avatar
Canan Taştimur Asst. Prof. Dr. ERZİNCAN ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ
Publication 7 Review 15 CrossRef Cited 49
7 Publication
15 Review
49 CrossRef Cited

Research Fields

Information and Computing Sciences Image Processing Artificial Intelligence

Institution

ERZİNCAN ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ

Publications

LAViT: Class-Aware Vision Transformer with Learnable Attention for Pest Recognition in Agricultural Fields
Authors: Canan Taştimur Temiz , Volkan Kaya
Published: 2026 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.1739676
FAVORITE 0 TOTAL DOWNLOAD COUNT 380

0

380

Efficient and Real-Time Railway Track Fault Classification Using CNN Integrated with Convolutional Block Attention Module
Authors: Canan Taştimur
Published: 2025 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1763332
FAVORITE 0 TOTAL DOWNLOAD COUNT 224

0

224

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 506

0

506

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 832

0

832

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 857

0

857

Image Processing Based Level Crossing Detection and Foreign Objects Recognition Approach in Railways
Authors: Canan Tastimur , Mehmet Karakose, Erhan Akin
Published: 2017 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.2017SpecialIssue30465
FAVORITE 0 TOTAL DOWNLOAD COUNT 3622

0

3622

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 3293

0

3293

Articles published in
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Reviews

Computer Science
Computer Science
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
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

Publications

Efficient and Real-Time Railway Track Fault Classification Using CNN Integrated with Convolutional Block Attention Module
Authors: Canan Taştimur
Published: 2025 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1763332
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 224

1

0

224

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
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 506

1

0

506

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 857

1

0

857

Image Processing Based Level Crossing Detection and Foreign Objects Recognition Approach in Railways
Authors: Canan Tastimur , Mehmet Karakose, Erhan Akin
Published: 2017 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.2017SpecialIssue30465
CITED 27 FAVORITE 0 TOTAL DOWNLOAD COUNT 3622

27

0

3622

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 3293

19

0

3293

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.