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Canan Taştimur

Observed names: CANAN TASTİMUR, Canan TAŞTİMUR, Canan Tastimur, Canan Taştimur Temiz, Tastimur, Canan, Taştimur, Canan
ORCID: 0000-0002-3714-6826
Observed ORCIDs: 0000-0002-3714-6826, 0000-0002-8429-854X
OpenAlex ID: A5024979879
Rail defect detection with real time image processing technique
2016 · Canan Tastimur, Mehmet Karakose, et al. · IEEE International Conference on Industrial Informatics (INDIN) · 48
Image Processing Based Level Crossing Detection and Foreign Objects Recognition Approach in Railways
2017 · Canan Tastimur, Mehmet Karakose, et al. · International Journal of Applied Mathematics Electronics and Computers · 36
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A vision based traffic light detection and recognition approach for intelligent vehicles
2017 · Ziya Ozcelik, Canan Tastimur, et al. · International Conference on Computer Science and Engineering (UBMK) · 27
A Vision Based Condition Monitoring Approach for Rail Switch and Level Crossing using Hierarchical SVM in Railways
2016 · Canan Taştimur, Mehmet Karaköse, et al. · International Journal of Applied Mathematics Electronics and Computers · 26
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Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education
2016 · Canan Tastimur, Mehmet Karakose, et al. · International Conference on Information Technology Based Higher Education and Training (ITHET) · 16
Image processing based traffic sign detection and recognition with fuzzy integral
2016 · Canan Tastimur, Mehmet Karakose, et al. · International Conference on Systems, Signals and Image Processing · 16
Detection of rail faults using morphological feature extraction based image processing
2015 · Canan Tastimur, Erhan Akin, et al. · Signal Processing and Communications Applications Conference (SIU) · 14
A real time interface for vision inspection of rail components and surface in railways
2017 · Canan Tastimur, Orhan Yaman, et al. · International Artificial Intelligence and Data Processing Symposium (IDAP) · 12
Skin Cancer Detection Based on YOLOv8 Through A Mobile Application
2024 · Numan Deniz, Canan Tastimur · International Artificial Intelligence and Data Processing Symposium (IDAP) · 7
Fastener Classification Using One-Shot Learning with Siamese Convolution Networks
2022 · Canan Tastimur, Erhan Akin · JUCS - Journal of Universal Computer Science · 7
Defect Diagnosis of Rolling Element Bearing using Deep Learning
2018 · Canan Tastimur, Mehmet Karakose, et al. · International Artificial Intelligence and Data Processing Symposium (IDAP) · 7
A Novel Method Based on Deep Learning and Image Processing Techniques for Wearing Inspection on the Pantograph Surface
2021 · Canan Tastimur, Gulsah Karaduman, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 5
Vibration Signal Processing Based Bearing Defect Diagnosis with Transfer Learning
2019 · Canan Tastimur, Mehmet Karakose, et al. · International Informatics and Software Engineering Conference (IISEC) · 4
Automated fabric defect inspection with fuzzy c-means, conditional random fields and refined U-Net
2026 · Canan Tastimur · Journal of Mechanical Science and Technology · 2
A New Bearing Fault Diagnosis Method using Envelope based Feature Extraction
2021 · Canan Tastimur, Mehmet Karakose, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 2
Efficient and Real-Time Railway Track Fault Classification Using CNN Integrated with Convolutional Block Attention Module
2025 · Canan Taştimur · Muş Alparslan Üniversitesi Fen Bilimleri Dergisi · 1
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Fabric Faults Robust Classification Based on Logarithmic Residual Shrinkage Network in a Four-Point System
2025 · Canan Tastimur, Erhan Akin, et al. · Applied Sciences · 1
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Diagnosis of Permanent Magnet Assisted Synchronous Reluctance Motor Winding Fault by Convolutional Neural Network
2024 · Ayse Bayrak, Canan Taştimur, et al. · Turkish Journal of Science and Technology · 1
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Anomaly Detection in Yarn Tension Signal Using Independent Component Analysis
2023 · Canan TAŞTİMUR, Mehmet AĞRİKLİ, et al. · Turkish Journal of Science and Technology · 1
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GMRNet: A Novel Geometric Mean Relation Network for Few-Shot Very Similar Object Classification
2022 · Canan Tastimur, Erhan Akin · IEEE Access · 1
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A comparison study of rail fault detection methods in the literature
2017 · Mehmet Karaköse, Canan Taştimur, et al. · 1
An Information Extraction Approach with Vehicle and Pedestrian Activity Monitoring For Traffic Management in Smart City
2017 · Canan Taştimur, Mehmet Karaköse, et al. · International journal of advance research, ideas and innovations in technology · 1
A Hybrid CNN-BiLSTM-Multihead Attention Framework for Robust Broken Tooth Fault Diagnosis in Gearboxes Under Noise Conditions
2026 · Canan Tastimur · U Porto Journal of Engineering
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Continual Learning for Gearbox Fault Diagnosis Under Varying Load Conditions: a Comparative Study of Fine-tuning, Experience Replay, and Knowledge Distillation
2026 · CANAN TASTİMUR · Bidge Yayınları eBooks
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Multi-Modal Attention-Based Automatic Diagnosis of Bearing Vibration Faults for Robust Mechanical Condition Monitoring
2026 · Tastimur, Canan, Kaya, Volkan · Tehnicki vjesnik - Technical Gazette
Works count: 41
Citation count: 236
H-index: 8
I10-index: 8
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