PhD / MSc / UG Students & Projects

This page presents details on my students and their work, (at all levels, i.e. PhD, MSc, UG), since the academic year 2014-2015. At the same time it provides an overview of the topics that I am interested in, which are Gesture Recognition Based on sEMG Signals, Discrimination of Photos from Computer Graphics Images, ENF-based Authentication of Digital Media, Satellite Image Registration, Vehicle Recognition, Video Coding, Brown Adipose Tissue Quantification from Thermal Images, HDR Image Compression, NIR Finger Vein Authentication, ...

PostDocs & Projects

Multi-Channel EMG Pattern Classification based on Deep Learning

Panagiotis Tsinganos / LinkedIn

(Joint PhD supervision between UPatras and VUB, Belgium)

PhD Students & Projects

AI in Image and Video Coding

Sofia Iliopoulou


AI-based Upper Limb Movement Recognition From Ultrasound Data

Antonis Lykourinas

(Joint PhD supervision between UPatras and IMEC, Belgium)

UG Students & Projects

Hand gesture recognition using B-mode ultrasound images

Konstantinos Angistriotis


Fall Detection with Deep Learning

Leandros Arvanitopoulos


Biometric Authentication Using sEMG Signals

Georgios Yiannikas


Deep Fake Media

Marios Zopaniotis


sEMG hand gesture recognition with few-shot learning

Anastasios Karampetsios


Real-time Human Emotion Classification with Convolutional Neural Networks

Georgios Konstantoulas


sEMG-based Multi-label Hand Gesture Recognition

Ioannis Levedianos


Image Compression Based on Deep Learning Methods

Dimitra Skamantzoura


Camera Model Identification from Photo Data

Zoi Stathoulia


Machine Learning in Glaucoma Detection from OCT Images

Christos Tzanis


 


RECENT ALUMNI                                                    

         RECENT ALUMNI 

                   RECENT ALUMNI 

                              RECENT ALUMNI  

                                        RECENT ALUMNI                                              

______________________________________________________________________________________

MSc Level

2016

Vision-Based Time-To-Collision Estimation System for Collision Mitigation

Rubén Laencina Escobar


2018

Vein Fingerprints as Biometric Features for Person Identification / poster / thesis (in Greek)

Christos Vassilopoulos


2022

Deep Learning Based Image Compression

Sofia Iliopoulou


2017

Assisted Living: IMU Signal Processing for Fall Detection of Elderly / poster / thesis (in English)

Panagiotis Tsinganos

UG Level

2020

Automatic Discrimination of Photographs from Computer Generated Images Based on Deep Learning / poster / demo

Alexandros Avramis


2023

Hand Gesture Recognition Using Temporal Convolutional Networks / poster

Angeliki Anastasopoulou


2019

Discrimination of Photos from Computer Graphics Images/ poster / demo

Konstantinos Annousakis-Giannakopoulos


2017

Lie Detection and Emotion Extraction via Video Motion Magnification / poster / demo

Haroula Voulgari

(now with ASML Netherlands B.V.)

2019

Hand Gesture Recognition Based on sEMG Signals / poster / demo

Marina Georgoula


2022

Myoelectric Control in Virtual Reality Environment / poster / demo

Angeliki Grammatikaki


2018

Brown Adipose Tissue Quantification From Thermal Images / poster / demo

Konstantinos-Raphael Dafnis


2019

Vehicle and License Plate Recognition in Real Time / poster

Irene Denazi


2018

Document Authentication / poster / demo

Sofia Iliopoulou


2019

Modern Video Compression Techniques

Vlasis Kalogerakis


2018

Camera-Assisted Lane-Keeping Support Systems / demo

Antonis Karageorgiou


2017

Registration of Images for the Creation of HDR Images / demo

Anastasia Koutsaftaki


2022

Drowsiness Detection using Machine Learning Techniques

Manolis Kremmidas


2016

HDR Image Compression / poster / demo / thesis (in Greek)

Ioannis Krilis


2020

sEMG-based Control: A Deep Learning Approach / poster / demo

Ioannis Kyriazis


2023

Detection and Measurement of Adipose Tissue from Thermal Images

Pavlos Loukareas


2023

ENF-based Video Watermarking at the Edge

Antonis Lykourinas


2023

Software Application for Checking the Antifouling Paint of Ships

Gennaios Lykourgiotis


2022

Hand Gesture Recognition from sEMG and IMU Signals / poster / demo

Alexandros Matinopoulos-Lopez


2017

HEVC - High Efficiency Video Coding / poster

Konstantinos Mermelas


2023

ENF Signal Detection in Video Sequences / poster / demo

Eleni Baktalia


2018

HEVC vs H.264 Video Coding / demo

Panos Bergeles


2017

Tone-Mapping of HDR Images / poster / thesis (in Greek)

Dafne Panagopoulou

(now with Santander UK Technology)

2018

Driving Behavior Supervision System Based On Computer Vision / poster / demo

George Paraskevopoulos


2020

sEMG-based Hand Gesture Recognition / poster / demo

Alkinoos-Panteleimon Peftikoglou


2018

Vision-Based Time-To-Collision Estimation System

Konstantinos Polychronopoulos


2019

ENF-Based Authentication of Digital Media Recordings

Alexis Selbessis


2023

Automatic Discrimination of Photorealistic Images/ poster / demo

Evangelos Skoulas


2018

Spiking Neural Networks / poster / demo / thesis (in English)

Christos Sourmpis

(now at EPFL, Switzerland)

2017

Processing and Classification of Holographic White Blood Cell Images / poster / thesis (in English)

Helena Stamatelou

(now with Philips Netherlands - Interview on YouTube: Bridging Data Science and Healthcare)

2018

Synthetic Aperture Ultrasound Beamforming / poster / demo

Vasilina Stergiopoulou

(now at EURECOM Sophia Antipolis, France)

2017

Person Authentication Based on Near Infra-Red Images of Finger Veins

Fotis Tagkalakis


2019

Deep Learning for Gesture Recognition from sEMG Recordings

Nikolas Tsagkas

MyoUP EMG Database Demo1 Demo2 Demo3 (Real Time)


2016

Motion Estimation in HEVC

Thanos Tsakiris


2020

Hand Gesture Recognition with Surface Electromyogram and Inertial Sensors / poster / demo

Anastasios Tsalkitzis


2017

NIR Finger Vein Image System for Identification of Persons / poster / thesis (in Greek)

Epameinondas Tsiampoulas


2018

Satellite Image Registration / poster / demo

Konstantinos Tsinganos


2019

Stereo Vision of Dual View MSG Satellite Images / poster

Nikos Tsiknakis


2023

Image Compression Based on Deep Learning Models / poster / demo

Georgios Tsouderos


2022

Gaze-Guided Discrimination of Photos and Computer Graphic Images / poster / demo

Nikos Fotopoulos