Gabriele Meoni

Orcid: 0000-0001-9311-6392

According to our database1, Gabriele Meoni authored at least 42 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Towards Large-scale Network Emulation on Analog Neuromorphic Hardware.
CoRR, 2024

Monitoring water contaminants in coastal areas through ML algorithms leveraging atmospherically corrected Sentinel-2 data.
CoRR, 2024

2023
On the Generation of a Synthetic Event-Based Vision Dataset for Navigation and Landing.
CoRR, 2023

THRawS: A Novel Dataset for Thermal Hotspots Detection in Raw Sentinel-2 Data.
CoRR, 2023

Decentralised Semi-supervised Onboard Learning for Scene Classification in Low-Earth Orbit.
CoRR, 2023

PAseos Simulates the Environment for Operating multiple Spacecraft.
CoRR, 2023

First Results of Vessel Detection with Onboard Processing of Sentinel-2 Raw Data by Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Band Selection Neural Network-Based Methodology Using L0 Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Neuromorphic Sensing and Processing for Space Domain Awareness.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation.
IEEE Trans. Geosci. Remote. Sens., 2022

Selected Trends in Artificial Intelligence for Space Applications.
CoRR, 2022

Neuromorphic Computing and Sensing in Space.
CoRR, 2022

Early Detection of Volcanic Eruption through Artificial Intelligence on board.
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

Globally Optimal Event-Based Divergence Estimation for Ventral Landing.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
MSMatch: Semisupervised Multispectral Scene Classification With Few Labels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

An FPGA-Based Hardware Accelerator for CNNs Inference on Board Satellites: Benchmarking with Myriad 2-Based Solution for the CloudScout Case Study.
Remote. Sens., 2021

torchquad: Numerical Integration in Arbitrary Dimensions with PyTorch.
J. Open Source Softw., 2021

MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels.
CoRR, 2021

Machine learning assistive application for users with speech disorders.
Appl. Soft Comput., 2021

Event-Based Spacecraft Landing Using Time-To-Contact.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Investigating Spiking Neural Networks for Energy-Efficient On-Board AI Applications. A Case Study in Land Cover and Land Use Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Algorithm and Architecture trade-offs for Digital Signal Processing design: case studies in Space and Assistive Technology applications.
PhD thesis, 2020

A Robust RANSAC-Based Planet Radius Estimation for Onboard Visual Based Navigation.
Sensors, 2020

CloudScout: A Deep Neural Network for On-Board Cloud Detection on Hyperspectral Images.
Remote. Sens., 2020

MEM-OPT: A Scheduling and Data Re-Use System to Optimize On-Chip Memory Usage for CNNs On-Board FPGAs.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Advantages and Limitations of Fully on-Chip CNN FPGA-Based Hardware Accelerator.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Enabling Smart Home Voice Control for Italian People with Dysarthria: Preliminary Analysis of Frame Rate Effect on Speech Recognition.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020

2019
A High Throughput Hardware Architecture for Parallel Recursive Systematic Convolutional Encoders.
Inf., 2019

An FPGA-Based Hardware Accelerator for CNNs Using On-Chip Memories Only: Design and Benchmarking with Intel Movidius Neural Compute Stick.
Int. J. Reconfigurable Comput., 2019

Estimating the Downlink Data-Rate of a CCSDS File Delivery Protocol IP Core.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019

Integration of a SpaceFibre IP Core with the LEON3 Microprocessor Through an AMBA AHB Bus.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019

2018
A low power keyword spotting algorithm for memory constrained embedded systems.
Proceedings of the IFIP/IEEE International Conference on Very Large Scale Integration, 2018

A low power Voice Activity Detector for portable applications.
Proceedings of the 14th Conference on Ph.D. Research in Microelectronics and Electronics, 2018

Towards a Deep Learning Based ASR System for Users with Dysarthria.
Proceedings of the Computers Helping People with Special Needs, 2018

Machine Learning in Assistive Technology: a Solution for People with Dysarthria.
Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, 2018

Fully Digital Low-Power Implementation of an Audio Front-End for Portable Applications.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018

2017
Position Based Visual Servoing control of a Wheelchair Mounter Robotic Arm using Parallel Tracking and Mapping of task objects.
EAI Endorsed Trans. Ambient Syst., 2017

Design and quantization limits of root raised cosine digital filter.
Proceedings of the 3rd International Conference on Frontiers of Signal Processing, 2017


2016
Area and power consumption trade-off for Σ-Δ decimation filter in mixed signal wearable IC.
Proceedings of the IEEE Nordic Circuits and Systems Conference, 2016

Object Detection and Spatial Coordinates Extraction Using a Monocular Camera for a Wheelchair Mounted Robotic Arm.
Proceedings of the Smart Objects and Technologies for Social Good, 2016


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