Search Results for author: Dario Spiller

Found 4 papers, 2 papers with code

Autonomous crater detection on asteroids using a fully-convolutional neural network

no code implementations1 Apr 2022 Francesco Latorre, Dario Spiller, Fabio Curti

The Moon-trained network will be tested on Dawn optical images of Ceres: this task is accomplished by means of a Transfer Learning (TL) approach.

Binarization Image Segmentation +3

On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification

1 code implementation20 Sep 2021 Alessandro Sebastianelli, Daniela A. Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo

This article aims to investigate how circuit-based hybrid Quantum Convolutional Neural Networks (QCNNs) can be successfully employed as image classifiers in the context of remote sensing.

Classification Earth Observation

On Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery

no code implementations29 Jun 2021 Maria Pia Del Rosso, Alessandro Sebastianelli, Dario Spiller, Pierre Philippe Mathieu, Silvia Liberata Ullo

In recent years, the growth of Machine Learning (ML) algorithms has raised the number of studies including their applicability in a variety of different scenarios.

Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing

1 code implementation26 Jan 2021 Daniela A. Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo

This concept paper aims to provide a brief outline of quantum computers, explore existing methods of quantum image classification techniques, so focusing on remote sensing applications, and discuss the bottlenecks of performing these algorithms on currently available open source platforms.

BIG-bench Machine Learning Image Classification +1

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