35 citations · 57 across the 11 of their papers we have counts for
4 papers · 1 filter
Class Feature Pyramids for Video Explanation
Alexandros Stergiou, Georgios Kapidis, Grigorios Kalliatakis +3
Deep convolutional networks are widely used in video action recognition. 3D convolutions are one prominent approach to deal with the additional time dimension. While 3D convolution…
DisplaceNet: Recognising Displaced People from Images by Exploiting Dominance Level
Grigorios Kalliatakis, Shoaib Ehsan, Maria Fasli +1
Every year millions of men, women and children are forced to leave their homes and seek refuge from wars, human rights violations, persecution, and natural disasters. The number of…
GET-AID: Visual Recognition of Human Rights Abuses via Global Emotional Traits
Grigorios Kalliatakis, Shoaib Ehsan, Maria Fasli +1
In the era of social media and big data, the use of visual evidence to document conflict and human rights abuse has become an important element for human rights organizations and a…
Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions
Alexandros Stergiou, Georgios Kapidis, Grigorios Kalliatakis +3
Deep learning approaches have been established as the main methodology for video classification and recognition. Recently, 3-dimensional convolutions have been used to achieve stat…