Paolo Gamba

Orcid: 0000-0002-9576-6337

Affiliations:
  • University of Pavia, Italy


According to our database1, Paolo Gamba authored at least 291 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2013, "For contributions to very high resolution remote sending image processing of urban areas".

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Dynamic Low-Rank and Sparse Priors Constrained Deep Autoencoders for Hyperspectral Anomaly Detection.
IEEE Trans. Instrum. Meas., 2024

A 3-D Fully Convolutional Network Approach for Land Cover Mapping Using Multitemporal Sentinel-1 SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2024

Using Multi-Temporal Sentinel-1 and Sentinel-2 data for water bodies mapping.
CoRR, 2024

2023
Advancing SAR monitoring of urban impervious surface with a new polarimetric scattering mixture analysis approach.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023

Monitoring Urban Expansion by Coupling Multi-Temporal Active Remote Sensing and Landscape Analysis: Changes in the Metropolitan Area of Cordoba (Argentina) from 2010 to 2021.
Remote. Sens., January, 2023

RSAAE: Residual Self-Attention-Based Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Transfer Learning With Nonlinear Spectral Synthesis for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

MAHUM: A Multitasks Autoencoder Hyperspectral Unmixing Model.
IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Target Detection via Global Spatial-Spectral Attention Network and Background Suppression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Hyperspectral Anomaly Detection Based on Multiscale Central Difference Convolution Network.
IEEE Geosci. Remote. Sens. Lett., 2023

On Quantum Hyperparameters Selection in Hybrid Classifiers for Earth Observation Data.
IEEE Geosci. Remote. Sens. Lett., 2023

SpectralGPT: Spectral Foundation Model.
CoRR, 2023

A Multi-Tasks Autoencoder Hyperspectral Unmixing Model With Information Gain Based On Graph Network.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Comparing SAR X and L bands to map the urban extent in a metropolis of South America. The potential of multitemporal data.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Tillage Assessment in Time Series of Spaceborne Radar Data Over Rice Paddy Fields in Northern Italy.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Evaluation of Era5, and Space-Based Precipitation Estimation Over Awash River Basin, Ethiopia.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A 3D Dynamical Hybrid Model: Coupling Statistical And Machine Learning Techniques To SAR Time Series Prediction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

The ITAREO Project: Sentinel and SIASGE Constellations for SDG Mapping.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Semantic Segmentation and Recognition of Temporal Patterns in Urban SAR Sequences.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Target Detection With Unconstrained Linear Mixture Model and Hierarchical Denoising Autoencoder in Hyperspectral Imagery.
IEEE Trans. Image Process., 2022

Hyperspectral Target Detection Using a Bilinear Sparse Binary Hypothesis Model.
IEEE Trans. Geosci. Remote. Sens., 2022

A Speckle Filter for Sentinel-1 SAR Ground Range Detected Data Based on Residual Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Spatio-Temporal Urban Change Mapping With Time-Series SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images.
Remote. Sens., 2022

Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett., 2022

Dual-Pol Radar Built-Up Area Index for Urban Area Mapping Using Sentinel-1 SAR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Bilinear Sparse Target Detection for Asbestos Identification in Hyperspectral PRISMA Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Heterogeneous SAR Sequence Processing for Land Cover Mapping.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2021

Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning.
IEEE Trans. Geosci. Remote. Sens., 2021

Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection.
IEEE Trans. Geosci. Remote. Sens., 2021

A 3-D Spatiotemporal Model for Remote Sensing Data Cubes.
IEEE Trans. Geosci. Remote. Sens., 2021

Dengue Vector Population Forecasting Using Multisource Earth Observation Products and Recurrent Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Inland Water Body Mapping Using Multitemporal Sentinel-1 SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Urban Change Pattern Exploration of Megacities Using Multitemporal Nighttime Light and Sentinel-1 SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Bi- and three-dimensional urban change detection using sentinel-1 SAR temporal series.
GeoInformatica, 2021

A General Land Cover Classification Framework for Sentinel-1 SAR Data.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

Predicting Aedes Aegypti Eggs Count Using Remote Sensing Data and a Generalized Linear Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Wide-Scale Water Bodies Mapping Using Multi-Temporal SentineL-1 Sar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Built-Up Area Mapping Using Full and Dual Polarimetric SAR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
A Novel Rayleigh Dynamical Model for Remote Sensing Data Interpretation.
IEEE Trans. Geosci. Remote. Sens., 2020

New Scheme for Impervious Surface Area Mapping From SAR Images With Auxiliary User-Generated Content.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Novel Techniques for Built-Up Area Extraction From Polarimetric SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2020

PHY Design and Implementation of a Galvanic Coupling Testbed for Intra-Body Communication Links.
IEEE Access, 2020

Modeling the Temporal Population Distribution of <i>Ae. aegypti</i> Mosquito Using Big Earth Observation Data.
IEEE Access, 2020

Global Vegetation Mapping for ESA Climate Change Initiative Project Leveraging Multitemporal High Resolution Sentinel-1 SAR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

On the Optimal Design of Convolutional Neural Networks for Earth Observation Data Analysis by Maximization of Information Extraction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Temporal and Spatial Change Pattern Recognition by Means of Sentinel-1 SAR Time-Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2019

Improving Reliability in Nonlinear Hyperspectral Unmixing by Multidimensional Structural Optimization.
IEEE Trans. Geosci. Remote. Sens., 2019

Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Foreword Remote Sensing for Environmental Sustainability in the Asian-Pacific Region.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Integration of Satellite Images and Open Data for Impervious Surface Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Urban Extent Extraction Combining Sentinel Data in the Optical and Microwave Range.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Intra-Urban Change Analysis Using Sentinel-1 and Nighttime Light Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Experimental data set analysis of RSSI-based indoor and outdoor localization in LoRa networks.
Internet Technol. Lett., 2019

Mapping vegetation in urban areas using Sentinel-2.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Human settlement and infrastructure monitoring with hyperspectral imaging.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Using social media data to map urban areas: ideas and limits.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Mapping Mineral Abundances on the Moon Surface using Chang'E-1 IIM Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Assessment of Polarimetric Variability by Distance Geometry for Enhanced Classification of Oil Slicks Using SAR.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Novel Galvanic Coupling Testbed Based on PC Sound Card for Intra-body Communication Links.
Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health Management, 2019

2018
Estimating Nonlinearities in p-Linear Hyperspectral Mixtures.
IEEE Trans. Geosci. Remote. Sens., 2018

Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

SAR-Based Urban Extents Extraction: From ENVISAT to Sentinel-1.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network.
Remote. Sens., 2018

Multiharmonic Postnonlinear Mixing Model for Hyperspectral Nonlinear Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2018

Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2018

2- and 3-D Urban Change Detection With Quad-PolSAR Data.
IEEE Geosci. Remote. Sens. Lett., 2018

Fuzzy multiclass active learning for hyperspectral image classification.
IET Image Process., 2018

Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Global Spatial and Local Spectral Similarity-Based Group Sparse Representation for Hyperspectral Imagery Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Potential Analysis of Feature Extraction Based Quick Response for Environmental Change with Social Media Photos.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Auto-Encoder Network for Hyperspectral Image Unmixing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Discovering Temporal Patterns of Air Quality in Different Parts of Europe with Data Driven Feature Extraction.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Structural Optimization For Accurate Characterization Of Urban Areas In Hyperspectral Datasets.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Jointly Exploiting Sentinel-1 and Sentinel-2 for Urban Mapping.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Hybrid Approach for Delineation of Building Footprints From Space-borne Stereo Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Possibilities and Limits of Urban Change Detection Using Polarimetric SAR Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
A Novel Preunmixing Framework for Efficient Detection of Linear Mixtures in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2017

An Information Theory-Based Scheme for Efficient Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2017

Application of Multitemporal InSAR Covariance and Information Fusion to Robust Road Extraction.
IEEE Trans. Geosci. Remote. Sens., 2017

Unsupervised Data Driven Feature Extraction by Means of Mutual Information Maximization.
IEEE Trans. Computational Imaging, 2017

A Set of Methods to Support Object-Based Distributed Analysis of Large Volumes of Earth Observation Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification.
Remote. Sens., 2017

Multi-scale decision level data fusion by means of spatial regularization and image weighting.
Proceedings of the Joint Urban Remote Sensing Event, 2017

EO4Urban: Sentinel-1A SAR and Sentinel-2A MSI data for global urban services.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

On the direct assessment of endmember fractions in hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Improving the HBDT framework fusing HR and VHR SAR and optical data for image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Energy-Efficient and Mobile-Aided Cooperative Localization in Cognitive Radio Networks.
IEEE Trans. Veh. Technol., 2016

Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016

Foreword to the Special Issue on Urban Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Foreword to the Special Issue on the 2015 IEEE International Geoscience and Remote Sensing Symposium.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A General Framework for Urban Area Extraction Exploiting Multiresolution SAR Data Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Information Fusion for Urban Road Extraction From VHR Optical Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Harmonic Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Accurate Detection of Anthropogenic Settlements in Hyperspectral Images by Higher Order Nonlinear Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Automatic Delineation of Clouds and Their Shadows in Landsat and CBERS (HRCC) Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer.
Remote. Sens., 2016

Multi-feature combined cloud and cloud shadow detection in GF-1 WFV imagery.
CoRR, 2016

An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

On the detection of linear mixtures in hyperspectral images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Improving urban extent extraction from VHR optical data by means of cloud detection and image reconstruction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hierarchical hybrid decision tree multiscale fusion for urban image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Multiple Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2015

Complementarity of Discriminative Classifiers and Spectral Unmixing Techniques for the Interpretation of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Scaling up to National/Regional Urban Extent Mapping Using Landsat Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

An Object-Based Method for Road Network Extraction in VHR Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

An Efficient Approach for Local Affinity Pattern Detection in Remotely Sensed Big Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Automatic Extraction and Identification of Lunar Impact Craters Based on Optical Data and DEMs Acquired by the Chang'E Satellites.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing.
Proc. IEEE, 2015

A Novel Approach for Efficient p-Linear Hyperspectral Unmixing.
IEEE J. Sel. Top. Signal Process., 2015

A kinetic model-based algorithm to classify NGS short reads by their allele origin.
J. Biomed. Informatics, 2015

Active extreme learning machines for quad-polarimetric SAR imagery classification.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Multitemporal settlement and population mapping from Landsat using Google Earth Engine.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Characterizing dark spectra in mercury surface observations by nonlinear hyperspectral modeling.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Order-∞ nonlinear hyperspectral unmixing by sinusoidal polytope decomposition.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

On The Correlation Between Geo-Referenced Clinical Data And Remotely Sensed Air Pollution Maps.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

A feature-based approach to register CBERS CCD and HRC imagery for built-up area extraction purposes.
Proceedings of the Joint Urban Remote Sensing Event, 2015

A fuzzy fusion approach for improved urban area detection in multi-resolution SAR data.
Proceedings of the Joint Urban Remote Sensing Event, 2015

On the effect of nonlinear mixing in hyperspectral images of human settlements.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Improved extraction of urban extents from ASAR Wide Swath data.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Nonlinear endmember extraction in earth observations and astroinformatics data interpretation and compression.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Automatic clouds/shadows extraction method from CBERS-2 CCD and LANDSAT data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Towards distributed region growing image segmentation based on MapReduce.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Foreword to the Special Issue on Human Settlement Observation and Monitoring from Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Novel Semi-Supervised Method for Obtaining Finer Resolution Urban Extents Exploiting Coarser Resolution Maps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Urban Area Extent Extraction in Spaceborne HR and VHR Data Using Multi-Resolution Features.
Sensors, 2014

Editorial.
IEEE Geosci. Remote. Sens. Lett., 2014

Chipless RFID for space applications.
Proceedings of the 2014 IEEE International Conference on Wireless for Space and Extreme Environments, 2014

Communication aspects in wireless passive sensing on spacecrafts.
Proceedings of the 2014 IEEE International Conference on Wireless for Space and Extreme Environments, 2014

Integrating multiple nonlinear estimators into hyperspectral unmixing.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Non-linear hyperspectral unmixing by polytope decomposition.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Human settlements from Landsat data using Google Earth Engine.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Fusing SAR urban extent extractions at multiple spatial resolutions.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A new framework for hyperspectral image classification using multiple spectral and spatial features.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Comparison of estimated building story number for exposure mapping from high resolution space-borne images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Kimimila: A New Model to Classify NGS Short Reads by Their Allele Origin.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Challenges and opportunities of multimodality and Data Fusion in Remote Sensing.
Proceedings of the 22nd European Signal Processing Conference, 2014

A cooperative localization algorithm exploiting a mobile device in cognitive radio networks.
Proceedings of the European Conference on Networks and Communications, 2014

2013
Fast and Efficient Urban Extent Extraction Using ASAR Wide Swath Mode Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Human Settlements: A Global Challenge for EO Data Processing and Interpretation.
Proc. IEEE, 2013

Efficient detection and decoding of q-ary LDPC coded signals over partial response channels.
EURASIP J. Wirel. Commun. Netw., 2013

Low Complexity Indoor Localization in Wireless Sensor Networks by UWB and Inertial Data Fusion
CoRR, 2013

Wireless passive sensors for remote sensing of temperature on aerospace platforms.
Proceedings of the IEEE International Conference on Wireless for Space and Extreme Environments, 2013

Spectral unmixing-based post-processing for hyperspectral image classification.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Fusion of spectral and spatial features for human settlement extraction.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Location based routing protocol exploiting heterogeneous primary users in cognitive radio networks.
Proceedings of IEEE International Conference on Communications, 2013

2012
Foreword to the Special Issue on Human Settlement Monitoring Using Multiple Earth Observation Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

SAR Data Classification of Urban Areas by Means of Segmentation Techniques and Ancillary Optical Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Fusion of Difference Images for Change Detection Over Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Remote Sensing and Earthquake Damage Assessment: Experiences, Limits, and Perspectives.
Proc. IEEE, 2012

Impact of channel access on localization in cooperative UWB sensor network: A case study.
Proceedings of the 9th Workshop on Positioning, Navigation and Communication, 2012

Spatial probability membership value based ensemble: An improved tool for vegetation mapping.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Exploiting spatial and wavelength information in dual-frequency SAR mapping of human settlements and their surrounding environment in the Amazons.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

A robust approach to global urban area extent extraction using ASAR Wide Swath Mode data.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Semi-supervised classification of hyperspectral data using spectral unmixing concepts.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Is physical vulnerability helpful in SAR-based seismic damage assessment? A preliminary study.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Comparative analysis and combination of ALOS optical and SAR data for human settlement extent extraction.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Including the spatial context into decision fusion for urban area mapping using hyperspectral data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Evaluation and analysis of fusion algorithms for active and passive remote sensing image.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Foreword to the Special Issue on the 2010 International Geoscience and Remote Sensing Symposium.
IEEE Trans. Geosci. Remote. Sens., 2011

Hierarchical Hybrid Decision Tree Fusion of Multiple Hyperspectral Data Processing Chains.
IEEE Trans. Geosci. Remote. Sens., 2011

Foreword to the Special Issue on "Human Settlements: A Global Remote Sensing Challenge".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Robust Extraction of Urban Area Extents in HR and VHR SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Improving Change Detection Results of IR-MAD by Eliminating Strong Changes.
IEEE Geosci. Remote. Sens. Lett., 2011

Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2011

Combining Hyperspectral Data Processing Chains for Robust Mapping Using Hierarchical Trees and Class Memberships.
IEEE Geosci. Remote. Sens. Lett., 2011

An Autonomous Long Range Monitoring System For Emergency Operators
CoRR, 2011

Hyperspectral change detection with IR-MAD and initial change mask.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

A comparative assessment of several processing chains for hyperspectral image classification: What features to use?
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Rapid estimation of point source chemical pollutant coverage in catastrophe situation using hierarchical binary decision tree ensemble and probability membership value based ensemble approaches.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

A novel paradigm for urban environment characterization using ascending and descending TerraSAR-X data.
Proceedings of the SAR Image Analysis, 2011

Fusion of difference images for change detection in urban areas.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Joint VHR - LIDAR classification framework in urban areas using a priori knowledge and post processing shape optimization.
Proceedings of the Joint Urban Remote Sensing Event, 2011

SAR-based analysis of urban areas: Joint exploitation of segments and statistical features.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Earthquake damage assessment from post-event VHR radar data: From Sichuan, 2008 to Haiti, 2010.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Hyperspectral change detection using IR-MAD and feature reduction.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Road extraction in urban and rural environments exploiting a dual-band SAR system.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Urban area product simulation for the EnMap hyperspectral sensor.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Land-use mapping using coarse resolution SAR data at the object level exploiting ancillary optical data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Road Network Extraction in VHR SAR Images of Urban and Suburban Areas by Means of Class-Aided Feature-Level Fusion.
IEEE Trans. Geosci. Remote. Sens., 2010

Comparison of advanced neural network architectures for hyperspectral data classification.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Efficient combination of multiple hyperspectral data processing chains using binary decision trees.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Change detection using iteratively reweighted regression with neural networks.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Technical program overview.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Mapping earthquake damage in VHR radar images of human settlements: Preliminary results on the 6<sup>th</sup> April 2009, Italy case.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Combining classifiers for robust hyperspectral mapping using Hierarchical Trees and class memberships.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

REnvDB, a RESTful Database for Pervasive Environmental Wireless Sensor Networks.
Proceedings of the 30th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2010 Workshops), 2010

2009
Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest.
IEEE Trans. Geosci. Remote. Sens., 2009

Foreword to the Issue on Remote Sensing of Regional Land Use and Land Cover.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2009

Fast damage mapping in case of earthquakes using multitemporal SAR data.
J. Real Time Image Process., 2009

Hyperspectral data classification using an ensemble of class-dependent neural networks.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Fusion of SAR and Optical Data for Urban Extent Extraction Improvement.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Recent Activities in the Hyperspectral Imaging Network (HYPER-I-NET): A European Consortium Fostering Imaging Spectroscopy Research.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Experiences in Optical and SAR Imagery Analysis for Damage Assessment in the Wuhan, may 2008 Earthquake.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A Data Interpretion Chain for Hyperspectral Remote Sensing Data aimed at Basic Vegetation Mapping Applications.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Foreword to the Special Issue on Data Fusion.
IEEE Trans. Geosci. Remote. Sens., 2008

Iterative symbol timing recovery for short burst transmission schemes.
IEEE Trans. Commun., 2008

Spatial Indexes for the Extraction of Formal and Informal Human Settlements From High-Resolution SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008

Introduction to the Issue on Remote Sensing of Human Settlements: Status and Challenges.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008

Log-map analysis.
Parallel Comput., 2008

Urban Mapping Using Coarse SAR and Optical Data: Outcome of the 2007 GRSS Data Fusion Contest.
IEEE Geosci. Remote. Sens. Lett., 2008

An Iterative Algorithm for Joint Symbol Timing Recovery and Equalization of Short Bursts.
J. Commun., 2008

Gradient Optimization for multiple kernel's parameters in support vector machines classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Semi-Automated Extraction of Human Settlement Extent in HR SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Towards the Definition of a Flexible Hyperspectral Processing Chain: Preliminary Case Study Using High-Resolution Urban Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Rapid Land Mapping by TerraSAR-X VHR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Anisotropic Rotation Invariant Built-Up Presence Index: Applications to SAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Rapid Damage Detection in the Bam Area Using Multitemporal SAR and Exploiting Ancillary Data.
IEEE Trans. Geosci. Remote. Sens., 2007

Improved VHR Urban Area Mapping Exploiting Object Boundaries.
IEEE Trans. Geosci. Remote. Sens., 2007

Introduction for the Special Issue on Remote Sensing for Major Disaster Prevention, Monitoring, and Assessment.
IEEE Trans. Geosci. Remote. Sens., 2007

Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data-Fusion Contest.
IEEE Trans. Geosci. Remote. Sens., 2007

Joint Symbol Timing Recovery and Equalization for Short Burst Transmissions.
Proceedings of the 66th IEEE Vehicular Technology Conference, 2007

Boundary-adaptive MRF classification of optical very high resolution images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007


European perspectives in hyperspectral data analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Junction-aware extraction and regularization of urban road networks in high-resolution SAR images.
IEEE Trans. Geosci. Remote. Sens., 2006

Change Detection of Multitemporal SAR Data in Urban Areas Combining Feature-Based and Pixel-Based Techniques.
IEEE Trans. Geosci. Remote. Sens., 2006

Preface.
Pattern Recognit. Lett., 2006

Semi-automatic choice of scale-dependent features for satellite SAR image classification.
Pattern Recognit. Lett., 2006

Feature fusion to improve road network extraction in high-resolution SAR images.
IEEE Geosci. Remote. Sens. Lett., 2006

Improving urban road extraction in high-resolution images exploiting directional filtering, perceptual grouping, and simple topological concepts.
IEEE Geosci. Remote. Sens. Lett., 2006

An All-Digital Clock Recovery Architecture for the BRAN Hiperaccess Uplink Receiver.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Advanced Processing of Hyperspectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Feature Fusion for Road Extraction in SAR Scenes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005
Fusion of remotely sensed data over urban areas.
Inf. Fusion, 2005

Urban remote sensing using multiple data sets: Past, present, and future.
Inf. Fusion, 2005

Comparison and combination of multiband classifiers for landsat urban land cover mapping.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Joint feature and pixel-based change detection in high resolution SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Image interpretation through problem segmentation for very high resolution data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
Coregistration of multiangle fine spatial resolution SAR images.
IEEE Geosci. Remote. Sens. Lett., 2004

Exploiting spectral and spatial information in hyperspectral urban data with high resolution.
IEEE Geosci. Remote. Sens. Lett., 2004

ENVISAT-1 data for urban area detection and characterization.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

High resolution InSAR "Builtscape" improvement using LIDAR as ancillary data.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

A collection of data for urban area characterization.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Sea SAR image analysis by fractal data fusion.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003
Multitemporal/multiband SAR classification of urban areas using spatial analysis: statistical versus neural kernel-based approach.
IEEE Trans. Geosci. Remote. Sens., 2003

Foreword to the special issue on urban remote sensing by satellite.
IEEE Trans. Geosci. Remote. Sens., 2003

Improvements to urban area characterization using multitemporal and multiangle SAR images.
IEEE Trans. Geosci. Remote. Sens., 2003

Pyramidal rain field decomposition using radial basis function neural networks for tracking and forecasting purposes.
IEEE Trans. Geosci. Remote. Sens., 2003

Texture-based characterization of urban environments on satellite SAR images.
IEEE Trans. Geosci. Remote. Sens., 2003

Multisource urban classification: joint processing of optical and SAR data for land cover mapping.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Using image magnification techniques to improve classification of hyperspectral data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Exploiting spectral and spatial information for classifying hyperspectral data in urban areas.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Fractal mapping for sea surface anomalies recognition.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Preparing an urban test site for SRTM data validation.
IEEE Trans. Geosci. Remote. Sens., 2002

Multipath channel modeling with chaotic attractors.
Proc. IEEE, 2002

Improving chaos equations fading models for Ka band satellite links.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002

Multiband SAR classification using contextual analysis: annealing segmentation vs. a neural kernel-based approach.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

On the optimisation of RBF-based radar rainmap prediction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Extraction and fusion of street networks from fine resolution SAR data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Multitemporal urban area characterization through fuzzy neural networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Fractal behavior of sea SAR ERS-1 images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2001
Detection of urban structures in SAR images by robust fuzzy clustering algorithms: the example of street tracking.
IEEE Trans. Geosci. Remote. Sens., 2001

Query-by-shape in meteorological image archives using the point diffusion technique.
IEEE Trans. Geosci. Remote. Sens., 2001

Ka fading channel models derived from chaotic dynamical systems.
Proceedings of the 54th IEEE Vehicular Technology Conference, 2001

2000
Neural detection of pipe signatures in ground penetrating radar images.
IEEE Trans. Geosci. Remote. Sens., 2000

Detection and extraction of buildings from interferometric SAR data.
IEEE Trans. Geosci. Remote. Sens., 2000

Digital surface models and building extraction: a comparison of IFSAR and LIDAR data.
IEEE Trans. Geosci. Remote. Sens., 2000

A fuzzy shell clustering approach to recognize hyperbolic signatures in subsurface radar images.
IEEE Trans. Geosci. Remote. Sens., 2000

Detecting and grouping words in topographic maps by means of perceptual concepts.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Meteorological structures shape description and tracking by means of BI-RME matching.
IEEE Trans. Geosci. Remote. Sens., 1999

Electromagnetic detection of dielectric cylinders by a neural network approach.
IEEE Trans. Geosci. Remote. Sens., 1999

Perceptual grouping for symbol chain tracking in digitized topographic maps.
Pattern Recognit. Lett., 1999

Shape analysis with the 'Boundary Integral-Resonant Mode Expansion' method.
Image Vis. Comput., 1999

Block-error probabilities for mobile radio channels derived from chaos equations.
IEEE Commun. Lett., 1999

Coding Scene Contents Using the Image Background.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998
A Comparison between Different Modal Matching Based Similarity Indexes.
Proceedings of the Image Databases and Multi-Media Search, 1998

Simplified modal analysis and search for reliable shape retrieval.
IEEE Trans. Circuits Syst. Video Technol., 1998

The Impact of the Hurst Parameter on Queueing Performance Using Chaotic Sequences.
Proceedings of the Optical Networks: Design and Modeling, 1998

A simple algorithm for similarity evaluation of figures defined by sets of points.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

A simple model for VBR video traffic based on chaotic maps: validation through evaluation of ATM multiplexers QoS parameters.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

1997
Scene interpretation by fusion of segment and region information.
Image Vis. Comput., 1997

Extraction of Discontinuous Chains of Symbols by Means of Perceptual Grouping.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

A Fast Algorithm for Target Shadow Removal in Monocular Colour Sequences.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Harbour images sequence analysis for control and monitoring.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Multi-radar data fusion for object tracking and shape estimation.
Signal Process., 1996

Automatic selection of the number of clusters in multidimensional data problems.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Vanishing point detection by a voting scheme.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Eliminating target shadows for improved tracking and shape estimation in outdoor monocular diurnal sequences.
Proceedings of the 8th European Signal Processing Conference, 1996


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