| 2025 | CVPR | TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data. | Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci, Johannes Jakubik, Stefano Maurogiovanni, Mikolaj Czerkawski, Rocco Sedona, Gabriele Cavallaro, Thomas Brunschwiler, Juan Bernab-Moreno, Nicolas Longp |
| 2025 | ICCV | TerraMind: Large-Scale Generative Multimodality for Earth Observation. | Johannes Jakubik, Felix Yang, Benedikt Blumenstiel, Erik Scheurer, Rocco Sedona, Stefano Maurogiovanni, Jente Bosmans, Nikolaos Dionelis, Valerio Marsocci, Niklas Kopp, Rahul Ramachandran, Paolo Fraccaro, Thomas Brunschwiler, Gabriele Cavallaro, Juan Bernab-Moreno, Nicolas Longp |
| 2024 | IGARSS | Enhancing Land Cover Mapping: A Novel Automatic Approach To Improve Mixed Spectral Pixel Classification. | Surbhi Sharma, Rocco Sedona, Morris Riedel, Gabriele Cavallaro, Claudia Paris |
| 2024 | IGARSS | Supporting Seismic Data Survey Design Through the Integration of Satellite-Based Land Cover Maps. | Liang Tian, Naveed Akram, Rocco Sedona, Nikos Savva, Morris Riedel, Gabriele Cavallaro, Eric Verschuur |
| 2024 | IGARSS | Reverse Quantum Annealing for Hybrid Quantum-Classical Satellite Mission Planning. | Amer Delilbasic, Bertrand Le Saux, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro |
| 2024 | IGARSS | A CNN Architecture Tailored For Quantum Feature Map-Based Radar Sounder Signal Segmentation. | Raktim Ghosh, Amer Delilbasic, Gabriele Cavallaro, Francesca Bovolo |
| 2023 | IGARSS | Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems. | Edoardo Pasetto, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro |
| 2023 | IGARSS | Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping. | Rocco Sedona, Jan Ebert, Claudia Paris, Morris Riedel, Gabriele Cavallaro |
| 2023 | IGARSS | End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing. | Liang Tian, Rocco Sedona, Amirpasha Mozaffari, Enxhi Kreshpa, Claudia Paris, Morris Riedel, Martin G. Schultz, Gabriele Cavallaro |
| 2022 | IGARSS | Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification. | Sergio Moreno-lvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Gabriele Cavallaro, Juan Mario Haut |
| 2022 | IGARSS | Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing. | Edoardo Pasetto, Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen |
| 2022 | IGARSS | An Automatic Approach for the Production of a Time Series of Consistent Land-Cover Maps Based on Long-Short Term Memory. | Rocco Sedona, Claudia Paris, Liang Tian, Morris Riedel, Gabriele Cavallaro |
| 2022 | IGARSS | Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning. | Surbhi Sharma, Ribana Roscher, Morris Riedel, M. Shahbaz Memon, Gabriele Cavallaro |
| 2022 | IGARSS | Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification. | Marcel Aach, Rocco Sedona, Andreas Lintermann, Gabriele Cavallaro, Helmut Neukirchen, Morris Riedel |
| 2022 | IGARSS | Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Julich Unified Infrastructure for Quantum Computing. | Gabriele Cavallaro, Morris Riedel, Thomas Lippert, Kristel Michielsen |
| 2021 | IGARSS | Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing. | Morris Riedel, Gabriele Cavallaro, Jn Atli Benediktsson |
| 2021 | IGARSS | Enhancing Large Batch Size Training of Deep Models for Remote Sensing Applications. | Rocco Sedona, Gabriele Cavallaro, Morris Riedel, Matthias Book |
| 2021 | IGARSS | Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification. | Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen |
| 2020 | IGARSS | Scaling Up a Multispectral Resnet-50 to 128 GPUs. | Rocco Sedona, Gabriele Cavallaro, Jenia Jitsev, Alexandre Strube, Morris Riedel, Matthias Book |
| 2020 | IGARSS | Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance Distributed Deep Learning. | Run Zhang, Gabriele Cavallaro, Jenia Jitsev |
| 2020 | IGARSS | Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer. | Gabriele Cavallaro, Dennis Willsch, Madita Willsch, Kristel Michielsen, Morris Riedel |
| 2019 | IGARSS | Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images. | Gabriele Cavallaro, Yakoub Bazi, Farid Melgani, Morris Riedel |
| 2019 | IGARSS | Scalable Workflows for Remote Sensing Data Processing with the Deep-Est Modular Supercomputing Architecture. | Ernir Erlingsson, Gabriele Cavallaro, Helmut Neukirchen, Morris Riedel |
| 2018 | IGARSS | Automated Analysis of Remotely Sensed Images Using the Unicore Workflow Management System. | M. Shahbaz Memon, Gabriele Cavallaro, Bjrn Hagemeier, Morris Riedel, Helmut Neukirchen |
| 2018 | IGARSS | Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images. | Ernir Erlingsson, Gabriele Cavallaro, Morris Riedel, Helmut Neukirchen |
| 2018 | IGARSS | The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks. | Julius Lange, Gabriele Cavallaro, Markus Gtz, Ernir Erlingsson, Morris Riedel |
| 2017 | IGARSS | Facilitating efficient data analysis of remotely sensed images using standards-based parameter sweep models. | M. Shahbaz Memon, Gabriele Cavallaro, Morris Riedel, Helmut Neukirchen |
| 2017 | IGARSS | Tree-based supervised feature extraction method based on self-dual attribute profiles. | Gabriele Cavallaro, Mauro Dalla Mura, Morris Riedel, Jn Atli Benediktsson |
| 2016 | IGARSS | Region-based classification of remote sensing images with the morphological tree of shapes. | Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Graud, Nicola Falco, Jn Atli Benediktsson |
| 2016 | IGARSS | Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis. | Nicola Falco, Gabriele Cavallaro, Prashanth Reddy Marpu, Jn Atli Benediktsson |
| 2015 | ICCS | On Scalable Data Mining Techniques for Earth Science. | Markus Gtz, Matthias Richerzhagen, Christian Bodenstein, Gabriele Cavallaro, Philipp Glock, Morris Riedel, Jn Atli Benediktsson |
| 2015 | IGARSS | Automatic morphological attribute profiles. | Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jn Atli Benediktsson |
| 2015 | IGARSS | Scalable developments for big data analytics in remote sensing. | Gabriele Cavallaro, Morris Riedel, Christian Bodenstein, Philipp Glock, Matthias Richerzhagen, Markus Gtz, Jn Atli Benediktsson |
| 2015 | IGARSS | An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia. | Pedram Ghamisi, Dan Wu, Gabriele Cavallaro, Jn Atli Benediktsson, Stuart R. Phinn, Nicola Falco |
| 2015 | ISMM | Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions. | Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jn Atli Benediktsson |
| 2014 | IGARSS | A comparison of self-dual attribute profiles based on different filter rules for classification. | Gabriele Cavallaro, Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2014 | IGARSS | Smart data analytics methods for remote sensing applications. | Gabriele Cavallaro, Morris Riedel, Jn Atli Benediktsson, Markus Gtz, Tomas Runarsson, Kristjan Jonasson, Thomas Lippert |