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An analysis of convolutional long short-term memory recurrent neural networks for gesture recognition
E Tsironi, P Barros, C Weber, S Wermter
Neurocomputing 268, 76-86, 2017
1852017
Face expression recognition with a 2-channel convolutional neural network
D Hamester, P Barros, S Wermter
2015 international joint conference on neural networks (IJCNN), 1-8, 2015
1242015
Developing crossmodal expression recognition based on a deep neural model
P Barros, S Wermter
Adaptive behavior 24 (5), 373-396, 2016
982016
Multimodal emotional state recognition using sequence-dependent deep hierarchical features
P Barros, D Jirak, C Weber, S Wermter
Neural Networks 72, 140-151, 2015
862015
A multichannel convolutional neural network for hand posture recognition
P Barros, S Magg, C Weber, S Wermter
International Conference on Artificial Neural Networks, 403-410, 2014
852014
Emotion-modulated attention improves expression recognition: A deep learning model
P Barros, GI Parisi, C Weber, S Wermter
Neurocomputing 253, 104-114, 2017
822017
The OMG-emotion behavior dataset
P Barros, N Churamani, E Lakomkin, H Siqueira, A Sutherland, S Wermter
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
772018
Ball localization for robocup soccer using convolutional neural networks
D Speck, P Barros, C Weber, S Wermter
Robot World Cup, 19-30, 2016
622016
Emotional expression recognition with a cross-channel convolutional neural network for human-robot interaction
P Barros, C Weber, S Wermter
2015 IEEE-RAS 15th International Conference on Humanoid Robots (Humanoids …, 2015
502015
A dynamic gesture recognition and prediction system using the convexity approach
P Barros, NT Maciel-Junior, BJT Fernandes, BLD Bezerra, ...
Computer Vision and Image Understanding 155, 139-149, 2017
492017
Real-time gesture recognition using a humanoid robot with a deep neural architecture
P Barros, GI Parisi, D Jirak, S Wermter
2014 IEEE-RAS International Conference on Humanoid Robots, 646-651, 2014
492014
Gesture Recognition with a Convolutional Long Short-Term Memory Recurrent Neural Network.
E Tsironi, PVA Barros, S Wermter
ESANN, 2016
462016
Teaching emotion expressions to a human companion robot using deep neural architectures
N Churamani, M Kerzel, E Strahl, P Barros, S Wermter
2017 international joint conference on neural networks (IJCNN), 627-634, 2017
322017
Understanding how deep neural networks learn face expressions
N Mousavi, H Siqueira, P Barros, B Fernandes, S Wermter
2016 International Joint Conference on Neural Networks (IJCNN), 227-234, 2016
292016
A multimodal approach using deep learning for fall detection
YM Galvão, J Ferreira, VA Albuquerque, P Barros, BJT Fernandes
Expert Systems with Applications 168, 114226, 2021
232021
iCub: learning emotion expressions using human reward
N Churamani, F Cruz, S Griffiths, P Barros
arXiv preprint arXiv:2003.13483, 2020
232020
Facial expression editing with continuous emotion labels
A Lindt, P Barros, H Siqueira, S Wermter
2019 14th IEEE International Conference on Automatic Face & Gesture …, 2019
212019
Emotion recognition from body expressions with a neural network architecture
N Elfaramawy, P Barros, GI Parisi, S Wermter
Proceedings of the 5th International Conference on Human Agent Interaction …, 2017
202017
Learning empathy-driven emotion expressions using affective modulations
N Churamani, P Barros, E Strahl, S Wermter
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
182018
Towards real-time ball localization using cnns
D Speck, M Bestmann, P Barros
Robot World Cup, 337-348, 2018
172018
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