Gaetano Di Caterina

According to our database, Gaetano Di Caterina authored at least 44 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exploring Spiking Neural Networks (SNN) for Low Size, Weight, and Power (SWaP) Benefits.

Trevor Bihl, Patrick Farr, Gaetano Di Caterina, Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Jundong Liu, Kara Combs

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

Neuromorphic Sensing and Processing for Space Domain Awareness.

Paul Kirkland, Carmine Clemente, Malcolm Macdonald, Gaetano Di Caterina, Gabriele Meoni

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Boundary Optimization Scheme for Liver Tumors from CT Images.

Ming Gong, John J. Soraghan, Gaetano Di Caterina, Xiaoquan Li, Derek Grose

Proceedings of the 31st European Signal Processing Conference, 2023

Frameworks for SNNs: A Review of Data Science-Oriented Software and an Expansion of SpykeTorch.

Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina

Proceedings of the Engineering Applications of Neural Networks, 2023

2022

Keys to accurate feature extraction using residual spiking neural networks.

Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor Bihl

Neuromorph. Comput. Eng., December, 2022

Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario.

Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina

Neuromorph. Comput. Eng., December, 2022

Unsupervised Spiking Instance Segmentation on Event Data Using STDP Features.

Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina

IEEE Trans. Computers, 2022

Evaluating the temporal understanding of neural networks on event-based action recognition with DVS-Gesture-Chain.

Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl

CoRR, 2022

Pseudo-Label Refinement Using Superpixels for Semi-Supervised Brain Tumour Segmentation.

Bethany H. Thompson, Gaetano Di Caterina, Jeremy P. Voisey

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Hybrid attention mechanism for liver tumor segmentation in CT images.

Ming Gong, Baixiang Zhao, John J. Soraghan, Gaetano Di Caterina, Derek Grose

Proceedings of the 10th European Workshop on Visual Information Processing, 2022

An Exploration of the Optimal Feature-Classifier Combinations for Transradial Prosthesis Control.

Fraser Douglas, Harry Gover, Cheryl Docherty, Gordon Shields, Konstantina Leventi, Gaetano Di Caterina

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Automatic Target Recognition for Low Resolution Foliage Penetrating SAR Images Using CNNs and GANs.

David Vint, Matthew Anderson, Yuhao Yang, Christos V. Ilioudis, Gaetano Di Caterina, Carmine Clemente

Remote. Sens., 2021

Unsupervised Spiking Instance Segmentation on Event Data using STDP.

Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina

CoRR, 2021

Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron.

Joshua Robertson, Paul Kirkland, Juan Arturo Alanis, Matej Hejda, Julián Bueno, Gaetano Di Caterina, Antonio Hurtado

CoRR, 2021

2020

Automatic Annotation of Subsea Pipelines Using Deep Learning.

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

Sensors, 2020

Perception Understanding Action: Adding Understanding to the Perception Action Cycle With Spiking Segmentation.

Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich

Frontiers Neurorobotics, 2020

SpikeSEG: Spiking Segmentation via STDP Saliency Mapping.

Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep Convolutional Spiking Neural Network Based Hand Gesture Recognition.

Weijie Ke, Yannan Xing, Gaetano Di Caterina, Lykourgos Petropoulakis, John J. Soraghan

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Modified Capsule Neural Network (Mod-CapsNet) for Indoor Home Scene Recognition.

Amlan Basu, Keerati Kaewrak, Lykourgos Petropoulakis, Gaetano Di Caterina, John J. Soraghan

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Intersected EMG Heatmaps and Deep Learning Based Gesture Recognition.

Weijie Ke, Yannan Xing, Gaetano Di Caterina, Lykourgos Petropoulakis, John J. Soraghan

Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

TwoPath U-Net for Automatic Brain Tumor Segmentation from Multimodal MRI Data.

Keerati Kaewrak, John J. Soraghan, Gaetano Di Caterina, Derek Grose

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Human Emotion Recognition in Video Using Subtraction Pre-Processing.

Zhihao He, Tian Jin, Amlan Basu, John J. Soraghan, Gaetano Di Caterina, Lykourgos Petropoulakis

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

UAV Detection: A STDP Trained Deep Convolutional Spiking Neural Network Retina-Neuromorphic Approach.

Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, Yiannis Andreopoulos, George Matich

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

Segmentation of Head and Neck Tumours Using Modified U-net.

Baixiang Zhao, John J. Soraghan, Gaetano Di Caterina, Derek Grose

Proceedings of the 27th European Signal Processing Conference, 2019

Modified U-Net for Automatic Brain Tumor Regions Segmentation.

Keerati Kaewrak, John J. Soraghan, Gaetano Di Caterina, Derek Grose

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Automatic 3D segmentation of MRI data for detection of head and neck cancerous lymph nodes.

Baixiang Zhao, John J. Soraghan, Gaetano Di Caterina, Lykourgos Petropoulakis, Derek Grose, Trushali Doshi

Proceedings of the Signal Processing: Algorithms, 2018

A Deep Learning Method for Pathological Voice Detection Using Convolutional Deep Belief Networks.

Huiyi Wu, John J. Soraghan, Anja Lowit, Gaetano Di Caterina

Proceedings of the Interspeech 2018, 2018

Real-Time Embedded Intelligence System: Emotion Recognition on Raspberry Pi with Intel NCS.

Yannan Xing, Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Automatic 3D Detection and Segmentation of Head and Neck Cancer from MRI Data.

Baixiang Zhao, John J. Soraghan, Derek Grose, Trushali Doshi, Gaetano Di Caterina

Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Online Prediction of Robot to Human Handover Events Using Vibrations.

Harmeet Singh, Marco Controzzi, Christian Cipriani, Gaetano Di Caterina, Lykourgos Petropoulakis, John J. Soraghan

Proceedings of the 26th European Signal Processing Conference, 2018

Convolutional Neural Networks for Pathological Voice Detection.

Huiyi Wu, John J. Soraghan, Anja Lowit, Gaetano Di Caterina

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Automatic pharynx and larynx cancer segmentation framework (PLCSF) on contrast enhanced MR images.

Trushali Doshi, John J. Soraghan, Lykourgos Petropoulakis, Gaetano Di Caterina, Derek Grose, Kenneth MacKenzie, Christina Wilson

Biomed. Signal Process. Control., 2017

Automatic Quantification of Vocal Cord Paralysis - An Application of Fibre-optic Endoscopy Video Processing.

Radhika Menon, Lykourgos Petropoulakis, John J. Soraghan, Heba M. Lakany, Kenneth MacKenzie, Omar Hilmi, Gaetano Di Caterina

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

A Novel Decentralised System Architecture for Multi-camera Target Tracking.

Gaetano Di Caterina, Trushali Doshi, John J. Soraghan, Lykourgos Petropoulakis

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

Yawn analysis with mouth occlusion detection.

Masrullizam Mat Ibrahim, John J. Soraghan, Lykourgos Petropoulakis, Gaetano Di Caterina

Biomed. Signal Process. Control., 2015

Automatic misclassification rejection for LDA classifier using ROC curves.

Radhika Menon, Gaetano Di Caterina, Heba M. Lakany, Lykourgos Petropoulakis, Bernard A. Conway, John J. Soraghan

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

3-dimensional throat region segmentation from MRI data based on fourier interpolation and 3-dimensional level set methods.

Sean Campbell, Trushali Doshi, John J. Soraghan, Lykourgos Petropoulakis, Gaetano Di Caterina, Derek Grose, Kenneth MacKenzie

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

A robust, precise and flexible tracking algorithm based on IMS and SWAD.

Gaetano Di Caterina, John J. Soraghan

Proceedings of the IEEE International Conference on Acoustics, 2014

2012

Real Time Door Access Event Detection and Notification in a Reactive Smart Surveillance System.

Gaetano Di Caterina, Nurulfajar Abd Manap, Masrullizam Mat Ibrahim, John J. Soraghan

Proceedings of the Image and Signal Processing - 5th International Conference, 2012

DSP Embedded Smart Surveillance Sensor with Robust SWAD-Based Tracker.

Gaetano Di Caterina, Iain Hunter, John J. Soraghan

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011

An abandoned and removed object detection algorithm in a reactive smart surveillance system.

Gaetano Di Caterina, John J. Soraghan

Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Co-operative surveillance cameras for high quality face acquisition in a real-time door monitoring system.

Nurulfajar Abd Manap, Gaetano Di Caterina, Masrullizam Mat Ibrahim, John J. Soraghan

Proceedings of the European Workshop on Visual Information Processing, 2011

An improved Mean Shift tracker with fast failure recovery strategy after complete occlusion.

Gaetano Di Caterina, John J. Soraghan

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010

Face detection and stereo matching algorithms for smart surveillance system with IP cameras.

Nurulfajar Abd Manap, Gaetano Di Caterina, John J. Soraghan, Vijay Sidharth, Hui Yao

Proceedings of the 2nd European Workshop on Visual Information Processing, 2010