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ORCIDBibTeX records: Gabriele Cavallaro
@article{DBLP:journals/staeors/DelilbasicSRMC24,
author = {Amer Delilbasic and
Bertrand Le Saux and
Morris Riedel and
Kristel Michielsen and
Gabriele Cavallaro},
title = {A Single-Step Multiclass {SVM} Based on Quantum Annealing for Remote
Sensing Data Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {1434--1445},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2023.3336926},
doi = {10.1109/JSTARS.2023.3336926},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/DelilbasicSRMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/PasettoRMC24,
author = {Edoardo Pasetto and
Morris Riedel and
Kristel Michielsen and
Gabriele Cavallaro},
title = {Kernel Approximation on a Quantum Annealer for Remote Sensing Regression
Tasks},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {3262--3269},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2024.3350385},
doi = {10.1109/JSTARS.2024.3350385},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/PasettoRMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08584,
author = {Enrico Zardini and
Amer Delilbasic and
Enrico Blanzieri and
Gabriele Cavallaro and
Davide Pastorello},
title = {Local Binary and Multiclass SVMs Trained on a Quantum Annealer},
journal = {CoRR},
volume = {abs/2403.08584},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08584},
doi = {10.48550/ARXIV.2403.08584},
eprinttype = {arXiv},
eprint = {2403.08584},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/SedonaPERC23,
author = {Rocco Sedona and
Claudia Paris and
Jan Ebert and
Morris Riedel and
Gabriele Cavallaro},
title = {Toward the Production of Spatiotemporally Consistent Annual Land Cover
Maps Using Sentinel-2 Time Series},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {20},
pages = {1--5},
year = {2023},
url = {https://doi.org/10.1109/LGRS.2023.3329428},
doi = {10.1109/LGRS.2023.3329428},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/SedonaPERC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/FarshianGCDNBS23,
author = {Anis Farshian and
Markus G{\"{o}}tz and
Gabriele Cavallaro and
Charlotte Debus and
Matthias Nie{\ss}ner and
J{\'{o}}n Atli Benediktsson and
Achim Streit},
title = {Deep-Learning-Based 3-D Surface Reconstruction - {A} Survey},
journal = {Proc. {IEEE}},
volume = {111},
number = {11},
pages = {1464--1501},
year = {2023},
url = {https://doi.org/10.1109/JPROC.2023.3321433},
doi = {10.1109/JPROC.2023.3321433},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pieee/FarshianGCDNBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/TianSMKPRSC23,
author = {Liang Tian and
Rocco Sedona and
Amirpasha Mozaffari and
Enxhi Kreshpa and
Claudia Paris and
Morris Riedel and
Martin G. Schultz and
Gabriele Cavallaro},
title = {End-to-End Process Orchestration of Earth Observation Data Workflows
with Apache Airflow on High Performance Computing},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2023, Pasadena, CA, USA, July 16-21, 2023},
pages = {711--714},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IGARSS52108.2023.10283416},
doi = {10.1109/IGARSS52108.2023.10283416},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/TianSMKPRSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/PasettoRMC23,
author = {Edoardo Pasetto and
Morris Riedel and
Kristel Michielsen and
Gabriele Cavallaro},
title = {Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote
Sensing Regression Problems},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2023, Pasadena, CA, USA, July 16-21, 2023},
pages = {784--787},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IGARSS52108.2023.10281523},
doi = {10.1109/IGARSS52108.2023.10281523},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/PasettoRMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/SedonaEPRC23,
author = {Rocco Sedona and
Jan Ebert and
Claudia Paris and
Morris Riedel and
Gabriele Cavallaro},
title = {Enhancing Training Set Through Multi-Temporal Attention Analysis in
Transformers for Multi-Year Land Cover Mapping},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2023, Pasadena, CA, USA, July 16-21, 2023},
pages = {5411--5414},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IGARSS52108.2023.10283284},
doi = {10.1109/IGARSS52108.2023.10283284},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/SedonaEPRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/geosearch/2023,
editor = {Hao Li and
Gabriele Cavallaro and
Dora B. Heras and
Dalton D. Lunga and
Martin Werner and
Andreas Z{\"{u}}fle},
title = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
Searching and Mining Large Collections of Geospatial Data, GeoSearch
2023, Hamburg, Germany, 13 November 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615890},
doi = {10.1145/3615890},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geosearch/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11705,
author = {Amer Delilbasic and
Bertrand Le Saux and
Morris Riedel and
Kristel Michielsen and
Gabriele Cavallaro},
title = {A Single-Step Multiclass {SVM} based on Quantum Annealing for Remote
Sensing Data Classification},
journal = {CoRR},
volume = {abs/2303.11705},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11705},
doi = {10.48550/ARXIV.2303.11705},
eprinttype = {arXiv},
eprint = {2303.11705},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/Moreno-AlvarezP22,
author = {Sergio Moreno{-}{\'{A}}lvarez and
Mercedes Eugenia Paoletti and
Gabriele Cavallaro and
Juan A. Rico{-}Gallego and
Juan Mario Haut},
title = {Remote Sensing Image Classification Using CNNs With Balanced Gradient
for Distributed Heterogeneous Computing},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2022.3173052},
doi = {10.1109/LGRS.2022.3173052},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/Moreno-AlvarezP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/PasettoRMMC22,
author = {Edoardo Pasetto and
Morris Riedel and
Farid Melgani and
Kristel Michielsen and
Gabriele Cavallaro},
title = {Quantum {SVR} for Chlorophyll Concentration Estimation in Water With
Remote Sensing},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2022.3200325},
doi = {10.1109/LGRS.2022.3200325},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/PasettoRMMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ZhaoRUCB22,
author = {Bin Zhao and
Haukur Isfeld Ragnarsson and
Magnus O. Ulfarsson and
Gabriele Cavallaro and
J{\'{o}}n Atli Benediktsson},
title = {Predicting Classification Performance for Benchmark Hyperspectral
Datasets},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {4180--4193},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3173893},
doi = {10.1109/JSTARS.2022.3173893},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ZhaoRUCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/SedonaPTRC22,
author = {Rocco Sedona and
Claudia Paris and
Liang Tian and
Morris Riedel and
Gabriele Cavallaro},
title = {An Automatic Approach for the Production of a Time Series of Consistent
Land-Cover Maps Based on Long-Short Term Memory},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {203--206},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9883655},
doi = {10.1109/IGARSS46834.2022.9883655},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/SedonaPTRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/AachSLCNR22,
author = {Marcel Aach and
Rocco Sedona and
Andreas Lintermann and
Gabriele Cavallaro and
Helmut Neukirchen and
Morris Riedel},
title = {Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote
Sensing Image Classification},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {263--266},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9883257},
doi = {10.1109/IGARSS46834.2022.9883257},
timestamp = {Fri, 30 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/AachSLCNR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Moreno-AlvarezP22,
author = {Sergio Moreno{-}{\'{A}}lvarez and
Mercedes Eugenia Paoletti and
Juan A. Rico{-}Gallego and
Gabriele Cavallaro and
Juan Mario Haut},
title = {Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms
for Remote Sensing Data Classification},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {2726--2729},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9883762},
doi = {10.1109/IGARSS46834.2022.9883762},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/Moreno-AlvarezP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CavallaroRLM22,
author = {Gabriele Cavallaro and
Morris Riedel and
Thomas Lippert and
Kristel Michielsen},
title = {Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures
with the Julich Unified Infrastructure for Quantum Computing},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {4149--4152},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9883225},
doi = {10.1109/IGARSS46834.2022.9883225},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CavallaroRLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/PasettoDCWMRM22,
author = {Edoardo Pasetto and
Amer Delilbasic and
Gabriele Cavallaro and
Madita Willsch and
Farid Melgani and
Morris Riedel and
Kristel Michielsen},
title = {Quantum Support Vector Regression for Biophysical Variable Estimation
in Remote Sensing},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {4903--4906},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9883963},
doi = {10.1109/IGARSS46834.2022.9883963},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/PasettoDCWMRM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/SharmaRRMC22,
author = {Surbhi Sharma and
Ribana Roscher and
Morris Riedel and
M. Shahbaz Memon and
Gabriele Cavallaro},
title = {Improving Generalization for Few-Shot Remote Sensing Classification
with Meta-Learning},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {5061--5064},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9884699},
doi = {10.1109/IGARSS46834.2022.9884699},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/SharmaRRMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mipro/RiedelBNCL22,
author = {Morris Riedel and
Matthias Book and
Helmut Neukirchen and
Gabriele Cavallaro and
Andreas Lintermann},
editor = {Neven Vrcek and
Marko Koricic and
Vera Gradisnik and
Karolj Skala and
Zeljka Car and
Marina Cicin{-}Sain and
Snjezana Babic and
Vlado Sruk and
Dejan Skvorc and
Alan Jovic and
Stjepan Gros and
Boris Vrdoljak and
Mladen Mauher and
Edvard Tijan and
Tihomir Katulic and
Juraj Petrovic and
Tihana Galinac Grbac and
Benjamin Kusen},
title = {Practice and Experience using High Performance Computing and Quantum
Computing to Speed-up Data Science Methods in Scientific Applications},
booktitle = {45th Jubilee International Convention on Information, Communication
and Electronic Technology, {MIPRO} 2022, Opatija, Croatia, May 23-27,
2022},
pages = {281--286},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/MIPRO55190.2022.9803802},
doi = {10.23919/MIPRO55190.2022.9803802},
timestamp = {Sun, 03 Jul 2022 16:49:55 +0200},
biburl = {https://dblp.org/rec/conf/mipro/RiedelBNCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SedonaPCBR21,
author = {Rocco Sedona and
Claudia Paris and
Gabriele Cavallaro and
Lorenzo Bruzzone and
Morris Riedel},
title = {A High-Performance Multispectral Adaptation {GAN} for Harmonizing
Dense Time Series of Landsat-8 and Sentinel-2 Images},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {10134--10146},
year = {2021},
url = {https://doi.org/10.1109/JSTARS.2021.3115604},
doi = {10.1109/JSTARS.2021.3115604},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/SedonaPCBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/RiedelCB21,
author = {Morris Riedel and
Gabriele Cavallaro and
J{\'{o}}n Atli Benediktsson},
title = {Practice and Experience in Using Parallel and Scalable Machine Learning
in Remote Sensing from {HPC} Over Cloud to Quantum Computing},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {1571--1574},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9554656},
doi = {10.1109/IGARSS47720.2021.9554656},
timestamp = {Mon, 18 Oct 2021 10:57:39 +0200},
biburl = {https://dblp.org/rec/conf/igarss/RiedelCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/SedonaCRB21,
author = {Rocco Sedona and
Gabriele Cavallaro and
Morris Riedel and
Matthias Book},
title = {Enhancing Large Batch Size Training of Deep Models for Remote Sensing
Applications},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {1583--1586},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9555136},
doi = {10.1109/IGARSS47720.2021.9555136},
timestamp = {Mon, 18 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/SedonaCRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DelilbasicCWMRM21,
author = {Amer Delilbasic and
Gabriele Cavallaro and
Madita Willsch and
Farid Melgani and
Morris Riedel and
Kristel Michielsen},
title = {Quantum Support Vector Machine Algorithms for Remote Sensing Data
Classification},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {2608--2611},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9554802},
doi = {10.1109/IGARSS47720.2021.9554802},
timestamp = {Mon, 18 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/DelilbasicCWMRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/RiedelSBEHCBNL21,
author = {Morris Riedel and
Rocco Sedona and
Chadi Barakat and
P{\'{e}}tur Helgi Einarsson and
Reza Hassanian and
Gabriele Cavallaro and
Matthias Book and
Helmut Neukirchen and
Andreas Lintermann},
title = {Practice and Experience in using Parallel and Scalable Machine Learning
with Heterogenous Modular Supercomputing Architectures},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2021, Portland, OR, USA, June 17-21,
2021},
pages = {76--85},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IPDPSW52791.2021.00019},
doi = {10.1109/IPDPSW52791.2021.00019},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/RiedelSBEHCBNL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mipro/BarakatRBCBS21,
author = {Chadi Barakat and
Morris Riedel and
Sigur{\dh}ur Brynj{\'{o}}lfsson and
Gabriele Cavallaro and
J. Busch and
Rocco Sedona},
editor = {Marko Koricic and
Karolj Skala and
Zeljka Car and
Marina Cicin{-}Sain and
Snjezana Babic and
Vlado Sruk and
Dejan Skvorc and
Slobodan Ribaric and
Bojan Jerbic and
Stjepan Gros and
Boris Vrdoljak and
Mladen Mauher and
Edvard Tijan and
Tihomir Katulic and
Juraj Petrovic and
Tihana Galinac Grbac and
Nikola Filip Fijan and
Vera Gradisnik},
title = {Design and Evaluation of an HPC-based Expert System to speed-up Retail
Data Analysis using Residual Networks Combined with Parallel Association
Rule Mining and Scalable Recommenders},
booktitle = {44th International Convention on Information, Communication and Electronic
Technology, {MIPRO} 2021, Opatija, Croatia, September 27 - Oct. 1,
2021},
pages = {248--253},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/MIPRO52101.2021.9596796},
doi = {10.23919/MIPRO52101.2021.9596796},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mipro/BarakatRBCBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/KesselheimHKEJC21,
author = {Stefan Kesselheim and
Andreas Herten and
Kai Krajsek and
Jan Ebert and
Jenia Jitsev and
Mehdi Cherti and
Michael Langguth and
Bing Gong and
Scarlet Stadtler and
Amirpasha Mozaffari and
Gabriele Cavallaro and
Rocco Sedona and
Alexander Schug and
Alexandre Strube and
Roshni Kamath and
Martin G. Schultz and
Morris Riedel and
Thomas Lippert},
editor = {Heike Jagode and
Hartwig Anzt and
Hatem Ltaief and
Piotr Luszczek},
title = {{JUWELS} Booster - {A} Supercomputer for Large-Scale {AI} Research},
booktitle = {High Performance Computing - {ISC} High Performance Digital 2021 International
Workshops, Frankfurt am Main, Germany, June 24 - July 2, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12761},
pages = {453--468},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-90539-2\_31},
doi = {10.1007/978-3-030-90539-2\_31},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/KesselheimHKEJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gis/2021geosearch,
editor = {Gabriele Cavallaro and
Dora B. Heras and
Dalton D. Lunga and
Martin Werner and
Andreas Z{\"{u}}fle},
title = {GeoSearch'21: Proceedings of the 1st {ACM} {SIGSPATIAL} International
Workshop on Searching and Mining Large Collections of Geospatial Data,
Virtual Event / Beijing, China, 2 November 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486640},
doi = {10.1145/3486640},
isbn = {978-1-4503-9123-8},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/2021geosearch.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11976,
author = {Stefan Kesselheim and
Andreas Herten and
Kai Krajsek and
Jan Ebert and
Jenia Jitsev and
Mehdi Cherti and
Michael Langguth and
Bing Gong and
Scarlet Stadtler and
Amirpasha Mozaffari and
Gabriele Cavallaro and
Rocco Sedona and
Alexander Schug and
Alexandre Strube and
Roshni Kamath and
Martin G. Schultz and
Morris Riedel and
Thomas Lippert},
title = {{JUWELS} Booster - {A} Supercomputer for Large-Scale {AI} Research},
journal = {CoRR},
volume = {abs/2108.11976},
year = {2021},
url = {https://arxiv.org/abs/2108.11976},
eprinttype = {arXiv},
eprint = {2108.11976},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ZhangCJ20,
author = {Run Zhang and
Gabriele Cavallaro and
Jenia Jitsev},
title = {Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance
Distributed Deep Learning},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {617--620},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9323734},
doi = {10.1109/IGARSS39084.2020.9323734},
timestamp = {Mon, 22 Feb 2021 16:46:47 +0100},
biburl = {https://dblp.org/rec/conf/igarss/ZhangCJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/SedonaCJSRB20,
author = {Rocco Sedona and
Gabriele Cavallaro and
Jenia Jitsev and
Alexandre Strube and
Morris Riedel and
Matthias Book},
title = {Scaling Up a Multispectral Resnet-50 to 128 GPUs},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {1058--1061},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9324237},
doi = {10.1109/IGARSS39084.2020.9324237},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/SedonaCJSRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CavallaroWWMR20,
author = {Gabriele Cavallaro and
Dennis Willsch and
Madita Willsch and
Kristel Michielsen and
Morris Riedel},
title = {Approaching Remote Sensing Image Classification with Ensembles of
Support Vector Machines on the D-Wave Quantum Annealer},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {1973--1976},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9323544},
doi = {10.1109/IGARSS39084.2020.9323544},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CavallaroWWMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/SedonaCJSRB19,
author = {Rocco Sedona and
Gabriele Cavallaro and
Jenia Jitsev and
Alexandre Strube and
Morris Riedel and
J{\'{o}}n Atli Benediktsson},
title = {Remote Sensing Big Data Classification with High Performance Distributed
Deep Learning},
journal = {Remote. Sens.},
volume = {11},
number = {24},
pages = {3056},
year = {2019},
url = {https://doi.org/10.3390/rs11243056},
doi = {10.3390/RS11243056},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/SedonaCJSRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HautJPCPPR19,
author = {Juan Mario Haut and
Jos{\'{e}} Antonio Gallardo Jaramago and
Mercedes Eugenia Paoletti and
Gabriele Cavallaro and
Javier Plaza and
Antonio Plaza and
Morris Riedel},
title = {Cloud Deep Networks for Hyperspectral Image Analysis},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {12},
pages = {9832--9848},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2019.2929731},
doi = {10.1109/TGRS.2019.2929731},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/HautJPCPPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CavallaroBMR19,
author = {Gabriele Cavallaro and
Yakoub Bazi and
Farid Melgani and
Morris Riedel},
title = {Multi-Scale Convolutional {SVM} Networks for Multi-Class Classification
Problems of Remote Sensing Images},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {875--878},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8899831},
doi = {10.1109/IGARSS.2019.8899831},
timestamp = {Wed, 20 Nov 2019 17:11:08 +0100},
biburl = {https://dblp.org/rec/conf/igarss/CavallaroBMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ErlingssonCNR19,
author = {Ernir Erlingsson and
Gabriele Cavallaro and
Helmut Neukirchen and
Morris Riedel},
title = {Scalable Workflows for Remote Sensing Data Processing with the Deep-Est
Modular Supercomputing Architecture},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {5905--5908},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8898487},
doi = {10.1109/IGARSS.2019.8898487},
timestamp = {Thu, 21 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/ErlingssonCNR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/GoetzCGBR18,
author = {Markus G{\"{o}}tz and
Gabriele Cavallaro and
Thierry G{\'{e}}raud and
Matthias Book and
Morris Riedel},
title = {Parallel Computation of Component Trees on Distributed Memory Machines},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {29},
number = {11},
pages = {2582--2598},
year = {2018},
url = {https://doi.org/10.1109/TPDS.2018.2829724},
doi = {10.1109/TPDS.2018.2829724},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/GoetzCGBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/MemonCHRN18,
author = {M. Shahbaz Memon and
Gabriele Cavallaro and
Bj{\"{o}}rn Hagemeier and
Morris Riedel and
Helmut Neukirchen},
title = {Automated Analysis of Remotely Sensed Images Using the Unicore Workflow
Management System},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {1128--1131},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8519364},
doi = {10.1109/IGARSS.2018.8519364},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/MemonCHRN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ErlingssonCRN18,
author = {Ernir Erlingsson and
Gabriele Cavallaro and
Morris Riedel and
Helmut Neukirchen},
title = {Scaling Support Vector Machines Towards Exascale Computing for Classification
of Large-Scale High-Resolution Remote Sensing Images},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {1792--1795},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8517378},
doi = {10.1109/IGARSS.2018.8517378},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/ErlingssonCRN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/LangeCGER18,
author = {Julius Lange and
Gabriele Cavallaro and
Markus G{\"{o}}tz and
Ernir Erlingsson and
Morris Riedel},
title = {The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image
Classification with 3D Convolutional Neural Networks},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {2087--2090},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8518671},
doi = {10.1109/IGARSS.2018.8518671},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/LangeCGER18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mipro/ErlingssonCGRN18,
author = {Ernir Erlingsson and
Gabriele Cavallaro and
Andreas Galonska and
Morris Riedel and
Helmut Neukirchen},
editor = {Karolj Skala and
Marko Koricic and
Tihana Galinac Grbac and
Marina Cicin{-}Sain and
Vlado Sruk and
Slobodan Ribaric and
Stjepan Gros and
Boris Vrdoljak and
Mladen Mauher and
Edvard Tijan and
Predrag Pale and
Matej Janjic},
title = {Modular supercomputing design supporting machine learning applications},
booktitle = {41st International Convention on Information and Communication Technology,
Electronics and Microelectronics, {MIPRO} 2018, Opatija, Croatia,
May 21-25, 2018},
pages = {159--163},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/MIPRO.2018.8400031},
doi = {10.23919/MIPRO.2018.8400031},
timestamp = {Thu, 05 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mipro/ErlingssonCGRN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/CavallaroFMB17,
author = {Gabriele Cavallaro and
Nicola Falco and
Mauro Dalla Mura and
J{\'{o}}n Atli Benediktsson},
title = {Automatic Attribute Profiles},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {4},
pages = {1859--1872},
year = {2017},
url = {https://doi.org/10.1109/TIP.2017.2664667},
doi = {10.1109/TIP.2017.2664667},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/CavallaroFMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CavallaroMRB17,
author = {Gabriele Cavallaro and
Mauro Dalla Mura and
Morris Riedel and
J{\'{o}}n Atli Benediktsson},
title = {Tree-based supervised feature extraction method based on self-dual
attribute profiles},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {775--778},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127067},
doi = {10.1109/IGARSS.2017.8127067},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CavallaroMRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/MemonCRN17,
author = {M. Shahbaz Memon and
Gabriele Cavallaro and
Morris Riedel and
Helmut Neukirchen},
title = {Facilitating efficient data analysis of remotely sensed images using
standards-based parameter sweep models},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {3680--3683},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127797},
doi = {10.1109/IGARSS.2017.8127797},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/MemonCRN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhamisiCWBP17,
author = {Pedram Ghamisi and
Gabriele Cavallaro and
Dan Wu and
J{\'{o}}n Atli Benediktsson and
Antonio Plaza},
title = {Integration of LiDAR and Hyperspectral Data for Land-cover Classification:
{A} Case Study},
journal = {CoRR},
volume = {abs/1707.02642},
year = {2017},
url = {http://arxiv.org/abs/1707.02642},
eprinttype = {arXiv},
eprint = {1707.02642},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhamisiCWBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/CavallaroMBP16,
author = {Gabriele Cavallaro and
Mauro Dalla Mura and
J{\'{o}}n Atli Benediktsson and
Antonio J. Plaza},
title = {Remote Sensing Image Classification Using Attribute Filters Defined
Over the Tree of Shapes},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {54},
number = {7},
pages = {3899--3911},
year = {2016},
url = {https://doi.org/10.1109/TGRS.2016.2530690},
doi = {10.1109/TGRS.2016.2530690},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/CavallaroMBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/FalcoCMB16,
author = {Nicola Falco and
Gabriele Cavallaro and
Prashanth Reddy Marpu and
J{\'{o}}n Atli Benediktsson},
title = {Unsupervised change detection analysis to multi-channel scenario based
on morphological contextual analysis},
booktitle = {2016 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2016, Beijing, China, July 10-15, 2016},
pages = {3374--3377},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IGARSS.2016.7729872},
doi = {10.1109/IGARSS.2016.7729872},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/FalcoCMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CavallaroMCGFB16,
author = {Gabriele Cavallaro and
Mauro Dalla Mura and
Edwin Carlinet and
Thierry G{\'{e}}raud and
Nicola Falco and
J{\'{o}}n Atli Benediktsson},
title = {Region-based classification of remote sensing images with the morphological
tree of shapes},
booktitle = {2016 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2016, Beijing, China, July 10-15, 2016},
pages = {5087--5090},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IGARSS.2016.7730326},
doi = {10.1109/IGARSS.2016.7730326},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CavallaroMCGFB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ws/16/CavallaroMB16,
author = {Gabriele Cavallaro and
Mauro Dalla Mura and
J{\'{o}}n Atli Benediktsson},
editor = {Chi Hau Chen},
title = {Analyzing Remote Sensing Images with Hierarchial Morphological Representations},
booktitle = {Handbook of Pattern Recognition and Computer Vision, 5th Ed},
pages = {313--330},
publisher = {World Scientific},
year = {2016},
url = {https://doi.org/10.1142/9789814656535\_0017},
doi = {10.1142/9789814656535\_0017},
timestamp = {Thu, 13 Jun 2019 16:31:27 +0200},
biburl = {https://dblp.org/rec/books/ws/16/CavallaroMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/CavallaroMBB15,
author = {Gabriele Cavallaro and
Mauro Dalla Mura and
J{\'{o}}n Atli Benediktsson and
Lorenzo Bruzzone},
title = {Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral
Images},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {12},
number = {8},
pages = {1690--1694},
year = {2015},
url = {https://doi.org/10.1109/LGRS.2015.2419629},
doi = {10.1109/LGRS.2015.2419629},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/CavallaroMBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/CavallaroRRBP15,
author = {Gabriele Cavallaro and
Morris Riedel and
Matthias Richerzhagen and
J{\'{o}}n Atli Benediktsson and
Antonio Plaza},
title = {On Understanding Big Data Impacts in Remotely Sensed Image Classification
Using Support Vector Machine Methods},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {8},
number = {10},
pages = {4634--4646},
year = {2015},
url = {https://doi.org/10.1109/JSTARS.2015.2458855},
doi = {10.1109/JSTARS.2015.2458855},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/CavallaroRRBP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/GotzRBCGRB15,
author = {Markus G{\"{o}}tz and
Matthias Richerzhagen and
Christian Bodenstein and
Gabriele Cavallaro and
Philipp Glock and
Morris Riedel and
J{\'{o}}n Atli Benediktsson},
editor = {Slawomir Koziel and
Leifur {\TH}. Leifsson and
Michael Lees and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {On Scalable Data Mining Techniques for Earth Science},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2015, Computational Science at the Gates of Nature, Reykjav{\'{\i}}k,
Iceland, 1-3 June, 2015, 2014},
series = {Procedia Computer Science},
volume = {51},
pages = {2188--2197},
publisher = {Elsevier},
year = {2015},
url = {https://doi.org/10.1016/j.procs.2015.05.494},
doi = {10.1016/J.PROCS.2015.05.494},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/conf/iccS/GotzRBCGRB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CavallaroRBGRGB15,
author = {Gabriele Cavallaro and
Morris Riedel and
Christian Bodenstein and
Philipp Glock and
Matthias Richerzhagen and
Markus G{\"{o}}tz and
J{\'{o}}n Atli Benediktsson},
title = {Scalable developments for big data analytics in remote sensing},
booktitle = {2015 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2015, Milan, Italy, July 26-31, 2015},
pages = {1366--1369},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IGARSS.2015.7326030},
doi = {10.1109/IGARSS.2015.7326030},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CavallaroRBGRGB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiWCBPF15,
author = {Pedram Ghamisi and
Dan Wu and
Gabriele Cavallaro and
J{\'{o}}n Atli Benediktsson and
Stuart R. Phinn and
Nicola Falco},
title = {An advanced classifier for the joint use of LiDAR and hyperspectral
data: Case study in Queensland, Australia},
booktitle = {2015 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2015, Milan, Italy, July 26-31, 2015},
pages = {2354--2357},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IGARSS.2015.7326281},
doi = {10.1109/IGARSS.2015.7326281},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiWCBPF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CavallaroMFB15,
author = {Gabriele Cavallaro and
Mauro Dalla Mura and
Nicola Falco and
J{\'{o}}n Atli Benediktsson},
title = {Automatic morphological attribute profiles},
booktitle = {2015 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2015, Milan, Italy, July 26-31, 2015},
pages = {2604--2607},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IGARSS.2015.7326345},
doi = {10.1109/IGARSS.2015.7326345},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CavallaroMFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismm/CavallaroFMBB15,
author = {Gabriele Cavallaro and
Nicola Falco and
Mauro Dalla Mura and
Lorenzo Bruzzone and
J{\'{o}}n Atli Benediktsson},
editor = {J{\'{o}}n Atli Benediktsson and
Jocelyn Chanussot and
Laurent Najman and
Hugues Talbot},
title = {Automatic Threshold Selection for Profiles of Attribute Filters Based
on Granulometric Characteristic Functions},
booktitle = {Mathematical Morphology and Its Applications to Signal and Image Processing
- 12th International Symposium, {ISMM} 2015, Reykjavik, Iceland, May
27-29, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9082},
pages = {169--181},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18720-4\_15},
doi = {10.1007/978-3-319-18720-4\_15},
timestamp = {Mon, 28 Jun 2021 15:15:01 +0200},
biburl = {https://dblp.org/rec/conf/ismm/CavallaroFMBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jurse/CavallaroMB15,
author = {Gabriele Cavallaro and
Mauro Dalla Mura and
J{\'{o}}n Atli Benediktsson},
title = {Processing high resolution images of urban areas with self-dual attribute
filters},
booktitle = {Joint Urban Remote Sensing Event, {JURSE} 2015, Lausanne, Switzerland,
March 30 - April 1, 2015},
pages = {1--4},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/JURSE.2015.7120491},
doi = {10.1109/JURSE.2015.7120491},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/jurse/CavallaroMB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/GhamisiBCP14,
author = {Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson and
Gabriele Cavallaro and
Antonio Plaza},
title = {Automatic Framework for Spectral-Spatial Classification Based on Supervised
Feature Extraction and Morphological Attribute Profiles},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {7},
number = {6},
pages = {2147--2160},
year = {2014},
url = {https://doi.org/10.1109/JSTARS.2014.2298876},
doi = {10.1109/JSTARS.2014.2298876},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/GhamisiBCP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CavallaroMBB14,
author = {Gabriele Cavallaro and
Mauro Dalla Mura and
J{\'{o}}n Atli Benediktsson and
Lorenzo Bruzzone},
title = {A comparison of self-dual attribute profiles based on different filter
rules for classification},
booktitle = {2014 {IEEE} Geoscience and Remote Sensing Symposium, {IGARSS} 2014,
Quebec City, QC, Canada, July 13-18, 2014},
pages = {1265--1268},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IGARSS.2014.6946663},
doi = {10.1109/IGARSS.2014.6946663},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CavallaroMBB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CavallaroRBGRJL14,
author = {Gabriele Cavallaro and
Morris Riedel and
J{\'{o}}n Atli Benediktsson and
Markus G{\"{o}}tz and
Tomas Runarsson and
Kristjan Jonasson and
Thomas Lippert},
title = {Smart data analytics methods for remote sensing applications},
booktitle = {2014 {IEEE} Geoscience and Remote Sensing Symposium, {IGARSS} 2014,
Quebec City, QC, Canada, July 13-18, 2014},
pages = {1405--1408},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IGARSS.2014.6946698},
doi = {10.1109/IGARSS.2014.6946698},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CavallaroRBGRJL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/AndreiniCRV13,
author = {Claudia Andreini and
Gabriele Cavallaro and
Antonio Rosato and
Yana Valasatava},
title = {MetalS\({}^{\mbox{2}}\): {A} Tool for the Structural Alignment of
Minimal Functional Sites in Metal-Binding Proteins and Nucleic Acids},
journal = {J. Chem. Inf. Model.},
volume = {53},
number = {11},
pages = {3064--3075},
year = {2013},
url = {https://doi.org/10.1021/ci400459w},
doi = {10.1021/CI400459W},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/AndreiniCRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/AndreiniCLR13,
author = {Claudia Andreini and
Gabriele Cavallaro and
Serena Lorenzini and
Antonio Rosato},
title = {MetalPDB: a database of metal sites in biological macromolecular structures},
journal = {Nucleic Acids Res.},
volume = {41},
number = {Database-Issue},
pages = {312--319},
year = {2013},
url = {https://doi.org/10.1093/nar/gks1063},
doi = {10.1093/NAR/GKS1063},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/AndreiniCLR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/AndreiniCL12,
author = {Claudia Andreini and
Gabriele Cavallaro and
Serena Lorenzini},
title = {FindGeo: a tool for determining metal coordination geometry},
journal = {Bioinform.},
volume = {28},
number = {12},
pages = {1658--1660},
year = {2012},
url = {https://doi.org/10.1093/bioinformatics/bts246},
doi = {10.1093/BIOINFORMATICS/BTS246},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/AndreiniCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/AndreiniBCDR11,
author = {Claudia Andreini and
Ivano Bertini and
Gabriele Cavallaro and
Leonardo Decaria and
Antonio Rosato},
title = {A Simple Protocol for the Comparative Analysis of the Structure and
Occurrence of Biochemical Pathways Across Superkingdoms},
journal = {J. Chem. Inf. Model.},
volume = {51},
number = {3},
pages = {730--738},
year = {2011},
url = {https://doi.org/10.1021/ci100392q},
doi = {10.1021/CI100392Q},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/AndreiniBCDR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/AndreiniBCHT09,
author = {Claudia Andreini and
Ivano Bertini and
Gabriele Cavallaro and
Gemma L. Holliday and
Janet M. Thornton},
title = {Metal-MACiE: a database of metals involved in biological catalysis},
journal = {Bioinform.},
volume = {25},
number = {16},
pages = {2088--2089},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp256},
doi = {10.1093/BIOINFORMATICS/BTP256},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/AndreiniBCHT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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