7 citations · 35 across the 24 of their papers we have counts for
13 papers · 1 filter
Exploring Temporal Context and Human Movement Dynamics for Online Action Detection in Videos
Vasiliki I. Vasileiou, Nikolaos Kardaris, Petros Maragos
Nowadays, the interaction between humans and robots is constantly expanding, requiring more and more human motion recognition applications to operate in real time. However, most wo…
Enhancing Handwritten Text Recognition with N-gram sequence decomposition and Multitask Learning
Vasiliki Tassopoulou, George Retsinas, Petros Maragos
Current state-of-the-art approaches in the field of Handwritten Text Recognition are predominately single task with unigram, character level target units. In our work, we utilize a…
Independent Sign Language Recognition with 3D Body, Hands, and Face Reconstruction
Agelos Kratimenos, Georgios Pavlakos, Petros Maragos
Independent Sign Language Recognition is a complex visual recognition problem that combines several challenging tasks of Computer Vision due to the necessity to exploit and fuse in…
Emotion Understanding in Videos Through Body, Context, and Visual-Semantic Embedding Loss
Panagiotis Paraskevas Filntisis, Niki Efthymiou, Gerasimos Potamianos +1
We present our winning submission to the First International Workshop on Bodily Expressed Emotion Understanding (BEEU) challenge. Based on recent literature on the effect of contex…
WSRNet: Joint Spotting and Recognition of Handwritten Words
George Retsinas, Giorgos Sfikas, Petros Maragos
In this work, we present a unified model that can handle both Keyword Spotting and Word Recognition with the same network architecture. The proposed network is comprised of a non-r…
How to track your dragon: A Multi-Attentional Framework for real-time RGB-D 6-DOF Object Pose Tracking
Isidoros Marougkas, Petros Koutras, Nikos Kardaris +3
We present a novel multi-attentional convolutional architecture to tackle the problem of real-time RGB-D 6D object pose tracking of single, known objects. Such a problem poses mult…