Learning under uncertainty
Action recognition and Localisation
Affect Analysis from Neurophysiological Signals
Learning representations from unlabelled data
Human Behaviour Analysis for Mental Health
Deep learning with few/no labels
Video Summarisation with GANs
Style Transfer with Deep Neural Netwrorks
Georgios Kordopatis-Zilos, "Video Retrieval with Deep Learning", 2016-2020
Mina Bishay, ’Non verbal behaviour analysis in mental health illnesses’, 2015-2019
Wenxuan Mou, ’Affect Analysis in Group Settings’, 2014-2019
Aria Ahmadi, ’Unsupervised Training of Deep Neural Networks for Motion Estimation’, 2014-2019
Fotini Markatopoulou, ’Deep Multitask learning for Concept detection in video’, 2014-2018
Christos Tzelepis, ’Video event detection’, 2013-2018
Juan Abdon Miranda Correa, ’EEG-based Affect Recognition’, 2013-2018
Petar Palasek, ’Deep Learning architectures for Action recognition’, 2013-2018
Daria Stefic, ’Human Gaze analysis for Human Action Recognition”, 2012-2016
Heng Yang, ’Facial expression analysis, 2012-2015
Sertan Kaymak, ’Real-time gaze tracking’, 2011-2014
Vijay Kumar, ’Human Action Localisation in Image Sequences’, 2009-2013
Stefanos Vrochidis, ’Implicit feedback for Multimedia Image retreival’, 2009-2012
Spiros Nikolopoulos, ’Semantic image analysis using knowledge and content’, 2009-2012
Dr. Sander Koelstra ’Affective and implicit tagging using facial expressions and electroencephalography’, 2008-2012
Giuseppe Passino ’Patch-based Semantic Labelling of Images’, 2007-2010
Antonis Oikonomopoulos ’Vision-based Recognition of Body Gestures’ 2006-2010