Researchers Muhammed Fatih Talu
avatar
Muhammed Fatih Talu Prof. Dr. İNÖNÜ ÜNİVERSİTESİ
Publication 36 Review 9 CrossRef Cited 32 TR Dizin Cited 21
36 Publication
9 Review
32 CrossRef Cited
21 TR Dizin Cited
0000-0003-1166-8404

Research Fields

Image Processing Machine Learning Artificial Intelligence

Institution

İNÖNÜ ÜNİVERSİTESİ

Publications

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 69

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69

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 61

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61

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 180

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180

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 166

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166

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 366

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366

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 469

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469

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 249

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249

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 0 TOTAL DOWNLOAD COUNT 265

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265

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 227

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227

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 1321

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1321

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 225

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225

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 383

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383

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 320

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320

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 294

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294

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 532

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532

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 Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
DOI: 10.35414/akufemubid.1013047
FAVORITE 0 TOTAL DOWNLOAD COUNT 538

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538

Çekişmeli üretken ağlarla Pap-Smear görüntüsü oluşturmada yeni bir yaklaşım
Authors: Sara Altun , Muhammed Fatih Talu
Published: 2022 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.939092
FAVORITE 0 TOTAL DOWNLOAD COUNT 443

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443

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 738

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738

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 822

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822

Review of Generative Adversarial Networks for Image-to-Image Translation and Image Synthesis
Authors: Sara Altun , Muhammed Fatih Talu
Published: 2021 , European Journal of Science and Technology
DOI: 10.31590/ejosat.949116
FAVORITE 0 TOTAL DOWNLOAD COUNT 686

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686

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 357

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357

Cancer Detection and Location Methods in Histopathological Images
Authors: Zehra Bozdağ , Muhammed Fatih Talu
Published: 2021 , European Journal of Science and Technology
DOI: 10.31590/ejosat.888836
FAVORITE 0 TOTAL DOWNLOAD COUNT 2945

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2945

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 2960

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2960

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 1062

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1062

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 610

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610

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 3434

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3434

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 6301

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6301

Evrişimsel Sinir Ağlarında Kullanılan Transfer Öğrenme Yaklaşımlarının İncelenmesi
Authors: Kazım Fırıldak , Muhammed Fatih Talu
Published: 2019 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 8615

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8615

Estimation of Flue Gas Temperature by Image Processing and Machine Learning Methods
Authors: Sedat Golgiyaz , Muhammed Fatih Talu , Cem Onat
Published: 2019 , European Journal of Science and Technology
DOI: 10.31590/ejosat.568348
FAVORITE 0 TOTAL DOWNLOAD COUNT 2101

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2101

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 906

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906

Su boru hatlarında sızıntı konum tespiti için genişletilmiş kalman filtresi tabanlı IMU sensör füzyonu uygulaması
Authors: Abdullah Erhan Akkaya , Muhammed Fatih Talu
Published: 2017 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.369872
FAVORITE 0 TOTAL DOWNLOAD COUNT 1883

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1883

FOURIER DÖNÜŞÜMÜ KULLANILARAK GERÇEK ZAMANLI KUMAŞ HATASI TESPİTİ
Authors: Kazım Hanbay , Muhammed Fatih Talu , Ömer Faruk Özgüven
Published: 2017 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.300604
FAVORITE 0 TOTAL DOWNLOAD COUNT 3311

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3311

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 1198

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1198

Comparision of Automatic and Interactive Segmentatition Methods
Authors: Serdar Alasu, Muhammed Fatih Talu
Published: 2016 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 984

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984

Model Tabanlı Yapay Sinir Ağı Kullanarak Geliştirilmiş bir Kenar Çıkarma Motoru
Authors: F. Talu , Y. Tatar
Published: 2016 , TBV Journal of Computer Science and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 669

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669

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 1594

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1594

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri 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
European Journal of Science and Technology
European Journal of Science and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
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
Journal of the Faculty of Engineering and Architecture of Gazi University
Journal of the Faculty of Engineering and Architecture of Gazi University
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Sakarya University Journal of Science
Sakarya University Journal of Science
TBV Journal of Computer Science and Engineering
TBV Journal of Computer Science and Engineering
Textile and Apparel
Textile and Apparel
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Editorial Board Memberships
Computer Science
Computer Science

Reviews

Computer Science
Computer Science
Fırat University Journal of Engineering Science
Fırat University Journal of Engineering Science
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology

Publications

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 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 249

2

0

249

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 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1321

4

0

1321

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 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 383

1

0

383

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 738

1

0

738

Cancer Detection and Location Methods in Histopathological Images
Authors: Zehra Bozdağ , Muhammed Fatih Talu
Published: 2021 , European Journal of Science and Technology
DOI: 10.31590/ejosat.888836
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2945

1

0

2945

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 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2960

1

0

2960

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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1062

3

0

1062

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 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3434

2

0

3434

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 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 6301

5

0

6301

Estimation of Flue Gas Temperature by Image Processing and Machine Learning Methods
Authors: Sedat Golgiyaz , Muhammed Fatih Talu , Cem Onat
Published: 2019 , European Journal of Science and Technology
DOI: 10.31590/ejosat.568348
CITED 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 2101

8

0

2101

Su boru hatlarında sızıntı konum tespiti için genişletilmiş kalman filtresi tabanlı IMU sensör füzyonu uygulaması
Authors: Abdullah Erhan Akkaya , Muhammed Fatih Talu
Published: 2017 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.369872
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1883

3

0

1883

FOURIER DÖNÜŞÜMÜ KULLANILARAK GERÇEK ZAMANLI KUMAŞ HATASI TESPİTİ
Authors: Kazım Hanbay , Muhammed Fatih Talu , Ömer Faruk Özgüven
Published: 2017 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.300604
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 3311

1

0

3311

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