Theodorakopoulos Elias

Theodorakopoulos Elias is an Assistant Professor in the Department of Electrical and Computer Engineering at Democritus University of Thrace (DUTH) since 2023. His research focuses on Machine Learning and Deep Learning applications in Signal Processing, Computer Vision, and Image Analysis, with a particular emphasis on Biometrics and Biomedical Signal Processing.

• Education: BSc in Physics (2007), MSc in Electronics & Computers (2009), PhD in Pattern Recognition (2014) from the University of Patras.
• Courses Taught: Pattern Recognition, Electrical Measurements, Electrical Circuits I, and Digital Image Processing at the undergraduate level.

His work bridges industrial and academic domains, with over 10 years in private sector Computer Vision and Data Analysis development, complemented by participation in European and National R&D programs. Recent research includes geometric regularization in neural networks and knowledge transfer methodologies.

In the SAFE-AORTA project, he serves as a Scientific Associate, contributing to AI-driven clinical decision support systems for abdominal aortic aneurysm disease. His publications span journals like Expert Systems with Applications, ERJ Open Research, and Pattern Recognition, reflecting interdisciplinary applications in biometrics and biomedical engineering.