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Diego Resende Faria
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A Study on CNN Transfer Learning for Image Classification
M Hussain, J Bird, DR Faria
UKCI'18: 18th Annual UK Workshop on Computational Intelligence, 2018
3012018
A Probalistic Approach for Human Everyday Activities Recognition using Body Motion from RGB-D Images
DR Faria, C Premebida, U Nunes
IEEE RO-MAN'14: IEEE International Symposyum on Robot and Human Interactive …, 2014
1012014
A Study on Mental State Classification using EEG-based Brain-Machine Interface
JJ Bird, L Manso, EP Ribeiro, A Ekart, DR Faria
9th IEEE International Conference on Intelligent Systems 2018, 2018
812018
Extracting data from human manipulation of objects towards improving autonomous robotic grasping
DR Faria, R Martins, J Lobo, J Dias
Robotics and Autonomous Systems, 2012
722012
Probabilistic Human Daily Activity Recognition towards Robot-assisted Living
DR Faria, M Vieira, C Premebida, U Nunes
Proceedings of IEEE RO-MAN'15: IEEE International Symposium on Robot and …, 2015
462015
Robotics: Representation framework of perceived object characteristics
R Martins, DR Faria, J Dias
462012
Mental Emotional Sentiment Classification with an EEG-based Brain-Machine Interface
JJ Bird, A Ekart, CD Buckingham, DR Faria
International Conference on Digital Image & Signal Processing (DISP’19 …, 2019
432019
Cross-domain MLP and CNN Transfer Learning for Biological Signal Processing: EEG and EMG
JJ Bird, J Kobylarz, DR Faria, A Ekart, EP Ribeiro
IEEE ACCESS, 2020
392020
A human activity recognition framework using max-min features and key poses with differential evolution random forests classifier
UM Nunes, DR Faria, P Peixoto
Pattern Recognition Letters 99, 21-31, 2017
382017
Dynamic Bayesian Network for Semantic Place Classification in Mobile Robotics
C Premebida, DR Faria, U Nunes
AURO: Autonomous Robots, Springer, 2017
382017
Social activity recognition based on probabilistic merging of skeleton features with proximity priors from RGB-D data
C Coppola, DR Faria, U Nunes, N Bellotto
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016
372016
A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction
JJ Bird, DR Faria, LJ Manso, A Ekart, CD Buckingham
Complexity 19 (1), 1-14, 2019
362019
Affective Facial Expressions Recognition for Human-Robot Interaction
DR Faria, M Vieira, F C. C. Faria, C Premebida
IEEE RO-MAN'17: IEEE International Symposium on Robot and Human Interactive …, 2017
352017
3D hand trajectory segmentation by curvatures and hand orientation for classification through a probabilistic approach
DR Faria, J Dias
2009 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2009
332009
British Sign Language Recognition via Late Fusion of Computer Vision and Leap Motion with Transfer Learning to American Sign Language
JJ Bird, A Ekart, DR Faria
Sensors, 2020
272020
Knowledge-based reasoning from human grasp demonstrations for robot grasp synthesis
DR Faria, P Trindade, J Lobo, J Dias
Robotics and Autonomous Systems (RAS Elsevier), 2014
252014
Thumbs Up, Thumbs Down: Non-verbal Human-Robot Interaction through Real-time EMG Classification via Inductive and Supervised Transductive Transfer Learning
J Kobylarz, JJ Bird, DR Faria, EP Ribeiro, A Ekárt
Journal of Ambient Intelligence and Humanized Computing, 2020
222020
Automatic Detection of Human Interactions from RGB-D Data for Social Activity Classification
C Coppola, S Cosar, DR Faria, N Bellotto
IEEE RO-MAN'17: IEEE International Symposium on Robot and Human Interactive …, 2017
222017
Learning from Interaction: An Intelligent Networked based Human-bot and Bot-bot Chatbot System
JJ Bird, A Ekart, DR Faria
UKCI'18: 18th Annual UK Workshop on Computational Intelligence, 2018
212018
Applying Probabilistic Mixture Models to Semantic Place Classification in Mobile Robotics
C Premebida, DR Faria, F de Souza, U Nunes
IEEE IROS'15: Int. Conference on Intelligent Robots and Systems, 2015
212015
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