Gaetano Di Caterina
Orcid: 0000-0002-7256-0897
According to our database1,
Gaetano Di Caterina
authored at least 48 papers
between 2010 and 2025.
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Bibliography
2025
Spiking Neural Networks for event-based action recognition: A new task to understand their advantage.
Neurocomputing, 2025
2024
Time Series Forecasting via Derivative Spike Encoding and Bespoke Loss Functions for Spiking Neural Networks.
Comput., August, 2024
Neuromorph. Comput. Eng., March, 2024
Brain health in diverse settings: How age, demographics and cognition shape brain function.
NeuroImage, 2024
Exploring Spiking Neural Networks (SNN) for Low Size, Weight, and Power (SWaP) Benefits.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Frameworks for SNNs: A Review of Data Science-Oriented Software and an Expansion of SpykeTorch.
Proceedings of the Engineering Applications of Neural Networks, 2023
2022
Neuromorph. Comput. Eng., December, 2022
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario.
Neuromorph. Comput. Eng., December, 2022
IEEE Trans. Computers, 2022
Evaluating the temporal understanding of neural networks on event-based action recognition with DVS-Gesture-Chain.
CoRR, 2022
Pseudo-Label Refinement Using Superpixels for Semi-Supervised Brain Tumour Segmentation.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 10th European Workshop on Visual Information Processing, 2022
An Exploration of the Optimal Feature-Classifier Combinations for Transradial Prosthesis Control.
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.
Remote. Sens., 2021
2020
Perception Understanding Action: Adding Understanding to the Perception Action Cycle With Spiking Segmentation.
Frontiers Neurorobotics, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
2019
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.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
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.
Proceedings of the Signal Processing: Algorithms, 2018
A Deep Learning Method for Pathological Voice Detection Using Convolutional Deep Belief Networks.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Real-Time Embedded Intelligence System: Emotion Recognition on Raspberry Pi with Intel NCS.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the 7th European Workshop on Visual Information Processing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
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.
Biomed. Signal Process. Control., 2017
Automatic Quantification of Vocal Cord Paralysis - An Application of Fibre-optic Endoscopy Video Processing.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016
2015
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.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2012
Real Time Door Access Event Detection and Notification in a Reactive Smart Surveillance System.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012
2011
An abandoned and removed object detection algorithm in a reactive smart surveillance system.
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.
Proceedings of the European Workshop on Visual Information Processing, 2011
An improved Mean Shift tracker with fast failure recovery strategy after complete occlusion.
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.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010