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

1

High Performance and Disruptive Computing in Remote Sensing: The Third Edition of the School Organized by the HDCRS Working Group of the GRSS Earth Science Informatics Technical Co...

Cavallaro, Gabriele
2024

IEEE geoscience and remote sensing magazine, 12 (2024) 1, S. 199 - 204

“...Cavallaro, Gabriele...”
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2

Contribution to a conference proceedings

A Hybrid Quantum-Classical CNN Architecture for Semantic Segmentation of Radar Sounder Data

Ghosh, Raktim
2024

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

3

Contribution to a conference proceedings

Quantum Annealing for Semantic Segmentation in Remote Sensing: Potential and Limitations

Delilbasic, Amer
2024

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

4

Journal Article

Sen4Map: Advancing Mapping with Sentinel-2 by Providing Detailed Semantic Descriptions and Customizable Land-Use and Land-Cover Data

Sharma, Surbhi
2024

IEEE journal of selected topics in applied earth observations and remote sensing, 17 (2024) S. 13893 - 13907

“...Cavallaro, Gabriele...”
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5

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...”
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6

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...”
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7

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...”
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8

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...”

9

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...”
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10

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...”

11

Contribution to a conference proceedings

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

Pasetto, Edoardo
2023

“...Cavallaro, Gabriele...”

12

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

13

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

14

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

15

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...”

16

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...”
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17

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

18

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

19

Preprint

Quantum SVR for Chlorophyll Concentration Estimation in Water with Remote Sensing

Pasetto, Edoardo
2022

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

20

Journal Article

High-Performance and Disruptive Computing in Remote Sensing: HDCRS—A new Working Group of the GRSS Earth Science Informatics Technical Committee [Technical Committees]

Cavallaro, Gabriele
2022

IEEE geoscience and remote sensing magazine, 10 (2022) 2, S. 329 - 345

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

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