Mirlabs
Ilhan Aydin
Ilhan Aydin
Firat University, Elazig
Regular Member
Personal Web Site:
Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=532
Short Biography

Ilhan Aydin was born in Elazig, Turkey in 1981. He received B. S. and M. S.  degrees in computer engineering from Firat University, Elazig, Turkey, in 2001 and 2006, respectively. He received Ph.D. degree in electrical engineering at Firat University in 2011. He is an Associate Professor with the Department of Computer Engineering, Firat University. His current research interests include computer vision, image processing, machine learning, computational intelligence, embedded system design, signal processing, and condition monitoring.    

List of top 5 publications in the last 5 years

1.Karaköse, E., Gençoğlu, M.T., Karaköse, M., Yaman, O., Aydın, İ., And Akın, E. 2016. A New Arc Detection Method Based On Fuzzy Logic Using S Transform For Pantograph Catenary Systems. Journal Of Intelligent Manufacturing, 0–0.
2.E. Karaköse, M. Karaköse, M. T. Gençoğlu, İ. Aydın, And E. Akın, “A New Experimental Approach Using Image Processing Based Tracking For An Efficient Fault Diagnosis İn Pantograph Catenary Systems,” Ieee Transactions On Industrial Informatics, Pp. 1–1, 2016.
3.M. Bayğın, M. Karaköse, İ. Aydın, S. Alişan, And E. Akın, “Endüstriyel Sistemlerde Arkaplan Çıkarımı Tabanlı Hareketli Nesne Tespiti Ve Sayılması İçin Yeni Bir Yaklaşım,” Muş Alparslan Üniversitesi Fen Bilimleri Dergisi, Vol. 4, No. 2, Pp. 373–381, Dec. 2016.
4. İ. Aydın, “A New Approach Based On Firefly Algorithm For Vision Based Railway Overhead İnspection System,” Measurement, Vol. 74, Pp. 43–55, Oct. 2015.
5.İ. Aydın, M. Karaköse, And E. Akın, “Anomaly Detection Using A Modified Kernel Based Tracking İn The Pantograph Catenary System,” Expert Systems With Applications, Vol. 42, No. 2, Pp. 938–948, Feb. 2015.
6.İ. Aydın, M. Karaköse, And E. Akın, “Combined İntelligent Methods Based On Wireless Sensor Networks For Condition Monitoring And Fault Diagnosis,” Journal Of Intelligent Manufacturing, Vol. 26, No. 4, Pp. 717–729, Aug. 2015.
7.İ. Aydın, M. Karaköse, And E. Akın, “An Approach For Automated Fault Diagnosis Based On A Fuzzy Decision Tree And Boundary Analysis Of A Reconstructed Phase Space,” Isa Transactions, Vol. 53, No. 2, Pp. 220–229, Mar. 2014.
8.İ. Aydın, M. Karaköse, And E. Akın, “A New Contactless Fault Diagnosis Approach For Pantograph Catenary System Using Pattern Recognition And Image Processing Methods,” Advances İn Electrical And Computer Engineering, Vol. 14, No. 3, Pp. 79–88, Jan. 2014.
9.İ. Aydın, M. Karaköse, And E. Akın, “An Adaptive Artificial İmmune System For Fault Classification,” Journal Of Intelligent Manufacturing, Vol. 23, No. 5, Pp. 1489–1499, Oct. 2012.


List of top 5 academic activities during the last 5 years

1. 1. Y. SANTUR, M. KARAKÖSE, İ. AYDIN, and E. AKIN, “IMU based adaptive blur removal approach using image processing for railway inspection,” presented at the 2016 International Conference on Systems, Signals and Image Processing (IWSSIP), Bratislava, Slovakia.

2. 2. İ. AYDIN, M. KARAKÖSE, and E. AKIN, “Rail extraction using geodesic model based interactive segmentation method,” presented at the 2015 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA15), Madrid

3.3 3. İ. AYDIN, O. YAMAN, M. KARAKÖSE, and S. B. ÇELEBİ, “Particle swarm based arc detection on time series in pantograph catenary system,” presented at the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA14), Alberobello, Italy.

4. 4. İ. AYDIN, M. KARAKÖSE, and E. AKIN, “Monitoring of pantograph catenary interaction by using particle swarm based contact wire tracking,” presented at the IEEE International Conference on Systems, Signals and Image Processing (IWSSIP14), Dubrovnik.

5. 5. İ. AYDIN, M. KARAKÖSE, and E. AKIN, “A New Contactless Fault Diagnosis Approach for Pantograph Catenary System,” presented at the IEEE International Conference of 15th Mechatronika, PRAGUE.

6. 6. İ. AYDIN, M. KARAKÖSE, and E. AKIN, “A new approach based on boundary analysis of reconstructed phase space for fault diagnosis,” presented at the 2013 9th Asian Control Conference (ASCC13), Istanbul, Turkey.

7.77. O. YAMAN, İ. AYDIN, M. KARAKÖSE, and E. AKIN, “Contact Point Analysis of Catenar Pantograph System By Using Normal and Thermal Images,” presented at the 2. Uluslar arası Raylı Sistemler Mühendisliği Sempozyumu (ISERSE’13), Karabük.