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Diego Resende Faria
Diego Resende Faria
Reader in Robotics & Intelligent Adaptive Systems, University of Hertfordshire, UK
Verified email at herts.ac.uk
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
6042018
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
1412018
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
1112014
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
832019
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
742020
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
742012
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
662019
Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation
JJ Bird, CM Barnes, LJ Manso, A Ekárt, DR Faria
Scientia Horticulturae 293, 2022
642022
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
602020
Robotics: Representation framework of perceived object characteristics
R Martins, DR Faria, J Dias
572012
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
512015
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
502016
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
472017
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
442017
Dynamic Bayesian Network for Semantic Place Classification in Mobile Robotics
C Premebida, DR Faria, U Nunes
AURO: Autonomous Robots, Springer, 2017
442017
Multimodal CNN pedestrian classification: a study on combining LIDAR and camera data
G Melotti, C Premebida, NMMS Gonçalves, UJC Nunes, DR Faria
2018 21st International Conference on Intelligent Transportation Systems …, 2018
412018
Chatbot Interaction with Artificial Intelligence: human data augmentation with T5 and language transformer ensemble for text classification
JJ Bird, A Ekárt, DR Faria
Journal of Ambient Intelligence and Humanized Computing 14 (4), 3129-3144, 2021
382021
Synthetic Biological Signals Machine-generated by GPT-2 improve the Classification of EEG and EMG through Data Augmentation
JJ Bird, MG Pritchard, A Fratini, A Ekart, DR Faria
The IEEE Robotics and Automation Letters, 2021
362021
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
342009
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
322020
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