Francesca Bovolo

Orcid: 0000-0003-3104-7656

Affiliations:
  • University of Trento, Italy


According to our database1, Francesca Bovolo authored at least 176 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
Super-Resolution of Radargrams With a Generative Deep Learning Model.
IEEE Trans. Geosci. Remote. Sens., 2024

Multiannual Change Detection Using a Weakly Supervised 3-D CNN in HR SITS.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
Remote Sensing and Deep Learning to Understand Noisy OpenStreetMap.
Remote. Sens., September, 2023

FMPR-Net: False Matching Point Removal Network for Very-High-Resolution Satellite Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2023

A Weakly Supervised Transfer Learning Approach for Radar Sounder Data Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Deep-Learning-Based Retrieval of an Orange Band Sensitive to Cyanobacteria for Landsat-8/9 and Sentinel-2.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

A Dual-Branch Deep Learning Architecture for Multisensor and Multitemporal Remote Sensing Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Joint Learning Framework for Roads Semantic Segmentation from VHR and VGI Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Multi-Feature Hyper-Temporal Change Vector Analysis Method for Change Detection in Multi-Annual Time Series of HR Satellite Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Enhanced Unsupervised Feature Learning Framework For Radar Sounder Signal Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Dem Generator from Single Swath Radargrams.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep Learning for Unsupervised Denoising of Radar Sounder Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Unsupervised Building Change Detection in Multi-Modal Sar Images Using Cyclegan.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Power of GIS Mapping: ATLAS Flood Maps 2022 (Short Paper).
Proceedings of the 12th International Conference on Geographic Information Science, 2023

2022
A System for Burned Area Detection on Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

An Approach to the Assessment of Detectability of Subsurface Targets in Polar Ice From Satellite Radar Sounders.
IEEE Trans. Geosci. Remote. Sens., 2022

A Nonconvex Framework for Sparse Unmixing Incorporating the Group Structure of the Spectral Library.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

TransSounder: A Hybrid TransUNet-TransFuse Architectural Framework for Semantic Segmentation of Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens., 2022

An Unsupervised Fuzzy System for the Automatic Detection of Candidate Lava Tubes in Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens., 2022

A Deep Learning Architecture for Semantic Segmentation of Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features.
IEEE Trans. Geosci. Remote. Sens., 2022

Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

River Bathymetry Retrieval From Landsat-9 Images Based on Neural Networks and Comparison to SuperDove and Sentinel-2.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Void-Volume-Based Stem Geometric Modeling and Branch-Knot Localization in Terrestrial Laser Scanning Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Automatic Large-Scale Precise Mapping and Monitoring of Agricultural Fields at Country Level With Sentinel-2 SITS.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Water Quality Retrieval from Landsat-9 (OLI-2) Imagery and Comparison to Sentinel-2.
Remote. Sens., 2022

Change Detection in Image Time-Series Using Unsupervised LSTM.
IEEE Geosci. Remote. Sens. Lett., 2022

Bathymetry retrieval from CubeSat image sequences with short time lags.
Int. J. Appl. Earth Obs. Geoinformation, 2022

A Hybrid CNN-Transformer Architecture for Semantic Segmentation of Radar Sounder data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

An Unsupervised Deep Learning Method for the Super-Resolution of Radar Sounder Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Unsupervised Multiclass Change Detection for Multimodal Remote Sensing Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding.
IEEE Trans. Geosci. Remote. Sens., 2021

A Crown Quantization-Based Approach to Tree-Species Classification Using High-Density Airborne Laser Scanning Data.
IEEE Trans. Geosci. Remote. Sens., 2021

A General Framework for Change Detection Using Multimodal Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Inter-Comparison of Methods for Chlorophyll-a Retrieval: Sentinel-2 Time-Series Analysis in Italian Lakes.
Remote. Sens., 2021

Semisupervised Change Detection Using Graph Convolutional Network.
IEEE Geosci. Remote. Sens. Lett., 2021

Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images.
IEEE Geosci. Remote. Sens. Lett., 2021

A Novel Dual-Alternating Direction Method of Multipliers for Spectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2021

An Unsupervised Change Detection Approach for Dense Satellite Image Time Series Using 3D CNN.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Automatic Segmentation of Ice Shelves with Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

An Unsupervised Deep Learning Method for Subsurface Target Detection in Radar Sounder Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

STRATUS: A new mission concept for monitoring the subsurface of polar and arid regions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

An Unsupervised Change Detection Technique Based on a Super-Resolution Convolutional Autoencoder.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images.
IEEE Trans. Geosci. Remote. Sens., 2020

A Novel Framework Based on Polarimetric Change Vectors for Unsupervised Multiclass Change Detection in Dual-Pol Intensity SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2020

Snow Cover Estimation Underneath the Clouds Based on Multitemporal Correlation Analysis in Historical Time-Series Imagery.
IEEE Trans. Geosci. Remote. Sens., 2020

A Method for the Analysis of Small Crop Fields in Sentinel-2 Dense Time Series.
IEEE Trans. Geosci. Remote. Sens., 2020

An Approach to Unsupervised Detection of Fully and Partially Destroyed Buildings in Multitemporal VHR SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Physics-based Bathymetry and Water Quality Retrieval Using PlanetScope Imagery: Impacts of 2020 COVID-19 Lockdown and 2019 Extreme Flood in the Venice Lagoon.
Remote. Sens., 2020

Water Quality Retrieval from PRISMA Hyperspectral Images: First Experience in a Turbid Lake and Comparison with Sentinel-2.
Remote. Sens., 2020

An Unsupervised Approach to Change Detection in Built-Up Areas by Multitemporal PolSAR Images.
IEEE Geosci. Remote. Sens. Lett., 2020

A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Envision Mission to Venus: Subsurface Radar Sounding.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Fast and Robust Matching for Multimodal Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2019

Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images.
IEEE Trans. Geosci. Remote. Sens., 2019

A Novel Change Detection Method for Multitemporal Hyperspectral Images Based on Binary Hyperspectral Change Vectors.
IEEE Trans. Geosci. Remote. Sens., 2019

Novel Spectra-Derived Features for Empirical Retrieval of Water Quality Parameters: Demonstrations for OLI, MSI, and OLCI Sensors.
IEEE Trans. Geosci. Remote. Sens., 2019

A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2019

Generation of Homogeneous VHR Time Series by Nonparametric Regression of Multisensor Bitemporal Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Distributed Radar Sounder: A Novel Concept for Subsurface Investigations Using Sensors in Formation Flight.
IEEE Trans. Geosci. Remote. Sens., 2019

Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery.
Remote. Sens., 2019

An Approach to Multiple Change Detection in VHR Optical Images Based on Iterative Clustering and Adaptive Thresholding.
IEEE Geosci. Remote. Sens. Lett., 2019

A high resolution burned area detector for Sentinel-2 and Landsat-8.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Unsupervised deep learning based change detection in Sentinel-2 images.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Novel Approach to Snow Coverage Retrieval Under Cloud-Obscured Pixels Based on Multitemporal Correlation.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

An Effective Approach to 3D Stem Modeling and Branch-Knot Localization in Multiscan TLS Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Assessing the Detection Performance on Icy Targets Acquired by an Orbiting Radar Sounder.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Semi-Supervised Crop-Type Classification Based on Sentinel-2 NDVI Satellite Image Time Series And Phenological Parameters.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
A Novel Technique Based on Deep Learning and a Synthetic Target Database for Classification of Urban Areas in PolSAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

An Approach for Unsupervised Change Detection in Multitemporal VHR Images Acquired by Different Multispectral Sensors.
Remote. Sens., 2018

Compensating Earth Ionosphere Phase Distortion in Spaceborne VHF Radar Sounders for Subsurface Investigations.
IEEE Geosci. Remote. Sens. Lett., 2018

Multisource and Multitemporal Data Fusion in Remote Sensing.
CoRR, 2018

A Fast and Robust Matching Framework for Multimodal Remote Sensing Image Registration.
CoRR, 2018

Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

An Approach to Tree Species Classification Using Voxel Neighborhood Density-Based Subsampling of Multiscan Terrestrial Lidar Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

An Approach to Lava Tube Detection in Radar Sounder Data of the Moon.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Automatic Derivation of Cropland Phenological Parameters by Adaptive Non-Parametric Regression of Sentinel-2 Ndvi Time Series.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Circular Approach to Multi-Class Change Detection in Multitemporal Sentinel-1 SAR Image Time Series.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
An Internal Crown Geometric Model for Conifer Species Classification With High-Density LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2017

Segmentation-Based Fine Registration of Very High Resolution Multitemporal Images.
IEEE Trans. Geosci. Remote. Sens., 2017

Radar Signal Penetration and Horizons Detection on Europa Through Numerical Simulations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A novel method for unsupervised multiple Change Detection in hyperspectral images based on binary Spectral Change Vectors.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Spatio-temporal evolution of crop fields in Sentinel-2 Satellite Image Time Series.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Analysis of multitemporal Sentinel-2 images in the framework of the ESA Scientific Exploitation of Operational Missions.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Circular change detection in image time series inspired by two-dimensional phase unwrapping.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Unsupervised change detection in built-up areas by multi-temporal polarimetric SAR images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A novel change detection method for multitemporal hyperspectral images based on a discrete representation of the change information.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A spectral-spatial multiscale approach for unsupervised multiple change detection.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Subdominant tree detection in multi-layered forests by a local projection of airborne lidar data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A novel change detection framework based on deep learning for the analysis of multi-temporal polarimetric SAR images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A novel framework for bi-temporal change detection in image time series.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Edge-Based Registration-Noise Estimation in VHR Multitemporal and Multisensor Images.
IEEE Geosci. Remote. Sens. Lett., 2016

An approach to conifer species classification based on crown structure modeling in high density airborne LiDAR data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

An approach to multiple Change Detection in multisensor VHR optical images based on iterative clustering.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Rayleigh-Rice Mixture Parameter Estimation via EM Algorithm for Change Detection in Multispectral Images.
IEEE Trans. Image Process., 2015

An Adaptive Semisupervised Approach to the Detection of User-Defined Recurrent Changes in Image Time Series.
IEEE Trans. Geosci. Remote. Sens., 2015

Building Change Detection in Multitemporal Very High Resolution SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015

An Approach to Fine Coregistration Between Very High Resolution Multispectral Images Based on Registration Noise Distribution.
IEEE Trans. Geosci. Remote. Sens., 2015

A Novel Graph-Matching-Based Approach for Domain Adaptation in Classification of Remote Sensing Image Pair.
IEEE Trans. Geosci. Remote. Sens., 2015

A New Self-Training-Based Unsupervised Satellite Image Classification Technique Using Cluster Ensemble Strategy.
IEEE Geosci. Remote. Sens. Lett., 2015

Fine co-registration of VHR images for multitemporal Urban area analysis.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Multitemporal spectral unmixing for change detection in hyperspectral images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Precise co-registration of very high resolution optical images by registration-noise estimation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

VHR time-series generation by prediction and fusion of multi-sensor images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Jupiter ICY moon explorer (JUICE): Advances in the design of the radar for Icy Moons (RIME).
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A cluster-based appraoch to content based time series retrieval (CBTSR).
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Concurrent Self-Organizing Maps for Supervised/Unsupervised Change Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Detection of specific changes in image time series by an adaptive change vector analysis.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A novel neural approach for unsupervised change detection using SOM clustering for pseudo-training set selection followed by CSOM classifier.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Rapid and accurate damage detection in built-up areas combining stripmap and spotlight SAR images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A novel circular approach to change detection in pair of images extracted from image time series.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Classification of Time Series of Multispectral Images With Limited Training Data.
IEEE Trans. Image Process., 2013

Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach.
IEEE Trans. Geosci. Remote. Sens., 2013

A Hierarchical Approach to Change Detection in Very High Resolution SAR Images for Surveillance Applications.
IEEE Trans. Geosci. Remote. Sens., 2013

A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images.
Proc. IEEE, 2013

Change Detection in VHR Images Based on Morphological Attribute Profiles.
IEEE Geosci. Remote. Sens. Lett., 2013

Supervised change detection in VHR images using contextual information and support vector machines.
Int. J. Appl. Earth Obs. Geoinformation, 2013

Detection of changed buildings in multitemporal Very High Resolution SAR images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A novel multitemporal detector for primitive extraction from VHR SAR images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A novel hierarchical method for change detection in multitemporal hyperspectral images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Sequential cascade classification of image time series by exploiting multiple pairwise change detection.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013


A 4-dimensional approach to image time series visualization and analysis.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification.
IEEE Trans. Geosci. Remote. Sens., 2012

A Framework for Automatic and Unsupervised Detection of Multiple Changes in Multitemporal Images.
IEEE Trans. Geosci. Remote. Sens., 2012

A Novel Domain Adaptation Bayesian Classifier for Updating Land-Cover Maps With Class Differences in Source and Target Domains.
IEEE Trans. Geosci. Remote. Sens., 2012

Unsupervised hierarchical spectral analysis for change detection in hyperspectral images.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Freight traffic surveillance in VHR SAR images by multiscale information extraction.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Low-cost updating of land-cover maps by classifiying multitemporal remote sensing images.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 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

Discovering single classes in remote sensing images with active learning.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Target-driven change detection based on data transformation and similarity measures.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A novel system for classification of image time series with limited ground reference data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A novel hierarchical approach to change detection with very high resolution SAR images for surveillance applications.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Detection of land-cover transitions in multitemporal images with active-learning based compound classification.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

A semantic-based multilevel approach to change detection in very high geometrical resolution multitemporal images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

An adaptive thresholding approach to multiple-change detection in multispectral images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
A Context-Sensitive Technique Robust to Registration Noise for Change Detection in VHR Multispectral Images.
IEEE Trans. Image Process., 2010

A Novel Technique for Subpixel Image Classification Based on Support Vector Machine.
IEEE Trans. Image Process., 2010

Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2010

A support vector domain method for change detection in multitemporal images.
Pattern Recognit. Lett., 2010

Analysis of the Effects of Pansharpening in Change Detection on VHR Images.
IEEE Geosci. Remote. Sens. Lett., 2010

A conceptual framework for change detection in very high resolution remote sensing images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A nearly lossless 2d representation and characterization of change information in multispectral images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Analysis and Adaptive Estimation of the Registration Noise Distribution in Multitemporal VHR Images.
IEEE Trans. Geosci. Remote. Sens., 2009

A Multilevel Parcel-Based Approach to Change Detection in Very High Resolution Multitemporal Images.
IEEE Geosci. Remote. Sens. Lett., 2009

An Adaptive Multiscale Random Field Technique for Unsupervised Change Detection in VHR Multitemporal Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Multidimensional Probability Density Function Matching for Preprocessing of Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2008

A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure.
IEEE Trans. Geosci. Remote. Sens., 2008

An Automatic System for the Analysis and Classification of Human Atrial Fibrillation Patterns from Intracardiac Electrograms.
IEEE Trans. Biomed. Eng., 2008

A Context-Sensitive Clustering Technique Based on Graph-Cut Initialization and Expectation-Maximization Algorithm.
IEEE Geosci. Remote. Sens. Lett., 2008

An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images.
IEEE Geosci. Remote. Sens. Lett., 2008

A Context-Sensitive Technique Robust to Registration Noise for Change Detection in Very High Resolution Multispectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

An Adaptive Technique based on Similarity Measures for Change Detection in Very High Resolution SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2007

A Split-Based Approach to Unsupervised Change Detection in Large-Size Multitemporal Images: Application to Tsunami-Damage Assessment.
IEEE Trans. Geosci. Remote. Sens., 2007

A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in the Polar Domain.
IEEE Trans. Geosci. Remote. Sens., 2007

A Multiscale Change Detection Technique Robust to Registration Noise.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

An unsupervised change detection technique based on Bayesian initialization and semisupervised SVM.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
A Novel Context-Sensitive SVM for Classification of Remote Sensing Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

A Novel Theoretical Framework for Unsupervised Change Detection Based on CVA in Polar Domain.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005
A detail-preserving scale-driven approach to change detection in multitemporal SAR images.
IEEE Trans. Geosci. Remote. Sens., 2005

A Context-Sensitive Technique Based on Support Vector Machines for Image Classification.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

A multilevel parcel-based approach to change detection in very high resolution multitemporal images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

An adaptive multiscale approach to unsupervised change detection in multitemporal SAR images.
Proceedings of the 2005 International Conference on Image Processing, 2005


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