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Gaetano Di Caterina
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2020 – today
- 2024
- [j10]Hernan Hernandez, Sandra Baez
, Vicente Medel
, Sebastian Moguilner, Jhosmary Cuadros, Hernando Santamaría-García, Enzo Tagliazucchi, Pedro A. Valdés-Sosa
, Francisco Lopera, John Fredy Ochoa-Gómez
, Alfredis González-Hernández, Jasmin Bonilla-Santos, Rodrigo A. Gonzalez-Montealegre
, Tuba Aktürk
, Ebru Yildirim
, Renato Anghinah
, Agustina Legaz, Sol Fittipaldi
, Görsev Yener, Javier Escudero, Claudio Babiloni, Susanna Lopez
, Robert Whelan
, Alberto A Fernández Lucas, Adolfo M. García
, David Huepe, Gaetano Di Caterina
, Marcio Soto-Añari
, Agustina Birba
, Agustin Sainz-Ballesteros, Carlos Coronel-Oliveros
, Eduar Herrera
, Daniel Abásolo
, Kerry Kilborn, Nicolás Rubido
, Ruaridh A. Clark
, Rubén Herzog
, Deniz Yerlikaya, Bahar Güntekin
, Mario A. Parra, Pavel Prado
, Agustín Ibáñez
:
Brain health in diverse settings: How age, demographics and cognition shape brain function. NeuroImage 295: 120636 (2024) - [j9]Joshua Robertson
, Paul Kirkland, Gaetano Di Caterina, Antonio Hurtado:
VCSEL-based photonic spiking neural networks for ultrafast detection and tracking. Neuromorph. Comput. Eng. 4(1): 14010 (2024) - [c33]Trevor Bihl, Patrick Farr, Gaetano Di Caterina, Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Jundong Liu, Kara Combs:
Exploring Spiking Neural Networks (SNN) for Low Size, Weight, and Power (SWaP) Benefits. HICSS 2024: 7561-7570 - 2023
- [c32]Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina:
Frameworks for SNNs: A Review of Data Science-Oriented Software and an Expansion of SpykeTorch. EANN 2023: 227-238 - [c31]Ming Gong, John J. Soraghan, Gaetano Di Caterina, Xiaoquan Li, Derek Grose:
A Boundary Optimization Scheme for Liver Tumors from CT Images. EUSIPCO 2023: 1135-1139 - [c30]Paul Kirkland, Carmine Clemente, Malcolm Macdonald, Gaetano Di Caterina, Gabriele Meoni:
Neuromorphic Sensing and Processing for Space Domain Awareness. IGARSS 2023: 4738-4741 - [i7]Davide Liberato Manna, Alex Vicente-Sola, Paul Kirkland, Trevor Joseph Bihl, Gaetano Di Caterina:
Frameworks for SNNs: a Review of Data Science-oriented Software and an Expansion of SpykeTorch. CoRR abs/2302.07624 (2023) - 2022
- [j8]Alex Vicente-Sola
, Davide L. Manna
, Paul Kirkland
, Gaetano Di Caterina
, Trevor Bihl
:
Keys to accurate feature extraction using residual spiking neural networks. Neuromorph. Comput. Eng. 2(4): 44001 (2022) - [j7]Davide L. Manna
, Alex Vicente-Sola
, Paul Kirkland
, Trevor J. Bihl
, Gaetano Di Caterina
:
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario. Neuromorph. Comput. Eng. 2(4): 44009 (2022) - [j6]Paul Kirkland
, Davide L. Manna
, Alex Vicente-Sola
, Gaetano Di Caterina
:
Unsupervised Spiking Instance Segmentation on Event Data Using STDP Features. IEEE Trans. Computers 71(11): 2728-2739 (2022) - [c29]Fraser Douglas, Harry Gover, Cheryl Docherty, Gordon Shields, Konstantina Leventi, Gaetano Di Caterina:
An Exploration of the Optimal Feature-Classifier Combinations for Transradial Prosthesis Control. EMBC 2022: 3187-3190 - [c28]Ming Gong, Baixiang Zhao, John J. Soraghan, Gaetano Di Caterina, Derek Grose:
Hybrid attention mechanism for liver tumor segmentation in CT images. EUVIP 2022: 1-6 - [c27]Bethany H. Thompson, Gaetano Di Caterina
, Jeremy P. Voisey:
Pseudo-Label Refinement Using Superpixels for Semi-Supervised Brain Tumour Segmentation. ISBI 2022: 1-5 - [i6]Davide Liberato Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina:
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario. CoRR abs/2207.04881 (2022) - [i5]Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl:
Evaluating the temporal understanding of neural networks on event-based action recognition with DVS-Gesture-Chain. CoRR abs/2209.14915 (2022) - 2021
- [j5]David Vint, Matthew Anderson, Yuhao Yang, Christos V. Ilioudis
, Gaetano Di Caterina
, Carmine Clemente
:
Automatic Target Recognition for Low Resolution Foliage Penetrating SAR Images Using CNNs and GANs. Remote. Sens. 13(4): 596 (2021) - [i4]Joshua Robertson, Paul Kirkland, Juan Arturo Alanis, Matej Hejda, Julián Bueno, Gaetano Di Caterina, Antonio Hurtado:
Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron. CoRR abs/2110.01617 (2021) - [i3]Bethany H. Thompson, Gaetano Di Caterina, Jeremy P. Voisey:
Pseudo-label refinement using superpixels for semi-supervised brain tumour segmentation. CoRR abs/2110.08589 (2021) - [i2]Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina:
Unsupervised Spiking Instance Segmentation on Event Data using STDP. CoRR abs/2111.05283 (2021) - [i1]Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl:
Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks. CoRR abs/2111.05955 (2021) - 2020
- [j4]Paul Kirkland
, Gaetano Di Caterina
, John J. Soraghan, George Matich:
Perception Understanding Action: Adding Understanding to the Perception Action Cycle With Spiking Segmentation. Frontiers Neurorobotics 14: 568319 (2020) - [j3]Anastasios Stamoulakatos
, Javier Cardona
, Chris McCaig
, David Murray, Hein Filius, Robert C. Atkinson
, Xavier J. A. Bellekens
, W. Craig Michie
, Ivan Andonovic
, Pavlos I. Lazaridis
, Andrew W. Hamilton
, Md. Moinul Hossain
, Gaetano Di Caterina
, Christos Tachtatzis
:
Automatic Annotation of Subsea Pipelines Using Deep Learning. Sensors 20(3): 674 (2020) - [c26]Keerati Kaewrak, John J. Soraghan, Gaetano Di Caterina, Derek Grose:
TwoPath U-Net for Automatic Brain Tumor Segmentation from Multimodal MRI Data. BrainLes@MICCAI (2) 2020: 300-309 - [c25]Weijie Ke, Yannan Xing, Gaetano Di Caterina
, Lykourgos Petropoulakis, John J. Soraghan:
Intersected EMG Heatmaps and Deep Learning Based Gesture Recognition. ICMLC 2020: 73-78 - [c24]Amlan Basu
, Keerati Kaewrak, Lykourgos Petropoulakis, Gaetano Di Caterina
, John J. Soraghan:
Modified Capsule Neural Network (Mod-CapsNet) for Indoor Home Scene Recognition. IJCNN 2020: 1-6 - [c23]Weijie Ke, Yannan Xing, Gaetano Di Caterina
, Lykourgos Petropoulakis, John J. Soraghan:
Deep Convolutional Spiking Neural Network Based Hand Gesture Recognition. IJCNN 2020: 1-7 - [c22]Paul Kirkland
, Gaetano Di Caterina
, John J. Soraghan, George Matich:
SpikeSEG: Spiking Segmentation via STDP Saliency Mapping. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [c21]Keerati Kaewrak, John J. Soraghan, Gaetano Di Caterina, Derek Grose:
Modified U-Net for Automatic Brain Tumor Regions Segmentation. EUSIPCO 2019: 1-5 - [c20]Baixiang Zhao, John J. Soraghan, Gaetano Di Caterina, Derek Grose:
Segmentation of Head and Neck Tumours Using Modified U-net. EUSIPCO 2019: 1-4 - [c19]Paul Kirkland
, Gaetano Di Caterina
, John J. Soraghan, Yiannis Andreopoulos, George Matich:
UAV Detection: A STDP Trained Deep Convolutional Spiking Neural Network Retina-Neuromorphic Approach. ICANN (1) 2019: 724-736 - [c18]Zhihao He, Tian Jin, Amlan Basu
, John J. Soraghan, Gaetano Di Caterina
, Lykourgos Petropoulakis:
Human Emotion Recognition in Video Using Subtraction Pre-Processing. ICMLC 2019: 374-379 - 2018
- [c17]Huiyi Wu, John J. Soraghan, Anja Lowit, Gaetano Di Caterina
:
Convolutional Neural Networks for Pathological Voice Detection. EMBC 2018: 1-4 - [c16]Harmeet Singh, Marco Controzzi
, Christian Cipriani, Gaetano Di Caterina
, Lykourgos Petropoulakis, John J. Soraghan:
Online Prediction of Robot to Human Handover Events Using Vibrations. EUSIPCO 2018: 687-691 - [c15]Baixiang Zhao, John J. Soraghan, Derek Grose, Trushali Doshi, Gaetano Di Caterina
:
Automatic 3D Detection and Segmentation of Head and Neck Cancer from MRI Data. EUVIP 2018: 1-6 - [c14]Yannan Xing, Paul Kirkland
, Gaetano Di Caterina
, John J. Soraghan, George Matich:
Real-Time Embedded Intelligence System: Emotion Recognition on Raspberry Pi with Intel NCS. ICANN (1) 2018: 801-808 - [c13]Huiyi Wu, John J. Soraghan, Anja Lowit, Gaetano Di Caterina
:
A Deep Learning Method for Pathological Voice Detection Using Convolutional Deep Belief Networks. INTERSPEECH 2018: 446-450 - [c12]Baixiang Zhao, John J. Soraghan, Gaetano Di Caterina
, Lykourgos Petropoulakis, Derek Grose, Trushali Doshi:
Automatic 3D segmentation of MRI data for detection of head and neck cancerous lymph nodes. SPA 2018: 298-303 - 2017
- [j2]Trushali Doshi, John J. Soraghan, Lykourgos Petropoulakis, Gaetano Di Caterina
, Derek Grose, Kenneth MacKenzie, Christina Wilson:
Automatic pharynx and larynx cancer segmentation framework (PLCSF) on contrast enhanced MR images. Biomed. Signal Process. Control. 33: 178-188 (2017) - [c11]Radhika Menon, Lykourgos Petropoulakis, John J. Soraghan, Heba M. Lakany
, Kenneth MacKenzie, Omar Hilmi, Gaetano Di Caterina:
Automatic Quantification of Vocal Cord Paralysis - An Application of Fibre-optic Endoscopy Video Processing. BIOIMAGING 2017: 108-113 - 2016
- [c10]Gaetano Di Caterina
, Trushali Doshi, John J. Soraghan, Lykourgos Petropoulakis:
A Novel Decentralised System Architecture for Multi-camera Target Tracking. ACIVS 2016: 92-104 - 2015
- [j1]Masrullizam Mat Ibrahim, John J. Soraghan, Lykourgos Petropoulakis, Gaetano Di Caterina
:
Yawn analysis with mouth occlusion detection. Biomed. Signal Process. Control. 18: 360-369 (2015) - [c9]Radhika Menon, Gaetano Di Caterina
, Heba M. Lakany
, Lykourgos Petropoulakis, Bernard A. Conway
, John J. Soraghan:
Automatic misclassification rejection for LDA classifier using ROC curves. EMBC 2015: 482-485 - [c8]Sean Campbell, Trushali Doshi, John J. Soraghan, Lykourgos Petropoulakis, Gaetano Di Caterina
, Derek Grose, Kenneth MacKenzie:
3-dimensional throat region segmentation from MRI data based on fourier interpolation and 3-dimensional level set methods. EMBC 2015: 2419-2422 - 2014
- [c7]Gaetano Di Caterina
, John J. Soraghan:
A robust, precise and flexible tracking algorithm based on IMS and SWAD. ICASSP 2014: 6588-6592 - 2012
- [c6]Gaetano Di Caterina
, Iain Hunter, John J. Soraghan:
DSP Embedded Smart Surveillance Sensor with Robust SWAD-Based Tracker. ACIVS 2012: 48-58 - [c5]Gaetano Di Caterina
, Nurulfajar Abd Manap
, Masrullizam Mat Ibrahim, John J. Soraghan:
Real Time Door Access Event Detection and Notification in a Reactive Smart Surveillance System. ICISP 2012: 459-467 - 2011
- [c4]Gaetano Di Caterina
, John J. Soraghan:
An improved Mean Shift tracker with fast failure recovery strategy after complete occlusion. AVSS 2011: 130-135 - [c3]Nurulfajar Abd Manap, Gaetano Di Caterina
, Masrullizam Mat Ibrahim, John J. Soraghan:
Co-operative surveillance cameras for high quality face acquisition in a real-time door monitoring system. EUVIP 2011: 99-104 - [c2]Gaetano Di Caterina
, John J. Soraghan:
An abandoned and removed object detection algorithm in a reactive smart surveillance system. DSP 2011: 1-6 - 2010
- [c1]Nurulfajar Abd Manap, Gaetano Di Caterina
, John J. Soraghan, Vijay Sidharth, Hui Yao:
Face detection and stereo matching algorithms for smart surveillance system with IP cameras. EUVIP 2010: 77-81
Coauthor Index
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last updated on 2024-08-13 00:58 CEST by the dblp team
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