Research Interests
My main research interests include:
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Machine Audition (audio source separation, localisation, Music Information Retrieval).
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Machine Learning (Independent Component Analysis, sparse basis and dictionary learning, feature extraction).
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Blind signal extraction, analysis and decision making from time series.
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Image Fusion, Multi-modal Imaging applications, HDR color extension.
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Symmetry Identification - Image Registration techniques - Motion Estimation .
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Image Interest Point detection.
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Deep Learning for image, video and audio processing and inference.
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Applications of Motion Amplification.
Research Projects
- Research, Design, Development and Implementation of a holistic system for quality of life and activity improvement for elderly people (ASPiDA) [ www ]
Institution: Democritus University of Thrace, Dep. of Electronic and Computer Engineering
Dates: Dec. 2020 - 2023
Duties: Principal Research Team.
Principal Investigator: Prof. George Sirakoulis
- Environmental Sensing with Backscatter Radio and Backscatter Sensor Networks, RFIDs. (BLASE)[ www ]
Institution: Technical University of Crete, Dep. of Electronic and Computer Engineering
Duties: Research Collaborator.
Principal Investigator: Prof. Aggelos Bletsas
- Frequency-Domain 3D structure and Motion Estimation (F3SME) [ www ]
Institution:Democritus University of Thrace
Dates: Mar. 2012 - Mar. 2015
Duties: Principal Investigator
Post-Doctoral Researcher: Dr. Dimitrios Alexiadis
Collaboration: Dr. Tania Stathaki, Imperial College London, UK.
Funding Source: General Secretariat of Research and Technology, Greece. Action 'Support of post-doctoral researchers'
Total Funding: 96.000E
- Applied Multi-Dimensional Image Fusion (AMDF)
Institution: Imperial College London, Dep. of Electrical and Electronic Engineering
Dates: Oct. 2003 - April 2009
Duties: Research Associate.
Principal Investigator: Dr. Tania Stathaki
Funding Source: Data Information Fusion (DIF) - Defence Technology Centre (DTC)
External Collaborators
- Tania Stathaki, Reader, Imperial College London, UK
- Aggelos Bletsas, Professor, Technical University of Crete, GR
- Georgios Tzimiropoulos, Associate Professor, Queen Mary London, UK
- Theologos Dergiades, Assistant Professor, University of Macedonia, GR
- Nikolaos V. Boulgouris, Senior Lecturer, Brunel University, UK
- George Alexis Ioannakis, Researcher C, Research Center "Athina", GR
Research Indices
