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Erhan Akın
Prof. Dr.
FIRAT ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ
Publication
26
Review
3
CrossRef Cited
70
26
Publication
3
Review
70
CrossRef Cited
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Summary
Publications
Peer Review
Cited
Research Fields
Machine Vision
Electrical Machines and Drives
Institution
FIRAT ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ
Publications
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
76
0
FAVORITE
76
TOTAL DOWNLOAD COUNT
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
132
0
FAVORITE
132
TOTAL DOWNLOAD COUNT
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
268
0
FAVORITE
268
TOTAL DOWNLOAD COUNT
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
307
0
FAVORITE
307
TOTAL DOWNLOAD COUNT
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
285
0
FAVORITE
285
TOTAL DOWNLOAD COUNT
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
208
0
FAVORITE
208
TOTAL DOWNLOAD COUNT
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
542
0
FAVORITE
542
TOTAL DOWNLOAD COUNT
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
529
0
FAVORITE
529
TOTAL DOWNLOAD COUNT
Detection of Rail Surface Defects Based on Ensemble Learning of YOLOv5
Authors:
Mehmet Sevi
,
İlhan Aydın
,
Erhan Akın
Published: 2023 ,
Railway Engineering
DOI: 10.47072/demiryolu.1205483
FAVORITE
0
TOTAL DOWNLOAD COUNT
850
0
FAVORITE
850
TOTAL DOWNLOAD COUNT
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
434
0
FAVORITE
434
TOTAL DOWNLOAD COUNT
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
1107
0
FAVORITE
1107
TOTAL DOWNLOAD COUNT
Detection of Insulator Faults in Catenary Systems with Deep Learning
Authors:
Gülşah Karaduman
,
Erhan Akın
,
Berkan Binay
,
Miraç Dilekli
Published: 2022 ,
Railway Engineering
DOI: 10.47072/demiryolu.1114665
FAVORITE
0
TOTAL DOWNLOAD COUNT
594
0
FAVORITE
594
TOTAL DOWNLOAD COUNT
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
881
0
FAVORITE
881
TOTAL DOWNLOAD COUNT
Detection of Defects in Railway Fasteners Using DCGAN and Siamese Neural Network
Authors:
Emre Güçlü
,
İlhan Aydın
,
Erhan Akın
Published: 2022 ,
Railway Engineering
DOI: 10.47072/demiryolu.1015962
FAVORITE
0
TOTAL DOWNLOAD COUNT
578
0
FAVORITE
578
TOTAL DOWNLOAD COUNT
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
570
0
FAVORITE
570
TOTAL DOWNLOAD COUNT
Detection of Defects in Railway Fasteners Using YOLOv4 and Fuzzy Logic
Authors:
Emre Güçlü
,
İlhan Aydın
, Kadir Şahbaz,
Erhan Akın
,
Mehmet Karaköse
Published: 2021 ,
Railway Engineering
DOI: 10.47072/demiryolu.939830
FAVORITE
0
TOTAL DOWNLOAD COUNT
981
0
FAVORITE
981
TOTAL DOWNLOAD COUNT
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
1898
0
FAVORITE
1898
TOTAL DOWNLOAD COUNT
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
4068
0
FAVORITE
4068
TOTAL DOWNLOAD COUNT
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
1349
0
FAVORITE
1349
TOTAL DOWNLOAD COUNT
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
3737
0
FAVORITE
3737
TOTAL DOWNLOAD COUNT
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
1871
0
FAVORITE
1871
TOTAL DOWNLOAD COUNT
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
1758
0
FAVORITE
1758
TOTAL DOWNLOAD COUNT
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
2774
0
FAVORITE
2774
TOTAL DOWNLOAD COUNT
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
1248
0
FAVORITE
1248
TOTAL DOWNLOAD COUNT
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
972
0
FAVORITE
972
TOTAL DOWNLOAD COUNT
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
225
0
FAVORITE
225
TOTAL DOWNLOAD COUNT
Articles published in
Computer Science
EMO Bilimsel Dergi
Fırat Üniversitesi Doğu Araştırmaları Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Social Sciences
International Journal of Applied Mathematics Electronics and Computers
IU-Journal of Electrical & Electronics Engineering
Mus Alparslan University Journal of Science
Railway Engineering
Sakarya University Journal of Science
Turkish Journal of Nature and Science
Turkish Journal of Science and Technology
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorship
EMO Bilimsel Dergi
Section Editor
Editorial Board Memberships
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Turkish Journal of Science and Technology
Reviews
EMO Bilimsel Dergi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Railway Engineering
Publications
Detection of Rail Surface Defects Based on Ensemble Learning of YOLOv5
Authors:
Mehmet Sevi
,
İlhan Aydın
,
Erhan Akın
Published: 2023 ,
Railway Engineering
DOI: 10.47072/demiryolu.1205483
CITED
3
FAVORITE
0
TOTAL DOWNLOAD COUNT
850
3
CITED
0
FAVORITE
850
TOTAL DOWNLOAD COUNT
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
434
1
CITED
0
FAVORITE
434
TOTAL DOWNLOAD COUNT
Detection of Insulator Faults in Catenary Systems with Deep Learning
Authors:
Gülşah Karaduman
,
Erhan Akın
,
Berkan Binay
,
Miraç Dilekli
Published: 2022 ,
Railway Engineering
DOI: 10.47072/demiryolu.1114665
CITED
2
FAVORITE
0
TOTAL DOWNLOAD COUNT
594
2
CITED
0
FAVORITE
594
TOTAL DOWNLOAD COUNT
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
881
3
CITED
0
FAVORITE
881
TOTAL DOWNLOAD COUNT
Detection of Defects in Railway Fasteners Using DCGAN and Siamese Neural Network
Authors:
Emre Güçlü
,
İlhan Aydın
,
Erhan Akın
Published: 2022 ,
Railway Engineering
DOI: 10.47072/demiryolu.1015962
CITED
2
FAVORITE
0
TOTAL DOWNLOAD COUNT
578
2
CITED
0
FAVORITE
578
TOTAL DOWNLOAD COUNT
Detection of Defects in Railway Fasteners Using YOLOv4 and Fuzzy Logic
Authors:
Emre Güçlü
,
İlhan Aydın
, Kadir Şahbaz,
Erhan Akın
,
Mehmet Karaköse
Published: 2021 ,
Railway Engineering
DOI: 10.47072/demiryolu.939830
CITED
6
FAVORITE
0
TOTAL DOWNLOAD COUNT
981
6
CITED
0
FAVORITE
981
TOTAL DOWNLOAD COUNT
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
4068
2
CITED
0
FAVORITE
4068
TOTAL DOWNLOAD COUNT
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
4
FAVORITE
0
TOTAL DOWNLOAD COUNT
1349
4
CITED
0
FAVORITE
1349
TOTAL DOWNLOAD COUNT
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
17
FAVORITE
0
TOTAL DOWNLOAD COUNT
3737
17
CITED
0
FAVORITE
3737
TOTAL DOWNLOAD COUNT
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
12
FAVORITE
0
TOTAL DOWNLOAD COUNT
1758
12
CITED
0
FAVORITE
1758
TOTAL DOWNLOAD COUNT
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
18
FAVORITE
0
TOTAL DOWNLOAD COUNT
2774
18
CITED
0
FAVORITE
2774
TOTAL DOWNLOAD COUNT
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