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Researchers
Muhammed Fatih Talu
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
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Summary
Publications
Peer Review
Cited
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
29
0
FAVORITE
29
TOTAL DOWNLOAD COUNT
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
21
0
FAVORITE
21
TOTAL DOWNLOAD COUNT
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
164
0
FAVORITE
164
TOTAL DOWNLOAD COUNT
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
156
0
FAVORITE
156
TOTAL DOWNLOAD COUNT
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
332
0
FAVORITE
332
TOTAL DOWNLOAD COUNT
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
457
0
FAVORITE
457
TOTAL DOWNLOAD COUNT
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
237
0
FAVORITE
237
TOTAL DOWNLOAD COUNT
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
256
0
FAVORITE
256
TOTAL DOWNLOAD COUNT
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
220
0
FAVORITE
220
TOTAL DOWNLOAD COUNT
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
1267
0
FAVORITE
1267
TOTAL DOWNLOAD COUNT
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
219
0
FAVORITE
219
TOTAL DOWNLOAD COUNT
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
381
0
FAVORITE
381
TOTAL DOWNLOAD COUNT
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
310
0
FAVORITE
310
TOTAL DOWNLOAD COUNT
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
289
0
FAVORITE
289
TOTAL DOWNLOAD COUNT
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
529
0
FAVORITE
529
TOTAL DOWNLOAD COUNT
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
530
0
FAVORITE
530
TOTAL DOWNLOAD COUNT
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
438
0
FAVORITE
438
TOTAL DOWNLOAD COUNT
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
722
0
FAVORITE
722
TOTAL DOWNLOAD COUNT
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
813
0
FAVORITE
813
TOTAL DOWNLOAD COUNT
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
670
0
FAVORITE
670
TOTAL DOWNLOAD COUNT
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
353
0
FAVORITE
353
TOTAL DOWNLOAD COUNT
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
2865
0
FAVORITE
2865
TOTAL DOWNLOAD COUNT
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
2930
0
FAVORITE
2930
TOTAL DOWNLOAD COUNT
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
1054
0
FAVORITE
1054
TOTAL DOWNLOAD COUNT
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
598
0
FAVORITE
598
TOTAL DOWNLOAD COUNT
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
3396
0
FAVORITE
3396
TOTAL DOWNLOAD COUNT
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
6196
0
FAVORITE
6196
TOTAL DOWNLOAD COUNT
Evrişimsel Sinir Ağlarında Kullanılan Transfer Öğrenme Yaklaşımlarının İncelenmesi
Authors:
Kazım Fırıldak
,
Muhammed Fatih Talu
Published: 2019 ,
Computer Science
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
8530
0
FAVORITE
8530
TOTAL DOWNLOAD COUNT
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
2087
0
FAVORITE
2087
TOTAL DOWNLOAD COUNT
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
888
0
FAVORITE
888
TOTAL DOWNLOAD COUNT
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
1845
0
FAVORITE
1845
TOTAL DOWNLOAD COUNT
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
3303
0
FAVORITE
3303
TOTAL DOWNLOAD COUNT
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
1197
0
FAVORITE
1197
TOTAL DOWNLOAD COUNT
Comparision of Automatic and Interactive Segmentatition Methods
Authors: Serdar Alasu,
Muhammed Fatih Talu
Published: 2016 ,
Computer Science
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
978
0
FAVORITE
978
TOTAL DOWNLOAD COUNT
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
655
0
FAVORITE
655
TOTAL DOWNLOAD COUNT
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
1586
0
FAVORITE
1586
TOTAL DOWNLOAD COUNT
Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Computer Science
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Duzce University Journal of Science and Technology
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
European Journal of Science and Technology
Gazi University Journal of Science Part C: Design and Technology
International Journal of Engineering Research and Development
Journal of Balıkesir University Institute of Science and Technology
Journal of Polytechnic
Journal of Scientific Reports-A
Journal of Soft Computing and Artificial Intelligence
Journal of the Faculty of Engineering and Architecture of Gazi University
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Sakarya University Journal of Science
TBV Journal of Computer Science and Engineering
Textile and Apparel
Turkish Journal of Nature and Science
Editorial Board Memberships
Computer Science
Reviews
Computer Science
Fırat University Journal of Engineering Science
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
237
2
CITED
0
FAVORITE
237
TOTAL DOWNLOAD COUNT
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
1267
4
CITED
0
FAVORITE
1267
TOTAL DOWNLOAD COUNT
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
381
1
CITED
0
FAVORITE
381
TOTAL DOWNLOAD COUNT
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
722
1
CITED
0
FAVORITE
722
TOTAL DOWNLOAD COUNT
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
2865
1
CITED
0
FAVORITE
2865
TOTAL DOWNLOAD COUNT
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
2930
1
CITED
0
FAVORITE
2930
TOTAL DOWNLOAD COUNT
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
1054
3
CITED
0
FAVORITE
1054
TOTAL DOWNLOAD COUNT
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
3396
2
CITED
0
FAVORITE
3396
TOTAL DOWNLOAD COUNT
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
6196
5
CITED
0
FAVORITE
6196
TOTAL DOWNLOAD COUNT
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
2087
8
CITED
0
FAVORITE
2087
TOTAL DOWNLOAD COUNT
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
1845
3
CITED
0
FAVORITE
1845
TOTAL DOWNLOAD COUNT
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
3303
1
CITED
0
FAVORITE
3303
TOTAL DOWNLOAD COUNT
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