| Robust PCA micro-Doppler classification using SVM on embedded systems J Zabalza, C Clemente, G Di Caterina, J Ren, JJ Soraghan, S Marshall IEEE Transactions on Aerospace and Electronic Systems 50 (3), 2304-2310, 2014 | 116 | 2014 |
| A deep learning method for pathological voice detection using convolutional deep belief networks H Wu, J Soraghan, A Lowit, G Di Caterina Interspeech 2018, 2018 | 109 | 2018 |
| Study on interaction between temporal and spatial information in classification of EMG signals for myoelectric prostheses R Menon, G Di Caterina, H Lakany, L Petropoulakis, BA Conway, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (10 …, 2017 | 97 | 2017 |
| A new spiking convolutional recurrent neural network (SCRNN) with applications to event-based hand gesture recognition Y Xing, G Di Caterina, J Soraghan Frontiers in neuroscience 14, 590164, 2020 | 90 | 2020 |
| Convolutional neural networks for pathological voice detection H Wu, J Soraghan, A Lowit, G Di Caterina 2018 40th annual international conference of the ieee engineering in …, 2018 | 53 | 2018 |
| Ultrafast neuromorphic photonic image processing with a VCSEL neuron J Robertson, P Kirkland, JA Alanis, M Hejda, J Bueno, G Di Caterina, ... Scientific reports 12 (1), 4874, 2022 | 51 | 2022 |
| Yawn analysis with mouth occlusion detection MM Ibrahim, JJ Soraghan, L Petropoulakis, G Di Caterina Biomedical Signal Processing and Control 18, 360-369, 2015 | 28 | 2015 |
| Automatic target recognition for low resolution foliage penetrating SAR images using CNNs and GANs D Vint, M Anderson, Y Yang, C Ilioudis, G Di Caterina, C Clemente Remote Sensing 13 (4), 596, 2021 | 27 | 2021 |
| Smart surveillance system based on stereo matching algorithms with IP and PTZ cameras N Abd Manap, G Di Caterina, J Soraghan, V Sidharth, H Yao 2010 3DTV-Conference: The True Vision-Capture, Transmission and Display of …, 2010 | 26 | 2010 |
| Pseudo-label refinement using superpixels for semi-supervised brain tumour segmentation BH Thompson, G Di Caterina, JP Voisey 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 24 | 2022 |
| SpikeSEG: Spiking segmentation via STDP saliency mapping P Kirkland, G Di Caterina, J Soraghan, G Matich 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 24 | 2020 |
| Human emotion recognition in video using subtraction pre-processing Z He, T Jin, A Basu, J Soraghan, G Di Caterina, L Petropoulakis Proceedings of the 2019 11th International Conference on Machine Learning …, 2019 | 24 | 2019 |
| Indoor home scene recognition using capsule neural networks A Basu, L Petropoulakis, G Di Caterina, J Soraghan Procedia Computer Science 167, 440-448, 2020 | 21 | 2020 |
| Automatic annotation of subsea pipelines using deep learning A Stamoulakatos, J Cardona, C McCaig, D Murray, H Filius, R Atkinson, ... Sensors 20 (3), 674, 2020 | 19 | 2020 |
| Automatic detection of speech disorder in dysarthria using extended speech feature extraction and neural networks classification TB Ijitona, JJ Soraghan, A Lowit, G Di-Caterina, H Yue IET Digital Library, 2017 | 18 | 2017 |
| Low-cost wireless surface EMG sensor using the MSP430 microcontroller A Beneteau, G Di Caterina, L Petropoulakis, JJ Soraghan 2014 6th European Embedded Design in Education and Research Conference …, 2014 | 18 | 2014 |
| Robust complete occlusion handling in adaptive template matching target tracking G Di Caterina, JJ Soraghan Electronics letters 48 (14), 831-832, 2012 | 17 | 2012 |
| Keys to accurate feature extraction using residual spiking neural networks A Vicente-Sola, DL Manna, P Kirkland, G Di Caterina, T Bihl Neuromorphic Computing and Engineering 2 (4), 044001, 2022 | 15 | 2022 |
| Target tracking using a mean-shift occlusion aware particle filter PG Bhat, BN Subudhi, T Veerakumar, G Di Caterina, JJ Soraghan IEEE Sensors Journal 21 (8), 10112-10121, 2021 | 15 | 2021 |
| Simple and complex spiking neurons: Perspectives and analysis in a simple STDP scenario DL Manna, A Vicente-Sola, P Kirkland, TJ Bihl, G Di Caterina Neuromorphic Computing and Engineering 2 (4), 044009, 2022 | 13 | 2022 |
