avatar
Muhammed Fatih Talu Prof. Dr. İNÖNÜ ÜNİVERSİTESİ
Publication 41 Review 9 CrossRef Cited 41 TR Dizin Cited 23
41 Publication
9 Review
41 CrossRef Cited
23 TR Dizin Cited
0000-0003-1166-8404

Research Fields

Image Processing Machine Learning Artificial Intelligence

Institution

İNÖNÜ ÜNİVERSİTESİ

Publications

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 51

0

51

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 95

0

95

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 92

0

92

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 0 TOTAL DOWNLOAD COUNT 282

0

282

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 303

0

303

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 315

0

315

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 239

0

239

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 336

0

336

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 277

0

277

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 588

0

588

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 701

0

701

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 422

0

422

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 395

0

395

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 321

0

321

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 1918

0

1918

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 396

0

396

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 509

0

509

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 362

0

362

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 447

0

447

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 638

0

638

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 657

0

657

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 571

0

571

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 927

0

927

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 914

0

914

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 918

0

918

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 434

0

434

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 3610

0

3610

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 3442

0

3442

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 1163

0

1163

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 683

0

683

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 3802

0

3802

Investigation of generative adversarial network models' image generation performance
Authors: Gaffari Çelik , Muhammed Fatih Talu
Published: 2020 , Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi
DOI: 10.25092/baunfbed.679608
FAVORITE 0 TOTAL DOWNLOAD COUNT 7081

0

7081

Evrişimsel Sinir Ağlarında Kullanılan Transfer Öğrenme Yaklaşımlarının İncelenmesi
Authors: Kazım Fırıldak , Muhammed Fatih Talu
Published: 2019 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 9238

0

9238

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 2305

0

2305

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 983

0

983

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 0 TOTAL DOWNLOAD COUNT 2088

0

2088

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 3589

0

3589

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 1279

0

1279

Comparision of Automatic and Interactive Segmentatition Methods
Authors: Serdar Alasu, Muhammed Fatih Talu
Published: 2016 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1035

0

1035

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 743

0

743

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 1783

0

1783

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
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Balıkesir Üniversitesi Fen Bilimleri Enstitüsü 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
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 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
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

Reviews

Computer Science
Computer Science
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
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 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 422

5

0

422

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 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1918

6

0

1918

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 509

1

0

509

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 927

1

0

927

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 3610

1

0

3610

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 3442

2

0

3442

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 1163

3

0

1163

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 3802

3

0

3802

Investigation of generative adversarial network models' image generation performance
Authors: Gaffari Çelik , Muhammed Fatih Talu
Published: 2020 , Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi
DOI: 10.25092/baunfbed.679608
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 7081

7

0

7081

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 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 2305

8

0

2305

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 0 TOTAL DOWNLOAD COUNT 2088

3

0

2088

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 3589

1

0

3589

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods. : Click to get information about the DergiPark User Badge.
Interactive Guide Tool
If you want to see the panel introduction, you can click Start Tour.