JuLib | Articles & more - {"Cavallaro, Gabriele"}

1

Journal Article

Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

Pasetto, Edoardo
2024

IEEE journal of selected topics in applied earth observations and remote sensing, 17 (2024) S. 3262 - 3269

“...Cavallaro, Gabriele...”
OpenAccess OpenAccess

2

Journal Article

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

Delilbasic, Amer
2024

IEEE journal of selected topics in applied earth observations and remote sensing, 17 (2024) S. 1434 - 1445

“...Cavallaro, Gabriele...”
OpenAccess OpenAccess

3

Contribution to a book
Contribution to a conference proceedings

Challenges and Opportunities in the Adoption of High Performance Computing for Earth Observation in the Exascale Era

Cavallaro, Gabriele
2023

“...Cavallaro, Gabriele...”

4

Journal Article

A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [T...

Maskey, Manil
2023

IEEE geoscience and remote sensing magazine, 11 (2023) 3, S. 129 - 132

“...Cavallaro, Gabriele...”
OpenAccess

5

Journal Article

Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

Sedona, Rocco
2023

IEEE geoscience and remote sensing letters, 20 (2023) S. 1 - 5

“...Cavallaro, Gabriele...”

6

Journal Article

Deep-Learning-Based 3-D Surface Reconstruction—A Survey

Farshian, Anis
2023

Proceedings of the IEEE, 111 (2023) 11, S. 1464 - 1501

“...Cavallaro, Gabriele...”
OpenAccess

7

Contribution to a conference proceedings

Accuracy assessment of land-use-land-cover maps: the semantic gap between in situ and satellite data

Paris, Claudia
2023

“...Cavallaro, Gabriele...”

8

Contribution to a conference proceedings

Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems

Pasetto, Edoardo
2023

“...Cavallaro, Gabriele...”

9

Contribution to a book
Contribution to a conference proceedings

End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing

Tian, Liang
2023

“...Cavallaro, Gabriele...”
OpenAccess

10

Contribution to a conference proceedings

Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping

Sedona, Rocco
2023

“...Cavallaro, Gabriele...”
OpenAccess

11

Journal Article

Enhancing Distributed Neural Network Training Through Node-Based Communications

Moreno-Álvarez, Sergio
2023

IEEE transactions on neural networks and learning systems, 35 (2023) S. 1 - 15

“...Cavallaro, Gabriele...”
OpenAccess

12

Journal Article

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

Pasetto, Edoardo
2022

IEEE geoscience and remote sensing letters, 19 (2022) S. 1 - 5

“...Cavallaro, Gabriele...”
Get full text OpenAccess

13

Contribution to a book
Contribution to a conference proceedings

Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing

Pasetto, Edoardo
2022

“...Cavallaro, Gabriele...”
OpenAccess

14

Contribution to a conference proceedings

An Automatic Approach for the production of a Time Series of Consistent Land-cover Maps Based on Long-short Term Memory

Sedona, Rocco
2022

“...Cavallaro, Gabriele...”
OpenAccess

15

Contribution to a conference proceedings

Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Jülich Unified Infrastructure for Quantum Computing

Cavallaro, Gabriele
2022

“...Cavallaro, Gabriele...”
OpenAccess

16

Contribution to a book
Contribution to a conference proceedings

Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning

Sharma, Surbhi
2022

“...Cavallaro, Gabriele...”
OpenAccess

17

Contribution to a conference proceedings

Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications

Riedel, M.
2022

“...Cavallaro, Gabriele...”
Get full text OpenAccess

18

Journal Article

Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing

Moreno-Alvarez, Sergio
2022

IEEE geoscience and remote sensing letters, 19 (2022) S. 1 - 5

“...Cavallaro, Gabriele...”
OpenAccess

19

Journal Article

Predicting Classification Performance for Benchmark Hyperspectral Datasets

Zhao, Bin
2022

IEEE journal of selected topics in applied earth observations and remote sensing, 15 (2022) S. 4180 - 4193

“...Cavallaro, Gabriele...”
OpenAccess

20

Preprint

Quantum SVR for Chlorophyll Concentration Estimation in Water with Remote Sensing

Pasetto, Edoardo
2022

“...Cavallaro, Gabriele...”
OpenAccess

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