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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
2402018
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
992014
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
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
692018
Robotics: Representation framework of perceived object characteristics
R Martins, DR Faria, J Dias
482012
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
442015
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
392019
Dynamic Bayesian Network for Semantic Place Classification in Mobile Robotics
C Premebida, DR Faria, U Nunes
AURO: Autonomous Robots, Springer, 2017
392017
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
342017
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
342016
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
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
322017
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
312020
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
312019
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
242014
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
222020
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
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
192020
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
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
182018
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