Lorenzo Bruzzone
Orcid: 0000-0002-6036-459XAffiliations:
- University of Trento, Italy
According to our database1,
Lorenzo Bruzzone
authored at least 581 papers
between 1995 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2010, "For contributions to pattern recognition and image processing for remote sensing".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on scopus.com
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on orcid.org
On csauthors.net:
Bibliography
2024
Transfer-Aware Graph U-Net with Cross-Level Interactions for PolSAR Image Semantic Segmentation.
Remote. Sens., April, 2024
Mapping and Analyzing the Spatiotemporal Patterns and Drivers of Multiple Ecosystem Services: A Case Study in the Yangtze and Yellow River Basins.
Remote. Sens., January, 2024
Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping.
IEEE Trans. Geosci. Remote. Sens., 2024
Beyond Pixel-Level Annotation: Exploring Self-Supervised Learning for Change Detection With Image-Level Supervision.
IEEE Trans. Geosci. Remote. Sens., 2024
DRFormer: Learning Disentangled Representation for Pan-Sharpening via Mutual Information- Based Transformer.
IEEE Trans. Geosci. Remote. Sens., 2024
Content-Guided Spatial-Spectral Integration Network for Change Detection in HR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Joint Spatio-Temporal Modeling for Semantic Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Unsupervised CD in Satellite Image Time Series by Contrastive Learning and Feature Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024
Design and Verification of a Low-Cost Multispectral Camera for Precision Agriculture Application.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Extended Semantic Edge-Aware Filtering Profile for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024
IEEE Geosci. Remote. Sens. Lett., 2024
A Method for the Characterization of the Interior of Pits From Single Spaceborne SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2024
2023
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Cost-efficient information extraction from massive remote sensing data: When weakly supervised deep learning meets remote sensing big data.
Int. J. Appl. Earth Obs. Geoinformation, June, 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Relation Changes Matter: Cross-Temporal Difference Transformer for Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
A Unified Two-Stage Spatial and Spectral Network With Few-Shot Learning for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2023
A Dictionary-Based Integrated Simulation Approach to Model Large- and Small-Scale Coherent Surface Scattering Phenomena in Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
A Novel Method for Hidden Natural Caves Characterization and Accessibility Assessment From Spaceborne VHR SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Analysis of Lava Tubes' Roughness and Radar Near-Nadir Regime Backscattering Properties.
IEEE Trans. Geosci. Remote. Sens., 2023
Multiyear Mapping of Water Demand at Crop Level: An End-to-End Workflow Based on High-Resolution Crop Type Maps and Meteorological Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Automated Machine Learning Driven Stacked Ensemble Modeling for Forest Aboveground Biomass Prediction Using Multitemporal Sentinel-2 Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
A Deep Learning Framework for the Estimation of Forest Height From Bistatic TanDEM-X Data.
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
An Attention-Enhanced Feature Fusion Network (AeF<sup>2</sup>N) for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023
SFFGL: A Semantic Feature Fused Global Learning Framework for Multiclass Change Detection in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2023
Active Learning for Hyperspectral Image Classification Using Kernel Sparse Representation Classifiers.
IEEE Geosci. Remote. Sens. Lett., 2023
OBSUM: An object-based spatial unmixing model for spatiotemporal fusion of remote sensing images.
CoRR, 2023
CoRR, 2023
Bi-Directional Temporal Modelling for Semantic Change Detection in Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Refining Land-Cover Weak Labels Using a Discrete Wavelet Transform Inspired Deep Adversarial Model.
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
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Potential of Deep Learning for Forest Height Estimation from Tandem-X Bistatic Insar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023
Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation.
Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023
2022
IEEE Trans. Image Process., 2022
Superpixel-Level Global and Local Similarity Graph-Based Clustering for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
SPCNet: A Subpixel Convolution-Based Change Detection Network for Hyperspectral Images With Different Spatial Resolutions.
IEEE Trans. Geosci. Remote. Sens., 2022
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 Range-Doppler Method for Focusing Radar Sounder Data Generated by Coherent Electromagnetic Simulators.
IEEE Trans. Geosci. Remote. Sens., 2022
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
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2022
Full-Level Domain Adaptation for Building Extraction in Very-High-Resolution Optical Remote-Sensing Images.
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
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Supervised Multi-Scale Attention-Guided Ship Detection in Optical Remote Sensing Images.
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
IEEE Trans. Geosci. Remote. Sens., 2022
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Clutter Reduction by Estimation of Echoes Direction of Arrival in Distributed Radar Sounders in Formation Flying.
IEEE Trans. Geosci. Remote. Sens., 2022
A Novel Approach to the Detection and Imaging of Candidate Martian Subglacial Water Bodies by Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens., 2022
Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features.
IEEE Trans. Geosci. Remote. Sens., 2022
Spatial and Spectral Extraction Network With Adaptive Feature Fusion for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022
A Scalable High-Performance Unsupervised System for Producing Large-Scale HR Land Cover Maps: The Italian Country Case Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Generative Feature Extraction From Sentinel 1 and 2 Data for Prediction of Forest Aboveground Biomass in the Italian Alps.
IEEE J. Sel. Top. Appl. Earth Obs. 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
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
A CNN Ensemble Based on a Spectral Feature Refining Module for Hyperspectral Image Classification.
Remote. Sens., 2022
Analysis of Earth's Ionosphere Effects on Englacial Layering Detectability in Spaceborne Radar Sounders Data.
IEEE Geosci. Remote. Sens. Lett., 2022
Mono- and Dual-Regulated Contractive-Expansive-Contractive Deep Convolutional Networks for Classification of Multispectral Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
SIGAN: Spectral Index Generative Adversarial Network for Data Augmentation in Multispectral Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
A Bayesian Approach to Active Self-Paced Deep Learning for SAR Automatic Target Recognition.
IEEE Geosci. Remote. Sens. Lett., 2022
An Interactive Strategy for the Training Set Definition Based on Active Self-Paced Learning Implemented on a Cloud-Computing Platform.
IEEE Geosci. Remote. Sens. Lett., 2022
Multilayer Feature Fusion Network With Spatial Attention and Gated Mechanism for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
An Approach Based on Deep Learning for Tree Species Classification in LiDAR Data Acquired in Mixed Forest.
IEEE Geosci. Remote. Sens. Lett., 2022
A Triangulation-Based Technique for Tree-Top Detection in Heterogeneous Forest Structures Using High Density LiDAR Data.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
MP-ResNet: Multipath Residual Network for the Semantic Segmentation of High-Resolution PolSAR Images.
IEEE Geosci. Remote. Sens. Lett., 2022
Joint Spatio-Temporal Modeling for the Semantic Change Detection in Remote Sensing Images.
CoRR, 2022
A Sub-Pixel Convolution-Based Residual Network for Hyperspectral Image Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Data Augmentation Through Spectrally Controlled Adversarial Networks for Classification of Multispectral Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
A Deep Learning Approach to Ship Detection and Characterization from Multiresolution Satellite SAR Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Asymmetric Collaborative Network: Transferable Lifelong Learning for Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
AN Approach Based on Contrastive Learning and Vector Quantization to the Unsupervised Land-Cover Segmentation of Multimodal Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Clutter Discrimination by Estimation of Direction of Arrival in Spaceborne Distributed Radar Sounders.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Spectral-Spatial Genetic Algorithm-Based Unsupervised Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
An Approach to the Generation and Analysis of Databases of Simulated Radar Sounder Data for Performance Prediction and Target Interpretation.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021
A Novel Approach to the Unsupervised Extraction of Reliable Training Samples From Thematic Products.
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
LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021
DiResNet: Direction-Aware Residual Network for Road Extraction in VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021
ARU-Net: Reduction of Atmospheric Phase Screen in SAR Interferometry Using Attention-Based Deep Residual U-Net.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Analysis of Temporal and Structural Characteristics of Jovian Radio Emissions for Passive Radar Sounding of Jupiter's Icy Moons.
IEEE Trans. Geosci. Remote. Sens., 2021
Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain.
IEEE Trans. Geosci. Remote. Sens., 2021
TimeSen2Crop: A Million Labeled Samples Dataset of Sentinel 2 Image Time Series for Crop-Type Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A Novel Approach Based on a Hierarchical Multiresolution Analysis of Optical Time Series to Reconstruct the Daily High-Resolution Snow Cover Area.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Extended convolutional capsule network with application on SAR automatic target recognition.
Signal Process., 2021
Prediction of Forest Aboveground Biomass Using Multitemporal Multispectral Remote Sensing Data.
Remote. Sens., 2021
Inter-Comparison of Methods for Chlorophyll-a Retrieval: Sentinel-2 Time-Series Analysis in Italian Lakes.
Remote. Sens., 2021
ClusterCNN: Clustering-Based Feature Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images.
IEEE Geosci. Remote. Sens. Lett., 2021
Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images.
CoRR, 2021
CoRR, 2021
CoRR, 2021
SCDNET: A novel convolutional network for semantic change detection in high resolution optical remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A Multisource Statistical Method to Downscale Snow Cover Fraction in Mountain Regions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
An Approach Based on Low Resolution Land-Cover-Maps and Domain Adaptation to Define Representative Training Sets at Large Scale.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A Disentangled Variational Autoencoder for Prediction of Above Ground Biomass from Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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
UWB MIMO Radars for Sounding and Imaging of Ice on the Earth and Other Celestial Bodies.
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
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
IEEE Trans. Geosci. Remote. Sens., 2020
Learning Discriminative Embedding for Hyperspectral Image Clustering Based on Set-to-Set and Sample-to-Sample Distances.
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
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 Coherent Method for Simulating Active and Passive Radar Sounding of the Jovian Icy Moons.
IEEE Trans. Geosci. Remote. Sens., 2020
Semantic Segmentation of Large-Size VHR Remote Sensing Images Using a Two-Stage Multiscale Training Architecture.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
A Progressive Content-Based Image Retrieval in JPEG 2000 Compressed Remote Sensing Archives.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Integrating Models and Remote Sensing Data for Distributed Glacier Mass Balance Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. 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
An Approach Based on Multiobjective Genetic Algorithms to Schedule Observations in Planetary Remote Sensing Missions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
A Novel Threshold Detection Technique for the Automatic Construction of Attribute Profiles in Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Errata to "Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
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
Salient Ship Detection via Background Prior and Foreground Constraint in Remote Sensing Images.
Remote. Sens., 2020
An Unsupervised Approach to Change Detection in Built-Up Areas by Multitemporal PolSAR Images.
IEEE Geosci. Remote. Sens. Lett., 2020
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images.
CoRR, 2020
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 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
An Automatic Planning and Scheduling Method Based on Multi-Objective Genetic Algorithms for Planetary Radar Sounder Observations.
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
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
ACM Trans. Sens. Networks, 2019
J. Supercomput., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
An Approach to the Simulation of Radar Sounder Radargrams Based on Geological Analogs.
IEEE Trans. Geosci. Remote. Sens., 2019
Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images.
IEEE Trans. Geosci. Remote. Sens., 2019
Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
A Novel Approach to the Unsupervised Update of Land-Cover Maps by Classification of Time Series of Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
A Growth-Model-Driven Technique for Tree Stem Diameter Estimation by Using Airborne LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2019
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery.
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
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
IEEE Trans. Geosci. Remote. Sens., 2019
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
The ASI Integrated Sounder-SAR System Operating in the UHF-VHF Bands: First Results of the 2018 Helicopter-Borne Morocco Desert Campaign.
Remote. Sens., 2019
Improving SWE Estimation by Fusion of Snow Models with Topographic and Remotely Sensed Data.
Remote. Sens., 2019
An Unsupervised Multicode Hashing Method for Accurate and Scalable Remote Sensing Image Retrieval.
IEEE Geosci. Remote. Sens. Lett., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
An Approach to Multiple Change Detection in VHR Optical Images Based on Iterative Clustering and Adaptive Thresholding.
IEEE Geosci. Remote. Sens. Lett., 2019
CoRR, 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
A Fast Method for Cloud Removal and Image Restoration on Time Series of Multispectral Images.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019
Analysis of Subsurface Hypotheses through Simulation of Rime Radargrams Based on Available Analogous Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 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
The ASI P-Band Helicopter-Borne Integrated Sounder-Sar System: Preliminary Results of The 2018 Morocco Desert Campaign.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Automatic Extraction of Weak Labeled Samples From Existing Thematic Products For Training Convolutional Neural Networks.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
A Weakly-Supervised Change Detection Technique for SAR Images Based on Deep Learning and Synthetic Training Data Generated by an Ensemble of Self-Organizing Maps.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
An Automatic Technique for Deciduous Trees Detection in High Density Lidar Data Based on Delaunay Triangulation.
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
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 Deep Architecture Based on a Two-Stage Learning for Semantic Segmentation of Large-Size Remote Sensing Images.
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
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the Advances in Database Technology, 2019
2018
A Theoretical Framework for Change Detection Based on a Compound Multiclass Statistical Model of the Difference Image.
IEEE Trans. Geosci. Remote. Sens., 2018
A Sensor-Driven Hierarchical Method for Domain Adaptation in Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
A Novel Approach to 3-D Change Detection in Multitemporal LiDAR Data Acquired in Forest Areas.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
A Deep Network Architecture for Super-Resolution-Aided Hyperspectral Image Classification With Classwise Loss.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
A Multisquint Framework for Change Detection in High-Resolution Multitemporal SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2018
Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method.
IEEE Trans. Geosci. Remote. Sens., 2018
Superpixel-Based Unsupervised Band Selection for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2018
Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
A Method for Automatic Three-Dimensional Reconstruction of Ice Sheets by Using Radar Sounder and Altimeter Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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
A Novel System for Content-Based Retrieval of Single and Multi-Label High-Dimensional Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Enhanced Spatially Constrained Remotely Sensed Imagery Classification Using a Fuzzy Local Double Neighborhood Information C-Means Clustering Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Sentinel-1 and Ground-Based Sensors for Continuous Monitoring of the Corvara Landslide (South Tyrol, Italy).
Remote. Sens., 2018
Integration of PSI, MAI, and Intensity-Based Sub-Pixel Offset Tracking Results for Landslide Monitoring with X-Band Corner Reflectors - Italian Alps (Corvara).
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
CoRR, 2018
A Fast and Robust Matching Framework for Multimodal Remote Sensing Image Registration.
CoRR, 2018
CoRR, 2018
A Multivariate Change Vector Analysis System for Unsupervised Detection of Clear-Cuts in Sentinel-2 Time Series of the Indonesian Forest.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
A Novel Method Based on Source Domain Understanding and Modeling to Transfer Labels from Land-Cover Vector Maps to Classifiers for Multispectral Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Fusion of Multitemporal LiDAR Data for Individual Tree Crown Parameter Estimation on Low Density Point Clouds.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
An Unsupervised Change Detection Method for Lidar Data in Forest Areas Based on Change Vector Analysis in the Polar Domain.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Extraction of Statistical Features for Improved Automatic Detection of Subglacial Lakes in Radar Sounder Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
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
Noise Character Constraints on Passive Radio Sounding of Jupiter's Icy Moons Using Jovian Decametric Radiation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Distributed Radar Sounder System: a Novel Approach to Across-Track Resolution Enhancement and Clutter Reduction.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Integration of Remote Sensing with A Hydroclimatological Model for an Improved Monitoring of Alpine Glaciers.
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
Piecewise Linear Approximation of Vector-Valued Images and Curves via Second-Order Variational Model.
IEEE Trans. Image Process., 2017
Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images.
IEEE Trans. Image Process., 2017
Robust Registration of Multimodal Remote Sensing Images Based on Structural Similarity.
IEEE Trans. Geosci. Remote. Sens., 2017
A Novel Automatic Method for the Fusion of ALS and TLS LiDAR Data for Robust Assessment of Tree Crown Structure.
IEEE Trans. Geosci. Remote. Sens., 2017
An Internal Crown Geometric Model for Conifer Species Classification With High-Density LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
An Interferometric Approach to Cross-Track Clutter Detection in Two-Channel VHF Radar Sounders.
IEEE Trans. Geosci. Remote. Sens., 2017
Automatic Enhancement and Detection of Layering in Radar Sounder Data Based on a Local Scale Hidden Markov Model and the Viterbi Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2017
A Spectral-Spatial Multicriteria Active Learning Technique for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. 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
Foreword to the Special Issue on Applied Earth Observation and Remote Sensing in India.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Discriminative Feature Metric Learning in the Affinity Propagation Model for Band Selection in Hyperspectral Images.
Remote. Sens., 2017
Neurocomputing, 2017
A novel system for content based retrieval of remote sensing images based on Bag of spectral values.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 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
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
A class-wise spatial-contextual approach based on a free discontinuity model for change detection in multispectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Primitive cluster sensitive hashing for scalable content-based image retrieval in remote sensing archives.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 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 automatic approach to the update of land-cover maps by unsupervised classification of remote sensing images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
A hierarchical approach to superresolution of multispectral images with different spatial resolutions.
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 novel semisupervised framework for multiple change detection in hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
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
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Kernel-Based Domain-Invariant Feature Selection in Hyperspectral Images for Transfer Learning.
IEEE Trans. Geosci. Remote. Sens., 2016
A Hierarchical Approach to Three-Dimensional Segmentation of LiDAR Data at Single-Tree Level in a Multilayered Forest.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2016
Histogram-Based Attribute Profiles for Classification of Very High Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
A Novel Hybrid Method for the Correction of the Theoretical Model Inversion in Bio/Geophysical Parameter Estimation.
IEEE Trans. Geosci. Remote. Sens., 2016
Spiking Neural Networks for Crop Yield Estimation Based on Spatiotemporal Analysis of Image Time Series.
IEEE Trans. Geosci. 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
Decorrelation-Separability-Based Affinity Propagation for Semisupervised Clustering of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Spatial-dictionary for collaborative representation classification of hyperspectral images.
Multim. Tools Appl., 2016
Edge-Based Registration-Noise Estimation in VHR Multitemporal and Multisensor Images.
IEEE Geosci. Remote. Sens. Lett., 2016
Region-Based Retrieval of Remote Sensing Images Using an Unsupervised Graph-Theoretic Approach.
IEEE Geosci. Remote. Sens. Lett., 2016
Content based hyperspectral image retrieval using bag of endmembers image descriptors.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
A novel content based hyperspectral image retrieval system based on bag of end members.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
A tiling procedure for second-order variational segmentation of large size remote sensing images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
A data-driven identification of growth-model classes for the adaptive estimation of single-tree stem diameter in LiDAR data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
A comparative study on Multiple Kernel Learning for remote sensing image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 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
Analysis of the potentiality of multi-temporal COSMO-SkyMed ® data for classifying summer crops.
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
Quad-tree based compressed histogram attribute profiles for classification of very high resolution images.
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
IEEE Trans. Geosci. Remote. Sens., 2015
A Three-Dimensional Model-Based Approach to the Estimation of the Tree Top Height by Fusing Low-Density LiDAR Data and Very High Resolution Optical Images.
IEEE Trans. Geosci. Remote. Sens., 2015
Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2015
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
IEEE Trans. Geosci. Remote. Sens., 2015
A System for the Automatic Classification of Ice Sheet Subsurface Targets in Radar Sounder Data.
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
Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens., 2015
A Novel Active Learning Method in Relevance Feedback for Content-Based Remote Sensing Image Retrieval.
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
Estimation of Soil Moisture in Mountain Areas Using SVR Technique Applied to Multiscale Active Radar Images at C-Band.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2015
A New Self-Training-Based Unsupervised Satellite Image Classification Technique Using Cluster Ensemble Strategy.
IEEE Geosci. Remote. Sens. Lett., 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Cosmo-SkyMed and RADARSAT2 image investigation for the monitoring of agricultural areas.
Proceedings of the SAR Image Analysis, 2015
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
A hierarchical approach to the segmentation of single dominant and dominated trees in forest areas by using high-density LiDAR data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
A precise estimation of the 3D structure of the forest based on the fusion of airborne and terrestrial lidar data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Integration of radar sounder and altimeter data for the 3D reconstruction of ice sheets.
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
Fast and accurate image classification with histogram based features and additive kernel SVM.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
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
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 International Conference on Distributed Computing in Sensor Systems, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
A Novel SOM-SVM-Based Active Learning Technique for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
Definition of Effective Training Sets for Supervised Classification of Remote Sensing Images by a Novel Cost-Sensitive Active Learning Method.
IEEE Trans. Geosci. Remote. Sens., 2014
Concurrent Self-Organizing Maps for Supervised/Unsupervised Change Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods.
IEEE Signal Process. Mag., 2014
A Novel Technique Based on the Combination of Labeled Co-Occurrence Matrix and Variogram for the Detection of Built-up Areas in High-Resolution SAR Images.
Remote. Sens., 2014
Pattern Recognit. Lett., 2014
Pattern Recognit., 2014
A Model-Based Technique for the Automatic Detection of Earth Continental Ice Subsurface Targets in Radar Sounder Data.
IEEE Geosci. Remote. Sens. Lett., 2014
An Effective Strategy to Reduce the Labeling Cost in the Definition of Training Sets by Active Learning.
IEEE Geosci. Remote. Sens. Lett., 2014
Biophysical parameters estimation from remotely sensed images by a multiple criteria active learning method.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 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
Relevant and invariant feature selection of hyperspectral images for domain generalization.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A sensor-driven domain adaptation method for the classification of remote sensing images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data.
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
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Kernel-based hashing for content-based image retrval in large remote sensing data archive.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A comparison of self-dual attribute profiles based on different filter rules for classification.
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
Integration of Gibbs Markov Random Field and Hopfield-Type Neural Networks for Unsupervised Change Detection in Remotely Sensed Multitemporal Images.
IEEE Trans. Image Process., 2013
IEEE Trans. Image Process., 2013
Incremental and Decremental Affinity Propagation for Semisupervised Clustering in Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2013
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms.
IEEE Trans. Geosci. Remote. Sens., 2013
A Novel Technique for the Automatic Detection of Surface Clutter Returns in Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens., 2013
Automatic Detection and Reconstruction of Building Radar Footprints From Single VHR SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Geosci. Remote. Sens., 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
A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2013
Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett., 2013
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
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
A novel technique for tree stem height estimation by fusing low density LiDAR data and optical images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
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
Automatic classification of subsurface features in radar sounder data acquired in icy areas.
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
An effective active learning method for interactive content-based retrieval in remote sensing images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification.
Proceedings of the ICPRAM 2013, 2013
2012
Active Learning for Domain Adaptation in the Supervised Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2012
Analysis of Radar Sounder Signals for the Automatic Detection and Characterization of Subsurface Features.
IEEE Trans. Geosci. Remote. Sens., 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
Multi-Objective Parameter Optimization in Support Vector Regression: General Formulation and Application to the Retrieval of Soil Moisture From Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Pattern Recognit. Lett., 2012
A Batch-Mode Active Learning Technique Based on Multiple Uncertainty for SVM Classifier.
IEEE Geosci. Remote. Sens. Lett., 2012
Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles.
IEEE J. Sel. Top. Signal Process., 2012
A semisupervised feature metric based band selection method for hyperspectral image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Unsupervised hierarchical spectral analysis for change detection in hyperspectral images.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
A genetic algorithm based cost-sensitive active learning technique for classification of remote sensing images.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012
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
Mapping spatial and temporal patterns of soil moisture with ASAR imagery in the Alps.
Proceedings of the SAR Image Analysis, 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
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A novel SOM-based active learning technique for classification of remote sensing images with SVM.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Integration of X-band SAR and optical thermal data for retrieving snowpack parameters in mountain areas.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A technique for the automatic estimation of ice thickness and bedrock properties from radar sounder data acquired at Antarctica.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A novel method for automatic clutter detection in radargrams acquired by orbiting radar sounders.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A cost-sensitive active learning technique for the definition of effective training sets for supervised classifiers.
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
A Fast Cluster-Assumption Based Active-Learning Technique for Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2011
Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2011
A System for the Estimation of Single-Tree Stem Diameter and Volume Using Multireturn LIDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2011
Introduction to the Special Section on the Fifth International Workshop on Multi-temporal Imagery Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
IEEE Geosci. Remote. Sens. Lett., 2011
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis.
IEEE Geosci. Remote. Sens. Lett., 2011
On the Relationship Between Double Bounce and the Orientation of Buildings in VHR SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2011
IEEE Geosci. Remote. Sens. Lett., 2011
IEEE J. Sel. Top. Signal Process., 2011
Tree species classification in the Southern Alps with very high geometrical resolution multispectral and hyperspectral data.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Comparison of L and C band polarimetric SAR data for the retrieval of soil moisture in the Alps.
Proceedings of the SAR Image Analysis, 2011
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011
Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011
A novel active learning strategy for domain adaptation in the classification of remote sensing images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Spatial and temporal mapping of soil moisture content with polarimetric RADARSAT 2 SAR imagery in the Alpine area.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
A novel hybrid approach to the estimation of biophysical parameters from remotely sensed data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
A general approach to the spatial simplification of remote sensing images based on morphological connected filters.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
A novel approach to the automatic detection of subsurface features in planetary radar sounder signals.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 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
IEEE Trans. Image Process., 2010
A Fuzzy-Statistics-Based Affinity Propagation Technique for Clustering in Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2010
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images.
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
Building Height Retrieval From VHR SAR Imagery Based on an Iterative Simulation and Matching Technique.
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
Pattern Recognit. Lett., 2010
Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy.
IEEE Trans. Pattern Anal. Mach. Intell., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
Int. J. Knowl. Eng. Soft Data Paradigms, 2010
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Analysis of polarimetric RADARSAT2 images for soil moisture retrieval in an alpine catchment.
Proceedings of the SAR Image Analysis, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
A registration-noise driven technique for the alignment of VHR remote sensing images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Recent trends in classification of remote sensing data: active and semisupervised machine learning paradigms.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
A conceptual framework for change detection in very high resolution remote sensing images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Change detection for earthquake damage assessment in built-up areas using very high resolution optical and SAR imagery.
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
A Novel Approach to the Selection of Spatially Invariant Features for the Classification of Hyperspectral Images With Improved Generalization Capability.
IEEE Trans. Geosci. Remote. Sens., 2009
A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples.
IEEE Trans. Geosci. Remote. Sens., 2009
Toward the Automatic Updating of Land-Cover Maps by a Domain-Adaptation SVM Classifier and a Circular Validation Strategy.
IEEE Trans. Geosci. Remote. Sens., 2009
Analysis and Adaptive Estimation of the Registration Noise Distribution in Multitemporal VHR Images.
IEEE Trans. Geosci. Remote. Sens., 2009
Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis.
IEEE Trans. Geosci. Remote. Sens., 2009
Analysis on the Use of Multiple Returns LiDAR Data for the Estimation of Tree Stems Volume.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2009
Distributed Geospatial Data Processing Functionality to Support Collaborative and Rapid Emergency Response.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2009
IEEE Geosci. Remote. Sens. Lett., 2009
A Novel Approach to the Selection of Spatially Invariant Features for Classification of Hyperspectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Fusion of Hyperspectral and Lidar Remote Sensing Data for the Estimation of Tree Stem Diameters.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 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
Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas.
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
Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
A Novel Approach to the Selection of Robust and Invariant Features for Classification of Hyperspectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Multispectral and SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Extraction of Building Heights from VHR SAR Imagery using an Iterative Simulation and Match Procedure.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 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 Support Vector Domain Description Approach to Supervised Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2007
A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2007
Introduction to the Special Section on Image Information Mining for Earth Observation Data.
IEEE Trans. Geosci. Remote. Sens., 2007
Semisupervised Classification of Hyperspectral Images by SVMs Optimized in the Primal.
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
Image thresholding based on the EM algorithm and the generalized Gaussian distribution.
Pattern Recognit., 2007
Proceedings of the Pattern Recognition and Machine Intelligence, 2007
Partially-supervised updating of land-cover maps: A P<sup>2</sup>S<sup>2</sup>VM technique and a circular validation strategy.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 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 multiscale expectation-maximization semisupervised classifier suitable for badly posed image classification.
IEEE Trans. Image Process., 2006
IEEE Trans. Geosci. Remote. Sens., 2006
IEEE Trans. Geosci. Remote. Sens., 2006
A Multilevel Context-Based System for Classification of Very High Spatial Resolution Images.
IEEE Trans. Geosci. Remote. Sens., 2006
Automatic Spectral Rule-Based Preliminary Mapping of Calibrated Landsat TM and ETM+ Images.
IEEE Trans. Geosci. Remote. Sens., 2006
Badly posed classification of remotely sensed images-an experimental comparison of existing data labeling systems.
IEEE Trans. Geosci. Remote. Sens., 2006
Pattern Recognit. Lett., 2006
Robust support vector regression for biophysical variable estimation from remotely sensed images.
IEEE Geosci. Remote. Sens. Lett., 2006
Automatic identification of the number and values of decision thresholds in the log-ratio image for change detection in SAR images.
IEEE Geosci. Remote. Sens. Lett., 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
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
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006
Proceedings of the 9th International Conference in Information Technology, 2006
2005
IEEE Trans. Geosci. Remote. Sens., 2005
Robust multiple estimator systems for the analysis of biophysical parameters from remotely sensed data.
IEEE Trans. Geosci. Remote. Sens., 2005
A detail-preserving scale-driven approach to change detection in multitemporal SAR images.
IEEE Trans. Geosci. Remote. Sens., 2005
An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images.
IEEE Trans. Geosci. Remote. Sens., 2005
Quality assessment of classification and cluster maps without ground truth knowledge.
IEEE Trans. Geosci. Remote. Sens., 2005
A context-sensitive Bayesian technique for the partially supervised classification of multitemporal images.
IEEE Geosci. Remote. Sens. Lett., 2005
IEEE Geosci. Remote. Sens. Lett., 2005
Unsupervised Classification of Remote Sensing Data Using Graph Cut-Based Initialization.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
A Context-Sensitive Technique Based on Support Vector Machines for Image Classification.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
A novel T<sup>2</sup>-SVM for partially supervised classification of multitemporal remote sensing images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 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
2004
IEEE Trans. Geosci. Remote. Sens., 2004
IEEE Trans. Geosci. Remote. Sens., 2004
Pattern Recognit. Lett., 2004
Estimation of biophysical parameters from optical remote-sensing images with high-order residues.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
A multilevel hierarchical approach to classification of high spatial resolution images with support vector machines.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
An approach to unsupervised change detection in multitemporal SAR images based on the Generalized Gaussian distribution.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
IEEE Trans. Geosci. Remote. Sens., 2003
An adaptive approach to reducing registration noise effects in unsupervised change detection.
IEEE Trans. Geosci. Remote. Sens., 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
A residual-based technique for the estimation of biophysical parameters from remote-sensing images.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images.
IEEE Trans. Image Process., 2002
A multiple-cascade-classifier system for a robust and partially unsupervised updating of land-cover maps.
IEEE Trans. Geosci. Remote. Sens., 2002
A partially unsupervised cascade classifier for the analysis of multitemporal remote-sensing images.
Pattern Recognit. Lett., 2002
Combining parametric and non-parametric algorithms for a partially unsupervised classification of multitemporal remote-sensing images.
Inf. Fusion, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
2001
IEEE Trans. Geosci. Remote. Sens., 2001
Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images.
IEEE Trans. Geosci. Remote. Sens., 2001
A Robust Multiple Classifier System for a Partially Unsupervised Updating of Land-Cover Maps.
Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001
2000
IEEE Trans. Geosci. Remote. Sens., 2000
An approach to feature selection and classification of remote sensing images based on the Bayes rule for minimum cost.
IEEE Trans. Geosci. Remote. Sens., 2000
Combination of neural and statistical algorithms for supervised classification of remote-sensing image.
Pattern Recognit. Lett., 2000
Combining Parametric and Nonparametric Classifiers for an Unsupervised Updating of Land-Cover Maps.
Proceedings of the Multiple Classifier Systems, First International Workshop, 2000
1999
A neural-statistical approach to multitemporal and multisource remote-sensing image classification.
IEEE Trans. Geosci. Remote. Sens., 1999
A technique for the selection of kernel-function parameters in RBF neural networks for classification of remote-sensing images.
IEEE Trans. Geosci. Remote. Sens., 1999
An incremental-learning neural network for the classification of remote-sensing images.
Pattern Recognit. Lett., 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Kybernetika, 1998
1997
An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images.
IEEE Trans. Geosci. Remote. Sens., 1997
Pattern Recognit. Lett., 1997
1996
An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images.
Pattern Recognit. Lett., 1996
Classification of multisensor remote-sensing images by multiple structured neural networks.
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of the 8th European Signal Processing Conference, 1996
1995
An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection.
IEEE Trans. Geosci. Remote. Sens., 1995
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995