Deep Learning, Image Processing, Optimization
My research areas are Antenna Design, Artificial Neural Networks, Artificial Intelligence Algorithms, Optimization, Embedded Systems, GPR, Image Processing, Dictionary Learning and Deep Learning
I'm PHD Student in Selcuk University
- Experience In
Article in SCI index
- Umut Özkaya, Levent Seyfi, A Novel Fuzzy Logic Model for Intelligent Traffic Systems, Electronics World, Vol. 122(1960), pp. 36-39. April 2016. ISSN:1365-4675.
- Umut Özkaya, Levent Seyfi, A Comparative Study on Parameters of Leaf Shape Patch Antenna Using Hybrid Artificial Intelligence Network Models, Neural Computing and Applications, ACCEPTED, DOI: 10.1007/s00521-016-2620-1.
Article in other index
- Şaban Öztürk, Umut Özkaya, Bayram Akdemir, Levent Seyfi, Soft Tissue Sacromas Segmentation using Optimized Otsu Thresholding Algorithms, International Journal of Engineering Technology, Management and Applied Sciences, September 2017, Volume 5, Issue 9, ISSN 2349-4476.
- Umut Özkaya, Levent Seyfi, Optimal Rectangular Microstrip Antenna with and without Air Gaps Design by means of Particle Swarm Optimization and Vortex Search Algorithm, International Journal of Computer and Communication Engineering (IJCCE), Vol. 6, No:1, January 2017, pp. 75-82, ISSN: 2010-3743, doi:10.17706/ijcce.2017.6.1.75-82
Under review papers
A Hybrid Pattern Recognition System for Detecting Buried Object in GPR Images (accepted Helix Journal E-sci)
Deep Dictionary Learning Application in GPR B Scan Images (under review)