Search Results for author: Daniela A. Zaidenberg

Found 2 papers, 2 papers with code

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

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

Cannot find the paper you are looking for? You can Submit a new open access paper.