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
sEMG hand gesture recognition with few-shot learning
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
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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
