Diego Resende Faria
Diego Resende Faria
Senior Lecturer in Computer Science, Aston University, UK
Verified email at aston.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
1212018
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
922014
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
682012
Robotics: Representation framework of perceived object characteristics
R Martins, DR Faria, J Dias
412012
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
402015
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
382018
Dynamic Bayesian Network for Semantic Place Classification in Mobile Robotics
C Premebida, DR Faria, U Nunes
AURO: Autonomous Robots, Springer, 2017
332017
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
312009
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
292017
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
282017
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
252016
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
222014
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
212019
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
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
202019
Combining Discriminative Spatio-Temporal Features for Daily Life Activity Recognition using Wearable Motion Sensing Suit
JPM Vital, DR Faria, G Dias, M Couceiro, F Coutinho, N Ferreira
Pattern Analysis and Applications, PAA Springer, 2016, 2016
192016
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
162020
Real-time Application for Monitoring Human Daily Activity and Risk Situations in Robot-Assisted Living
M Vieira, DR Faria, U Nunes
Robot 2015: Second Iberian Robotics Conference, 449-461, 2015
162015
Probabilistic representation of 3d object shape by in-hand exploration
DR Faria, R Martins, J Lobo, J Dias
2010 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2010
162010
Evolutionary Optimisation of Fully Connected Artificial Neural Network Topology
JJ Bird, A Ekart, CD Buckingham, DR Faria
Computing Conference 2019, 2019
132019
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