUNT 643

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643

EVALUATION OF QUATERNION APPROACHES IN ESTIMATING THE POSITION OF SPHERICAL BODIES- LEACK DETECTION BALL APPLICATION
Authors: Ersan Yazan , Muhammed Fatih Talu
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1089972
FAVORITE 0 TOTAL DOWNLOAD COUNT 1029

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1029

Comparison of Adaptive Sigmoid, Logistic Sigmoid and Tangent Hyperbolic Activation Functions in Fully Connected and Convolutional Neural Networks
Authors: Mehmet Murat Turhan , Muhammed Fatih Talu
Published: 2022 , Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1159

0

1159

An Artificial Intelligence Regression Model for Prediction of NOx Emission from Flame Image
Authors: Sedat Golgiyaz , Mahmut Daşkın , Cem Onat , Muhammed Fatih Talu
Published: 2022 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1213863
FAVORITE 0 TOTAL DOWNLOAD COUNT 741

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741

PCG Frame Classification by Classical Machine Learning Methods Using Spectral Features and MFCC Based Features
Authors: Ali Fatih Gündüz , Fatih Talu
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1188483
FAVORITE 0 TOTAL DOWNLOAD COUNT 1496

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1496

Automatic High-Resolution Mustache Pattern Synthesis From Denim Fabric
Authors: Emrullah Şahin , Muhammed Fatih Talu
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1173565
FAVORITE 0 TOTAL DOWNLOAD COUNT 604

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604

Using a New Generative Adversarial Network in Brain Tumor Segmentation and Detection
Authors: Sara Altun Güven , Muhammed Fatih Talu
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1172664
FAVORITE 1 TOTAL DOWNLOAD COUNT 737

1

737

WY-NET: A NEW APPROACH to IMAGE SYNTHESIS with GENERATIVE ADVERSARIAL NETWORKS
Authors: Emrullah Şahin , Muhammed Fatih Talu
Published: 2022 , Journal of Scientific Reports-A
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1119

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1119

CNN-Based Fabric Defect Detection System on Loom Fabric Inspection
Authors: Muhammed Fatih Talu , Kazım Hanbay , Mahdi Hatami Varjovi
Published: 2022 , Textile and Apparel
DOI: 10.32710/tekstilvekonfeksiyon.1032529
FAVORITE 0 TOTAL DOWNLOAD COUNT 4238

0

4238

Fabric Defect Detection Using Customized Deep Convolutional Neural Network for Circular Knitting Fabrics
Authors: Mahdi Hatami Varjovi , Muhammed Fatih Talu , Kazım Hanbay
Published: 2022 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1108264
FAVORITE 0 TOTAL DOWNLOAD COUNT 1146

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1146

PAPSMEAR IMAGE SEGMENTATION WITH CONTRASTIVE LEARNING BASED GENERATIVE ADVERASRİAL NETWORKS
Authors: Sara Altun , Muhammed Fatih Talu
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1038007
FAVORITE 0 TOTAL DOWNLOAD COUNT 671

0

671

Automatic Mustache Pattern Production on Denim Fabric with Generative Adversarial Networks
Authors: Emrullah Şahin , Muhammed Fatih Talu
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1019451
FAVORITE 0 TOTAL DOWNLOAD COUNT 804

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804

Yönsel Türev Tabanlı Yakınsama Yaklaşımlarının Karşılaştırmalı Analizi
Authors: Ersan Yazan , Muhammed Fatih Talu
Published: 2022 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 954

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954

Integration of Fully Convolutional Network Based Architectures with Fully Connected Conditional Random Fields in Maize Seed Embryos Segmentation
Authors: Serdar Alasu , Muhammed Fatih Talu
Published: 2022 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1013047
FAVORITE 0 TOTAL DOWNLOAD COUNT 1027

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1027

Çekişmeli üretken ağlarla Pap-Smear görüntüsü oluşturmada yeni bir yaklaşım
Authors: Sara Altun , Muhammed Fatih Talu
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.939092
FAVORITE 0 TOTAL DOWNLOAD COUNT 1072

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1072

Performance Comparison of Generative Adversarial Networks in Synthetic Image Generation
Authors: Emrullah Şahin , Muhammed Fatih Talu
Published: 2021 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.985861
FAVORITE 0 TOTAL DOWNLOAD COUNT 1448

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1448

Position Estimation of In-Pipe Robot using Artificial Neural Network and Sensor Fusion
Authors: Abdullah Erhan Akkaya , Muhammed Fatih Talu , Ömür Aydoğmuş
Published: 2021 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.898072
FAVORITE 0 TOTAL DOWNLOAD COUNT 1407

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1407

Review of Generative Adversarial Networks for Image-to-Image Translation and Image Synthesis
Authors: Sara Altun , Muhammed Fatih Talu
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.949116
FAVORITE 0 TOTAL DOWNLOAD COUNT 1400

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1400

Estimation of Upper Extremity Movement Performance in Stroke Patients with Artificial Learning Techniques
Authors: Mücahit Çalışan , Muhammed Fatih Talu
Published: 2021 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.881205
FAVORITE 0 TOTAL DOWNLOAD COUNT 910

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910

The Use of Generator Adversarial Networks in Synthetic Cell Nucleus Production
Authors: Sara Altun , Fatih Talu
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.840114
FAVORITE 0 TOTAL DOWNLOAD COUNT 914

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914

Cancer Detection and Location Methods in Histopathological Images
Authors: Zehra Bozdağ , Muhammed Fatih Talu
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.888836
FAVORITE 0 TOTAL DOWNLOAD COUNT 4393

0

4393

Investigation of Hyperparametry Methods and Kits for Deep Neural Networks
Authors: Sara Altun , Muhammed Fatih Talu
Published: 2021 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.767700
FAVORITE 0 TOTAL DOWNLOAD COUNT 4407

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4407

Comparison of Methods for Determining Activity from Physical Movements
Authors: Mücahit Çalışan , Muhammed Fatih Talu
Published: 2021 , Journal of Polytechnic
DOI: 10.2339/politeknik.632070
FAVORITE 0 TOTAL DOWNLOAD COUNT 1543

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1543

Örtüşme ve Deforme Durumlarında Kapsül Ağ ile Evrişimsel Sinir Ağ Sınıflama Performanslarının Karşılaştırılması
Authors: Kazım Fırıldak , Muhammed Fatih Talu
Published: 2020 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.755233
FAVORITE 0 TOTAL DOWNLOAD COUNT 976

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976

Transfer Öğrenme ve Çekişmeli Üretici Ağ Yaklaşımlarını Kullanarak Cilt Lezyonu Sınıflandırma Doğruluğunu İyileştirilmesi
Authors: Kazım Fırıldak , Muhammed Fatih Talu , Gaffari Çelik
Published: 2020 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.629984
FAVORITE 0 TOTAL DOWNLOAD COUNT 1277

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1277

Comparative Analysis of Dimension Reduction Methods
Authors: Mücahit Çalışan , Muhammed Fatih Talu
Published: 2020 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.707200
FAVORITE 0 TOTAL DOWNLOAD COUNT 4714

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4714

Investigation of generative adversarial network models' image generation performance
Authors: Gaffari Çelik , Muhammed Fatih Talu
Published: 2020 , Journal of Balıkesir University Institute of Science and Technology
DOI: 10.25092/baunfbed.679608
FAVORITE 0 TOTAL DOWNLOAD COUNT 8376

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8376

Evrişimsel Sinir Ağlarında Kullanılan Transfer Öğrenme Yaklaşımlarının İncelenmesi
Authors: Kazım Fırıldak , Muhammed Fatih Talu
Published: 2019 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 10202

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10202

Estimation of Flue Gas Temperature by Image Processing and Machine Learning Methods
Authors: Sedat Golgiyaz , Muhammed Fatih Talu , Cem Onat
Published: 2019 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.568348
FAVORITE 0 TOTAL DOWNLOAD COUNT 2734

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2734

Kömür yakıcılarında alev görüntüsü temelli çoklu lineer regresyon analizi
Authors: Cem Onat, Mahmut Daşkın , Mehmet Emin Tağluk , Muhammed Fatih Talu , İsmail Yüksek
Published: 2019 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.394773
FAVORITE 0 TOTAL DOWNLOAD COUNT 1155

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1155

Invesitigation of Pattern Spreading Approaches Used In Construction of "Synthetic Large Data"
Authors: Gaffari Çelik , Muhammed Fatih Talu
Published: 2018 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1240

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1240

Su boru hatlarında sızıntı konum tespiti için genişletilmiş kalman filtresi tabanlı IMU sensör füzyonu uygulaması
Authors: Abdullah Erhan Akkaya , Muhammed Fatih Talu
Published: 2017 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.369872
FAVORITE 1 TOTAL DOWNLOAD COUNT 2710

1

2710

FOURIER DÖNÜŞÜMÜ KULLANILARAK GERÇEK ZAMANLI KUMAŞ HATASI TESPİTİ
Authors: Kazım Hanbay , Muhammed Fatih Talu , Ömer Faruk Özgüven
Published: 2017 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.300604
FAVORITE 0 TOTAL DOWNLOAD COUNT 4234

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4234

YAPISAL ÖZELLİKLERİ KULLANAN PARÇACIK FİLTRESİ İLE UZUN SÜRELİ NESNE TAKİBİ
Authors: Haluk Dilmen , Muhammet Fatih Talu
Published: 2017 , Gazi University Journal of Science Part C: Design and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1590

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1590

Comparision of Automatic and Interactive Segmentatition Methods
Authors: Serdar Alasu, Muhammed Fatih Talu
Published: 2016 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1215

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1215

Model Tabanlı Yapay Sinir Ağı Kullanarak Geliştirilmiş bir Kenar Çıkarma Motoru
Authors: F. Talu , Y. Tatar
Published: 2016 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 933

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933

Coğrafi Bilgi Sistemlerin Kentsel Alt Yapı Sistemlerinde Kullanılması
Authors: Mahmut Fırat , Ömer Dursun , Kenan İnce , M. Fatih Talu , Muhammed Talu , Mahmut Aydoğdu
Published: 2015 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2294

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2294

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Computer Science
Computer Science
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Balıkesir University Institute of Science and Technology
Journal of Balıkesir University Institute of Science and Technology
Journal of Polytechnic
Journal of Polytechnic
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Sakarya University Journal of Science
Sakarya University Journal of Science
Textile and Apparel
Textile and Apparel
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorship
Journal of Strategic Frontline
Journal of Strategic Frontline
Section Editor
Editorial Board Memberships
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering

Reviews

Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Computer Science
Computer Science
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Journal of İnönü University Vocational School of Health Services
Journal of İnönü University Vocational School of Health Services
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

SimCLR-based Self-Supervised Learning Approach for Limited Brain MRI and Unlabeled Images
Authors: Kazım Fırıldak , Gaffari Çelik , Muhammed Fatih Talu
Published: 2024 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1558069
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1009

3

0

1009

Multi-scale Residual Segmentation Network for Histopathological Image
Authors: Zehra Bozdağ , Muhammed Fatih Talu
Published: 2024 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1500666
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 615

1

0

615

Deep learning-based automatic planning with risk minimization for brain tumor biopsy
Authors: Mustafa Şahin , Emrullah Şahin , Edanur Özdemir , Fatih Talu , Sait Öztürk
Published: 2024 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1348325
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1143

1

0

1143

A NEW ORTOGONAL REGULARIZATION APPROACH FOR DEEP NETWORKS
Authors: Kazım Fırıldak , Gaffari Çelik , Muhammed Fatih Talu
Published: 2024 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1390894
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 731

1

0

731

An Artificial Intelligence Regression Model for Prediction of NOx Emission from Flame Image
Authors: Sedat Golgiyaz , Mahmut Daşkın , Cem Onat , Muhammed Fatih Talu
Published: 2022 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1213863
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 741

7

0

741

PCG Frame Classification by Classical Machine Learning Methods Using Spectral Features and MFCC Based Features
Authors: Ali Fatih Gündüz , Fatih Talu
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1188483
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1496

1

0

1496

CNN-Based Fabric Defect Detection System on Loom Fabric Inspection
Authors: Muhammed Fatih Talu , Kazım Hanbay , Mahdi Hatami Varjovi
Published: 2022 , Textile and Apparel
DOI: 10.32710/tekstilvekonfeksiyon.1032529
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 4238

9

0

4238

Fabric Defect Detection Using Customized Deep Convolutional Neural Network for Circular Knitting Fabrics
Authors: Mahdi Hatami Varjovi , Muhammed Fatih Talu , Kazım Hanbay
Published: 2022 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1108264
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1146

2

0

1146

Çekişmeli üretken ağlarla Pap-Smear görüntüsü oluşturmada yeni bir yaklaşım
Authors: Sara Altun , Muhammed Fatih Talu
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.939092
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1072

1

0

1072

Performance Comparison of Generative Adversarial Networks in Synthetic Image Generation
Authors: Emrullah Şahin , Muhammed Fatih Talu
Published: 2021 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.985861
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1448

1

0

1448

Cancer Detection and Location Methods in Histopathological Images
Authors: Zehra Bozdağ , Muhammed Fatih Talu
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.888836
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 4393

1

0

4393

Investigation of Hyperparametry Methods and Kits for Deep Neural Networks
Authors: Sara Altun , Muhammed Fatih Talu
Published: 2021 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.767700
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 4407

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4407

Comparison of Methods for Determining Activity from Physical Movements
Authors: Mücahit Çalışan , Muhammed Fatih Talu
Published: 2021 , Journal of Polytechnic
DOI: 10.2339/politeknik.632070
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1543

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1543

Transfer Öğrenme ve Çekişmeli Üretici Ağ Yaklaşımlarını Kullanarak Cilt Lezyonu Sınıflandırma Doğruluğunu İyileştirilmesi
Authors: Kazım Fırıldak , Muhammed Fatih Talu , Gaffari Çelik
Published: 2020 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.629984
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1277

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1277

Comparative Analysis of Dimension Reduction Methods
Authors: Mücahit Çalışan , Muhammed Fatih Talu
Published: 2020 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.707200
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 4714

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4714

Investigation of generative adversarial network models' image generation performance
Authors: Gaffari Çelik , Muhammed Fatih Talu
Published: 2020 , Journal of Balıkesir University Institute of Science and Technology
DOI: 10.25092/baunfbed.679608
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 8376

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8376

Estimation of Flue Gas Temperature by Image Processing and Machine Learning Methods
Authors: Sedat Golgiyaz , Muhammed Fatih Talu , Cem Onat
Published: 2019 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.568348
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 2734

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2734

Kömür yakıcılarında alev görüntüsü temelli çoklu lineer regresyon analizi
Authors: Cem Onat, Mahmut Daşkın , Mehmet Emin Tağluk , Muhammed Fatih Talu , İsmail Yüksek
Published: 2019 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.394773
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1155

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1155

Su boru hatlarında sızıntı konum tespiti için genişletilmiş kalman filtresi tabanlı IMU sensör füzyonu uygulaması
Authors: Abdullah Erhan Akkaya , Muhammed Fatih Talu
Published: 2017 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.369872
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 2710

3

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2710

FOURIER DÖNÜŞÜMÜ KULLANILARAK GERÇEK ZAMANLI KUMAŞ HATASI TESPİTİ
Authors: Kazım Hanbay , Muhammed Fatih Talu , Ömer Faruk Özgüven
Published: 2017 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.300604
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 4234

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4234

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