Erhan Akın profile image
Erhan Akın Prof. Dr. FIRAT ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ
Publication 32 Review 6 CrossRef Cited 82 TR Dizin Cited 32
32 Publication
6 Review
82 CrossRef Cited
32 TR Dizin Cited
0000-0001-6476-9255
7005036640

Research Fields

Machine Vision Electrical Machines and Drives

Institution

FIRAT ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ

Popular Publications

Automated Billing Process for Marketplace Orders with RPA
Authors: Hediye Bıyık , Erhan Akın
Published: 2025 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1492486
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 918

1

1

918

Publications

A Flood Segmentation Model Enhanced by Residual Squeeze-and-Excitation (R-SE) Blocks
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2026 , Academic Platform Journal of Engineering and Smart Systems
DOI: 10.21541/apjess.1715068
FAVORITE 0 TOTAL DOWNLOAD COUNT 108

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108

Investigation of Geometric Invariance Properties of Hu Moments for Image Processing Applications
Authors: Ethem Sefa Küçükyilmaz , Erhan Akın
Published: 2025 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1670505
FAVORITE 0 TOTAL DOWNLOAD COUNT 501

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501

HU MOMENTLERI İLE GÖRÜNTÜ İŞLEME TABANLI GÖMLEK BOYUT TESPITI
Authors: Ethem Sefa Küçükyilmaz , Erhan Akın
Published: 2025 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1681084
FAVORITE 0 TOTAL DOWNLOAD COUNT 252

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252

A Stable Two-Stage Approach for Detection and Classification of Rail Surface Defects Using Fuzzy Modeling and CNN-BILSTM Network
Authors: İlhan Aydın , Mehmet Sevi , Erhan Akın
Published: 2025 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1719591
FAVORITE 0 TOTAL DOWNLOAD COUNT 244

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244

Identification and Classification of Imbalance Faults in Induction Motors Using Surrogate Models
Authors: Özgür Aydın , Erhan Akın
Published: 2025 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1613491
FAVORITE 0 TOTAL DOWNLOAD COUNT 493

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493

Automated Billing Process for Marketplace Orders with RPA
Authors: Hediye Bıyık , Erhan Akın
Published: 2025 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1492486
FAVORITE 1 TOTAL DOWNLOAD COUNT 918

1

918

Ensemble Learning Based Advanced Segmentation Method for Detecting Defects on Steel Surfaces
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1488738
FAVORITE 0 TOTAL DOWNLOAD COUNT 455

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455

Diagnosis of Permanent Magnet Assisted Synchronous Reluctance Motor Winding Fault by Convolutional Neural Network
Authors: Ayse Bayrak , Canan Taştimur , Erhan Akın
Published: 2024 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1463429
FAVORITE 0 TOTAL DOWNLOAD COUNT 435

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435

Deep Learning Approaches and Motor Current Signature Analysis in Detection of Broken Rotor Bar Faults
Authors: Özgür Aydın , Erhan Akın
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1487442
FAVORITE 0 TOTAL DOWNLOAD COUNT 1140

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1140

Classification of Steel Surface Defects Using Bilinear CNN
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2024 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1323339
FAVORITE 0 TOTAL DOWNLOAD COUNT 675

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675

Derin Evrişimsel Sinir Ağ Mimarisi ve Zaman Frekans Gösterimini Kullanılarak Büyük Güçlü Motor Arızalarının Tespiti
Authors: İlhan Aydın , Emrullah Aydın , Erhan Akın , Seyfullah Kaner
Published: 2024 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 488

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488

A New Digital Twin-Based Fault Diagnosis Approach Using Parameter Estimation and Information Entropy
Authors: İlhan Aydın , Emrullah Aydın , Erhan Akın
Published: 2023 , Computer Science
DOI: 10.53070/bbd.1347156
FAVORITE 0 TOTAL DOWNLOAD COUNT 584

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584

A Hybrid Classification Approach for Fasteners Based on Transfer Learning with Fine-Tuning and Deep Features
Authors: Canan Taştimur , Erhan Akın
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1317713
FAVORITE 0 TOTAL DOWNLOAD COUNT 767

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767

Anomaly Detection in Yarn Tension Signal Using Independent Component Analysis
Authors: Canan Taştimur , Mehmet Ağrikli , Erhan Akın
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1167125
FAVORITE 0 TOTAL DOWNLOAD COUNT 772

0

772

Detection of Rail Surface Defects Based on Ensemble Learning of YOLOv5
Authors: Mehmet Sevi , İlhan Aydın , Erhan Akın
Published: 2023 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1205483
FAVORITE 0 TOTAL DOWNLOAD COUNT 1080

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1080

Evaluation of Patent Maturity of University Patents in Terms of Business Readiness Level (BRL) Scale
Authors: İfakat Senanur Aşan , Erhan Akın
Published: 2023 , Firat University Journal of Social Sciences
DOI: 10.18069/firatsbed.1174986
FAVORITE 0 TOTAL DOWNLOAD COUNT 676

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676

Çelik Yüzeylerdeki Kusurların Tespiti için Derin Öğrenme Tabanlı Gömülü Sistem Tasarımı
Authors: Emre Güçlü , İlhan Aydın , Taha Kubilay Şener , Erhan Akın
Published: 2022 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1802

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1802

Detection of Insulator Faults in Catenary Systems with Deep Learning
Authors: Gülşah Karaduman , Erhan Akın , Berkan Binay , Miraç Dilekli
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1114665
FAVORITE 0 TOTAL DOWNLOAD COUNT 871

0

871

Mask R-CNN Algoritmasını Kullanarak Demiryolu Travers Eksikliklerinin Tespiti İçin Otonom İHA Tasarımı
Authors: İlhan Aydın , Emre Güçlü , Erhan Akın
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1039995
FAVORITE 0 TOTAL DOWNLOAD COUNT 1096

0

1096

Detection of Defects in Railway Fasteners Using DCGAN and Siamese Neural Network
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1015962
FAVORITE 0 TOTAL DOWNLOAD COUNT 771

0

771

Demiryolu Bağlantı Elemanları için Anahtar Noktalar ve Görsel Kelime Çantası Tabanlı Kusur Tespit Yöntemi
Authors: İlhan Aydın , Emre Güçlü , Erhan Akın
Published: 2021 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.894102
FAVORITE 0 TOTAL DOWNLOAD COUNT 763

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763

Detection of Defects in Railway Fasteners Using YOLOv4 and Fuzzy Logic
Authors: Emre Güçlü , İlhan Aydın , Kadir Şahbaz, Erhan Akın , Mehmet Karaköse
Published: 2021 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.939830
FAVORITE 0 TOTAL DOWNLOAD COUNT 1194

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1194

Adaptive Arc Detection Based Image Segmentation in Pantograph Catenary Systems
Authors: Mehmet Karaköse , Orhan Yaman , İlhan Aydın , Erhan Akın
Published: 2017 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2170

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2170

Pantograf-Katener Sistemler için Bulanık Mantık Tabanlı Belirlenen Pantograf Modeli Kullanılarak Ark Tespiti Yaklaşımı
Authors: Orhan Yaman , Ebru Karaköse, İlhan Aydın , Mehmet Karaköse , Erhan Akın
Published: 2017 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.327098
FAVORITE 0 TOTAL DOWNLOAD COUNT 4362

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4362

A New Approach for Background Subraction Based Moving Object Detection and Counting in Industrial System
Authors: Mehmet Karaköse , Mehmet Baygın, İlhan Aydın , Alişan Sarımaden, Erhan Akın
Published: 2016 , Mus Alparslan University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2121

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2121

A Vision Based Condition Monitoring Approach for Rail Switch and Level Crossing using Hierarchical SVM in Railways
Authors: Canan Taştimur , Mehmet Karaköse , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270634
FAVORITE 0 TOTAL DOWNLOAD COUNT 3154

0

3154

Real time implementation for fault diagnosis and condition monitoring approach using image processing in railway switches
Authors: Mehmet Karaköse , Orhan Yaman , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270627
FAVORITE 0 TOTAL DOWNLOAD COUNT 1728

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1728

A Fast and Adaptive Road Defect Detection Approach Using Computer Vision with Real Time Implementation
Authors: Büşra Akarsu , Mehmet Karaköse , Koray Parlak, Erhan Akın , Alişan Sarımaden
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270546
FAVORITE 0 TOTAL DOWNLOAD COUNT 4210

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4210

Learning Based Experimental Approach For Condition Monitoring Using Laser Cameras In Railway Tracks
Authors: Yunus Santur , Mehmet Karaköse , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270656
FAVORITE 0 TOTAL DOWNLOAD COUNT 2018

0

2018

Eş zamanlı Arıza Teşhisi için FPGA Tabanlı Akıllı Durum İzleme Yöntemlerinin Geliştirilmesi / Development of FPGA Based Intelligent Condition Monitoring Methods for Synchronously Fault Diagnosis
Authors: İlhan Aydın , Mehmet Karaköse , Erhan Akın
Published: 2012 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1383

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1383

A NEW APPROACH TO STREAM CIPHER: UNSYSTEMATIC CIPHER
Authors: Oğuzhan Taş , Bilal Alataş , Erhan Akın
Published: 2011 , IU-Journal of Electrical & Electronics Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1137

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1137

ASENKRON MOTORUN VEKTÖR KONTROLÜNDE HOPF ÇATALLAŞMASI VE KAOS
Authors: Bedri Özer , Erhan Akın
Published: 2004 , Fırat Üniversitesi Doğu Araştırmaları Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 354

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354

Articles published in
Academic Platform Journal of Engineering and Smart Systems
Academic Platform Journal of Engineering and Smart Systems
Computer Science
Computer Science
Demiryolu Mühendisliği
Demiryolu Mühendisliği
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Fırat Üniversitesi Doğu Araştırmaları Dergisi
Fırat Üniversitesi Doğu Araştırmaları Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Social Sciences
Firat University Journal of Social Sciences
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
IU-Journal of Electrical & Electronics Engineering
IU-Journal of Electrical & Electronics Engineering
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Sakarya University Journal of Science
Sakarya University Journal of Science
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorship
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Section Editor
Editorial Board Memberships
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Reviews

Demiryolu Mühendisliği
Demiryolu Mühendisliği
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences

Publications

Automated Billing Process for Marketplace Orders with RPA
Authors: Hediye Bıyık , Erhan Akın
Published: 2025 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1492486
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 918

1

1

918

Deep Learning Approaches and Motor Current Signature Analysis in Detection of Broken Rotor Bar Faults
Authors: Özgür Aydın , Erhan Akın
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1487442
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1140

1

0

1140

Classification of Steel Surface Defects Using Bilinear CNN
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2024 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1323339
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 675

1

0

675

Anomaly Detection in Yarn Tension Signal Using Independent Component Analysis
Authors: Canan Taştimur , Mehmet Ağrikli , Erhan Akın
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1167125
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 772

1

0

772

Detection of Rail Surface Defects Based on Ensemble Learning of YOLOv5
Authors: Mehmet Sevi , İlhan Aydın , Erhan Akın
Published: 2023 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1205483
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1080

4

0

1080

Evaluation of Patent Maturity of University Patents in Terms of Business Readiness Level (BRL) Scale
Authors: İfakat Senanur Aşan , Erhan Akın
Published: 2023 , Firat University Journal of Social Sciences
DOI: 10.18069/firatsbed.1174986
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 676

1

0

676

Detection of Insulator Faults in Catenary Systems with Deep Learning
Authors: Gülşah Karaduman , Erhan Akın , Berkan Binay , Miraç Dilekli
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1114665
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 871

3

0

871

Mask R-CNN Algoritmasını Kullanarak Demiryolu Travers Eksikliklerinin Tespiti İçin Otonom İHA Tasarımı
Authors: İlhan Aydın , Emre Güçlü , Erhan Akın
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1039995
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1096

3

0

1096

Detection of Defects in Railway Fasteners Using DCGAN and Siamese Neural Network
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1015962
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 771

2

0

771

Detection of Defects in Railway Fasteners Using YOLOv4 and Fuzzy Logic
Authors: Emre Güçlü , İlhan Aydın , Kadir Şahbaz, Erhan Akın , Mehmet Karaköse
Published: 2021 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.939830
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1194

6

0

1194

Pantograf-Katener Sistemler için Bulanık Mantık Tabanlı Belirlenen Pantograf Modeli Kullanılarak Ark Tespiti Yaklaşımı
Authors: Orhan Yaman , Ebru Karaköse, İlhan Aydın , Mehmet Karaköse , Erhan Akın
Published: 2017 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.327098
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 4362

2

0

4362

A Vision Based Condition Monitoring Approach for Rail Switch and Level Crossing using Hierarchical SVM in Railways
Authors: Canan Taştimur , Mehmet Karaköse , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270634
CITED 19 FAVORITE 0 TOTAL DOWNLOAD COUNT 3154

19

0

3154

Real time implementation for fault diagnosis and condition monitoring approach using image processing in railway switches
Authors: Mehmet Karaköse , Orhan Yaman , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270627
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1728

5

0

1728

A Fast and Adaptive Road Defect Detection Approach Using Computer Vision with Real Time Implementation
Authors: Büşra Akarsu , Mehmet Karaköse , Koray Parlak, Erhan Akın , Alişan Sarımaden
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270546
CITED 19 FAVORITE 0 TOTAL DOWNLOAD COUNT 4210

19

0

4210

Learning Based Experimental Approach For Condition Monitoring Using Laser Cameras In Railway Tracks
Authors: Yunus Santur , Mehmet Karaköse , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270656
CITED 14 FAVORITE 0 TOTAL DOWNLOAD COUNT 2018

14

0

2018

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.