Fabio Pacifici

55 papers C 17Journal 25Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
Responsible AI for Earth Observation.
CoRR
Pedram Ghamisi, Weikang Yu, Andrea Marinoni, Caroline M. Gevaert, Claudio Persello, Sivasakthy Selvakumaran, Manuela Girotto, Benjamin P. Horton, Philippe Rufin, Patrick Hostert, Fabio Pacifici, Peter M. Atkinson
2023 C conf
ARD, FAIR Earth Observation Principles, Data Fusion: Where are we and where do we need to go?
IGARSS
Dalton D. Lunga, Ronny Hänsch, Ujjwal Verma, Fabio Pacifici, George Percivall, Silvia Liberata Ullo
2023 J jnl
Investigating the Resolution-Performance Trade-off of Object Detection Models in Support of the Sustainable Development Goals.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Cecilia Clark, Adane Bedada, Benjamin Huff, Bogdan Lita, Amy B. Newbury, Fabio Pacifici
2021 J jnl
A Benchmarking Protocol for Pansharpening: Dataset, Preprocessing, and Quality Assessment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gemine Vivone, Mauro Dalla Mura, Andrea Garzelli, Fabio Pacifici
2020 C conf
Accelerating Sustainable Development with Earth Intelligence.
IGARSS
Madison Musgrave, Matt Hallas, Rhiannan Price, Fabio Pacifici
2020 — conf
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset.
CVPR Workshops
Jacob Shermeyer, Daniel Hogan, Jason Brown, Adam Van Etten, Nicholas Weir, Fabio Pacifici, Ronny Hänsch, Alexei Bastidas, Scott Soenen, Todd M. Bacastow, Ryan Lewis
2020 J jnl
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset.
CoRR
Jacob Shermeyer, Daniel Hogan, Jason Brown, Adam Van Etten, Nicholas Weir, Fabio Pacifici, Ronny Hänsch, Alexei Bastidas, Scott Soenen, Todd M. Bacastow, Ryan Lewis
2019 J jnl
Classification of Tropical Forest Tree Species Using Meter-Scale Image Data.
Remote. Sens.
Matthew Cross, Ted A. Scambos, Fabio Pacifici, Orlando Vargas-Ramirez, Rafael Moreno-Sanchez, Wesley Marshall
2019 J jnl
Determining Effective Meter-Scale Image Data and Spectral Vegetation Indices for Tropical Forest Tree Species Differentiation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Matthew D. Cross, Theodore A. Scambos, Fabio Pacifici, Wesley E. Marshall
2018 J jnl
Foreword to the Special Issue on Quality Improvements of Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huanfeng Shen, Xiuping Jia, José M. Bioucas-Dias, Nicolas Dobigeon, Yi Cui, Fabio Pacifici
2016 C conf
On the predictive value of the WorldView3 VNIR and SWIR spectral bands.
IGARSS
Fabio Pacifici
2016 C conf
Validation of the DigitalGlobe surface reflectance product.
IGARSS
Fabio Pacifici
2015 J jnl
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing.
Proc. IEEE
Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot, Jón Atli Benediktsson
2014 C conf
An automated flood detection framework for very high spatial resolution imagery.
IGARSS
Andrea Scarsi, William J. Emery, Gabriele Moser, Fabio Pacifici, Sebastiano Bruno Serpico
2014 — conf
Challenges and opportunities of multimodality and Data Fusion in Remote Sensing.
EUSIPCO
Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot
2014 J jnl
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christian Debes, Andreas Merentitis, Roel Heremans, Jürgen T. Hahn, Nikolaos Frangiadakis, Tim van Kasteren, Wenzhi Liao, Rik Bellens, Aleksandra Pizurica, Sidharta Gautama, Wilfried Philips, Saurabh Prasad, Qian Du, Fabio Pacifici
2014 — conf
Prelaunch assessment of worldview-3 information content.
WHISPERS
Nathan Longbotham, Fabio Pacifici, Bill Baugh, Gustavo Camps-Valls
2014 J jnl
SVM Active Learning Approach for Image Classification Using Spatial Information.
IEEE Trans. Geosci. Remote. Sens.
Edoardo Pasolli, Farid Melgani, Devis Tuia, Fabio Pacifici, William J. Emery
2014 J jnl
The Importance of Physical Quantities for the Analysis of Multitemporal and Multiangular Optical Very High Spatial Resolution Images.
IEEE Trans. Geosci. Remote. Sens.
Fabio Pacifici, Nathan Longbotham, William J. Emery
2013 J jnl
Multi-Modal and Multi-Temporal Data Fusion: Outcome of the 2012 GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christian Berger, Michael Voltersen, Robert Eckardt, Jonas Eberle, Thomas Heyer, Nesrin Salepci, Sören Hese, Christiane Schmullius, Junyi Tao, Stefan Auer, Richard Bamler, Ken Ewald, Michael G. Gartley, John Jacobson, Alan Buswell, Qian Du, Fabio Pacifici
2013 C conf
Multispectral land-use/land-cover model portability in multi-temporal multi-angle very high resolution imagery.
IGARSS
Nathan Longbotham, William J. Emery, Fabio Pacifici
2013 C conf
Statistical assessment of dataset shift and model portability in multi-angle in-track image acquisitions.
IGARSS
Giona Matasci, Nathan Longbotham, Fabio Pacifici, Mikhail F. Kanevski, Devis Tuia
2013 — conf
The Local Mutual Information invariance: Application to change detection between multispectral images.
MultiTemp
Lionel Gueguen, Fabio Pacifici
2012 J jnl
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nathan Longbotham, Fabio Pacifici, Taylor C. Glenn, Alina Zare, Michele Volpi, Devis Tuia, Emmanuel Christophe, Julien Michel, Jordi Inglada, Jocelyn Chanussot, Qian Du
2012 C conf
Multi-temporal and multi-angular analysis of very high spatial resolution images.
IGARSS
Fabio Pacifici, Nathan Longbotham, William J. Emery
2012 J jnl
Very High Resolution Multiangle Urban Classification Analysis.
IEEE Trans. Geosci. Remote. Sens.
Nathan Longbotham, Chuck Chaapel, Laurence Bleiler, Christopher Padwick, William J. Emery, Fabio Pacifici
2011 C conf
2011 GRSS Data Fusion Contest: Exploiting WorldView-2 multi-angular acquisitions.
IGARSS
Fabio Pacifici, Jocelyn Chanussot, Qian Du
2011 C conf
Improving active learning methods using spatial information.
IGARSS
Edoardo Pasolli, Farid Melgani, Devis Tuia, Fabio Pacifici, William J. Emery
2011 J jnl
Neural Networks for Arctic Atmosphere Sounding From Radio Occultation Data.
IEEE Trans. Geosci. Remote. Sens.
Fabrizio Pelliccia, Fabio Pacifici, Stefania Bonafoni, Patrizia Basili, Nazzareno Pierdicca, Piero Ciotti, William J. Emery
2011 — conf
Spatial classification of WorldView-2 multi-angle sequence.
JURSE
Nathan Longbotham, Chad Bleiler, Chuck Chaapel, Christopher Padwick, William J. Emery, Fabio Pacifici
2011 — conf
Spectral classification of WorldView-2 multi-angle sequence.
JURSE
Nathan Longbotham, Chad Bleiler, Chuck Chaapel, Christopher Padwick, William J. Emery, Fabio Pacifici
2010 J jnl
Automatic Change Detection in Very High Resolution Images With Pulse-Coupled Neural Networks.
IEEE Geosci. Remote. Sens. Lett.
Fabio Pacifici, Fabio Del Frate
2010 C conf
Automatic damage detection Using pulse-coupled neural networks For the 2009 Italian earthquake.
IGARSS
Fabio Pacifici, Marco Chini, Christian Bignami, Salvatore Stramondo, William J. Emery
2010 J jnl
Correction to "Active Learning Methods for Remote Sensing Image Classification" [Jul 09 2218-2232].
IEEE Trans. Geosci. Remote. Sens.
Devis Tuia, Frédéric Ratle, Fabio Pacifici, Mikhail F. Kanevski, William J. Emery
2010 C conf
On the relative predictive value of the new spectral bands in the WorldWiew-2 sensor.
IGARSS
Giovanni Marchisio, Fabio Pacifici, Christopher Padwick
2010 — conf
Spectral-textural endmember extraction.
WHISPERS
Maciel Zortea, Devis Tuia, Fabio Pacifici, Antonio J. Plaza
2010 C conf
Unsupervised change detection frameworks for very high spatial resolution images.
IGARSS
Fabio Pacifici, Christopher Padwick, Giovanni Marchisio
2009 J jnl
Active Learning Methods for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Devis Tuia, Frédéric Ratle, Fabio Pacifici, Mikhail F. Kanevski, William J. Emery
2009 J jnl
Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines.
IEEE Trans. Geosci. Remote. Sens.
Devis Tuia, Fabio Pacifici, Mikhail F. Kanevski, William J. Emery
2009 J jnl
Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest.
IEEE Trans. Geosci. Remote. Sens.
Giorgio Licciardi, Fabio Pacifici, Devis Tuia, Saurabh Prasad, Terrance West, Ferdinando Giacco, Christian Thiel, Jordi Inglada, Emmanuel Christophe, Jocelyn Chanussot, Paolo Gamba
2009 — conf
Morphological Operators Applied to X-band SAR for Urban Land Use Classification.
IGARSS (4)
Marco Chini, Fabio Pacifici, William J. Emery
2009 — conf
Pulse Coupled Neural Network for Automatic Features Extraction from COSMO-Skymed and TerraSAR-X Imagery.
IGARSS (3)
Fabio Del Frate, Giorgio Licciardi, Fabio Pacifici, Chiara Pratola, Domenico Solimini
2009 C conf
Pulse Coupled Neural Networks for Automatic Urban Change Detection at Very High Spatial Resolution.
CIARP
Fabio Pacifici, William J. Emery
2008 — conf
A Comparative Analysis of Kernel-Based Methods for the Classification of Land Cover Maps in Satellite Imagery.
IGARSS (4)
Roberto Basili, Fabio Del Frate, Matteo Luciani, Francesco Mesiano, Fabio Pacifici, Riccardo Rossi
2008 — conf
Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling.
IGARSS (4)
Devis Tuia, Frédéric Ratle, Fabio Pacifici, Alexei Pozdnoukhov, Mikhail F. Kanevski, Fabio Del Frate, Domenico Solimini, William J. Emery
2008 J jnl
Comparing Statistical and Neural Network Methods Applied to Very High Resolution Satellite Images Showing Changes in Man-Made Structures at Rocky Flats.
IEEE Trans. Geosci. Remote. Sens.
Marco Chini, Fabio Pacifici, William J. Emery, Nazzareno Pierdicca, Fabio Del Frate
2008 J jnl
Monitoring Urban Land Cover in Rome, Italy, and Its Changes by Single-Polarization Multitemporal SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fabio Del Frate, Fabio Pacifici, Domenico Solimini
2008 — conf
Urban Land-Use Multi-Scale Textural Analysis.
IGARSS (5)
Fabio Pacifici, Marco Chini, William J. Emery
2008 J jnl
Urban Mapping Using Coarse SAR and Optical Data: Outcome of the 2007 GRSS Data Fusion Contest.
IEEE Geosci. Remote. Sens. Lett.
Fabio Pacifici, Fabio Del Frate, William J. Emery, Paolo Gamba, Jocelyn Chanussot
2008 — conf
Very-High Resolution Image Classification using Morphological Operators and SVM.
IGARSS (4)
Devis Tuia, Fabio Pacifici, Alexei Pozdnoukhov, Christian Kaiser, Domenico Solimini, William J. Emery
2007 C conf
A robust neural network design for detecting changes from multispectral satellite imagery.
IGARSS
Fabio Pacifici, Fabio Del Frate, Chiara Solimini, William J. Emery
2007 J jnl
An Innovative Neural-Net Method to Detect Temporal Changes in High-Resolution Optical Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens.
Fabio Pacifici, Fabio Del Frate, Chiara Solimini, William J. Emery
2007 C conf
Satellite mapping of the demolition of the rocky flats nuclear weapons plant.
IGARSS
Marco Chini, William J. Emery, Fabio Pacifici
2007 C conf
Urban land cover classification: potential of high and very-high resolution SAR imagery.
IGARSS
Fabio Pacifici, Fabio Del Frate, Domenico Solimini, Alessandro Burini
2007 J jnl
Use of Neural Networks for Automatic Classification From High-Resolution Images.
IEEE Trans. Geosci. Remote. Sens.
Fabio Del Frate, Fabio Pacifici, Giovanni Schiavon, Chiara Solimini