Research Overview

My research focuses on signal and image processing, pattern recognition, and their applications in biomedical engineering.

SIPPRE Research Group

In 2020, I founded the Signal, Image Processing & Pattern Recognition (SIPPRE) Research Group at the Department of Electrical & Computer Engineering, University of Peloponnese. Our group is dedicated to cutting-edge research in signal and image processing, biomedical data analysis, and brain-computer interface technology.

Research Areas

My research interests span several interconnected domains:

Signal Processing & Analysis

• Digital audio processing and analysis
• Digital image processing and analysis
• Blind source and speech separation

Biomedical Applications

• Analysis and processing of medical signals
• Computer-Aided Diagnosis (CAD) systems in medical imaging
• EEG/MEG signal analysis for understanding brain dynamics
• Brain-Computer Interfaces

Machine Learning & Pattern Recognition

• Neural Networks (including deep learning architectures)
• Hidden Markov Models
• Support Vector Machines
• Contemporary approaches in machine learning

Specialized Applications

• Music information retrieval and emotion recognition
• Tourism demand forecasting using time-series analysis

Research Profiles

Connect with my research:

• Google Scholar | Scopus | ORCID
• ResearchGate | Academia
• Medium Blog | GitHub

Research Collaborations

I welcome opportunities for collaboration with researchers, industry partners, and academic institutions. If you’re interested in exploring potential joint projects related to signal processing, biomedical applications, or machine learning, please don’t hesitate to reach out.

Contact: koutras@uop.gr