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 and Ultrasound Signals, Discrimination of Photos from Synthetic Images, ENF-based Authentication of Digital Media, 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
AI-based Upper Limb Movement Recognition From Ultrasound Data
(Joint PhD supervision between UPatras and IMEC, Belgium)UG Students & Projects
Hand gesture recognition using B-mode ultrasound images
Fall Detection – Prediction based on Deep Learning Techniques
Biometric Authentication Using sEMG Signals
Deep Fake Media
Hand Gesture Recognition from sEMG Signals
sEMG hand gesture recognition with few-shot learning
Hand Gesture Recognition from Ultrasound A-mode Signals
Real-time Human Emotion Classification with Convolutional Neural Networks
sEMG-based Multi-label Hand Gesture Recognition
Image Compression Based on Deep Learning Methods
Camera Model Identification from Photo Data
Machine Learning in Glaucoma Detection from OCT Images
RECENT ALUMNI
RECENT ALUMNI
RECENT ALUMNI
RECENT ALUMNI
RECENT ALUMNI
______________________________________________________________________________________
MSc Level
Vision-Based Time-To-Collision Estimation System for Collision Mitigation
Deep Learning Based Image Compression
UG Level
Hand Gesture Recognition Using Temporal Convolutional Networks / poster
Vehicle and License Plate Recognition in Real Time / poster
Modern Video Compression Techniques
Camera-Assisted Lane-Keeping Support Systems / demo
Registration of Images for the Creation of HDR Images / demo
Drowsiness Detection using Machine Learning Techniques
Detection and Measurement of Adipose Tissue from Thermal Images
ENF-based Video Watermarking at the Edge
Software Application for Checking the Antifouling Paint of Ships
HEVC - High Efficiency Video Coding / poster
HEVC vs H.264 Video Coding / demo
Vision-Based Time-To-Collision Estimation System
ENF-Based Authentication of Digital Media Recordings
Processing and Classification of Holographic White Blood Cell Images / poster / thesis (in English)
(now with Philips Netherlands - Interview on YouTube: Bridging Data Science and Healthcare)
Person Authentication Based on Near Infra-Red Images of Finger Veins
Fotis Tagkalakis
Deep Learning for Gesture Recognition from sEMG Recordings
Motion Estimation in HEVC
Stereo Vision of Dual View MSG Satellite Images / poster
