Lorenzo Bruzzone

Lorenzo Bruzzone's AcademicInfluence.com Rankings

Lorenzo Bruzzone

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#2866

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#4762

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#819

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#1366

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Philosophy

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Lorenzo Bruzzone's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Classification of hyperspectral remote sensing images with support vector machines (2004) (3355)
Recent Advances in Techniques for Hyperspectral Image Processing (2009) (1471)
Kernel-based methods for hyperspectral image classification (2005) (1401)
Automatic analysis of the difference image for unsupervised change detection (2000) (1203)
ADJUST: An automatic EEG artifact detector based on the joint use of spatial and temporal features. (2011) (1004)
Morphological Attribute Profiles for the Analysis of Very High Resolution Images (2010) (689)
An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images (2005) (684)
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods (2013) (599)
A Novel Transductive SVM for Semisupervised Classification of Remote-Sensing Images (2006) (575)
Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy (2010) (560)
Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas (2008) (496)
Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis (2009) (489)
Earthquake Damage Assessment of Buildings Using VHR Optical and SAR Imagery (2010) (443)
A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in the Polar Domain (2007) (420)
An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images (2002) (417)
Image fusion techniques for remote sensing applications (2002) (410)
Kernel methods for remote sensing data analysis (2009) (408)
A detail-preserving scale-driven approach to change detection in multitemporal SAR images (2005) (388)
Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data (2012) (386)
A Multilevel Context-Based System for Classification of Very High Spatial Resolution Images (2006) (384)
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis (2011) (377)
Extended profiles with morphological attribute filters for the analysis of hyperspectral data (2010) (359)
A new search algorithm for feature selection in hyperspectral remote sensing images (2001) (344)
An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images (1997) (287)
Domain Adaptation for the Classification of Remote Sensing Data: An Overview of Recent Advances (2016) (287)
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery (2018) (281)
Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images (2011) (272)
A neural-statistical approach to multitemporal and multisource remote-sensing image classification (1999) (257)
A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images (2013) (245)
Image thresholding based on the EM algorithm and the generalized Gaussian distribution (2007) (241)
A Split-Based Approach to Unsupervised Change Detection in Large-Size Multitemporal Images: Application to Tsunami-Damage Assessment (2007) (238)
Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data (2010) (236)
Supervised change detection in VHR images using contextual information and support vector machines (2013) (234)
A Framework for Automatic and Unsupervised Detection of Multiple Changes in Multitemporal Images (2012) (230)
An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection (1995) (229)
Robust Registration of Multimodal Remote Sensing Images Based on Structural Similarity (2017) (226)
A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure (2008) (225)
Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images (2019) (220)
Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art (2018) (206)
Semisupervised Classification of Hyperspectral Images by SVMs Optimized in the Primal (2007) (188)
Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem☆ (2008) (188)
An advanced system for the automatic classification of multitemporal SAR images (2004) (184)
A Support Vector Domain Description Approach to Supervised Classification of Remote Sensing Images (2007) (174)
A technique for the selection of kernel-function parameters in RBF neural networks for classification of remote-sensing images (1999) (168)
Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images (2001) (161)
Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification (2015) (158)
A resting state network in the motor control circuit of the basal ganglia (2009) (154)
Robust support vector regression for biophysical variable estimation from remotely sensed images (2006) (152)
A Review of Change Detection in Multitemporal Hyperspectral Images: Current Techniques, Applications, and Challenges (2019) (146)
Lunar impact crater identification and age estimation with Chang’E data by deep and transfer learning (2020) (142)
Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach (2013) (141)
Combination of neural and statistical algorithms for supervised classification of remote-sensing image (2000) (137)
A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks (2007) (136)
Building Height Retrieval From VHR SAR Imagery Based on an Iterative Simulation and Matching Technique (2010) (134)
A Novel Approach to the Selection of Spatially Invariant Features for the Classification of Hyperspectral Images With Improved Generalization Capability (2009) (134)
The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas. (2007) (133)
A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples (2009) (132)
Building Change Detection in Multitemporal Very High Resolution SAR Images (2015) (132)
Automatic Spectral Rule-Based Preliminary Mapping of Calibrated Landsat TM and ETM+ Images (2006) (131)
Active and Semisupervised Learning for the Classification of Remote Sensing Images (2014) (129)
Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images (2015) (129)
Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method (2018) (127)
A Composite Semisupervised SVM for Classification of Hyperspectral Images (2009) (125)
Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles (2012) (125)
A Novel Technique for Subpixel Image Classification Based on Support Vector Machine (2010) (123)
Fast and Robust Matching for Multimodal Remote Sensing Image Registration (2018) (122)
A Novel Active Learning Method in Relevance Feedback for Content-Based Remote Sensing Image Retrieval (2015) (122)
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms (2013) (120)
A multiple-cascade-classifier system for a robust and partially unsupervised updating of land-cover maps (2002) (119)
An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images (2008) (118)
The Time Variable in Data Fusion: A Change Detection Perspective (2015) (116)
Hashing-Based Scalable Remote Sensing Image Search and Retrieval in Large Archives (2016) (116)
Mean Map Kernel Methods for Semisupervised Cloud Classification (2010) (115)
Detection of land-cover transitions by combining multidate classifiers (2004) (113)
Analysis of the Effects of Pansharpening in Change Detection on VHR Images (2010) (111)
A technique for feature selection in multiclass problems (2000) (111)
An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images (1996) (109)
Toward the Automatic Updating of Land-Cover Maps by a Domain-Adaptation SVM Classifier and a Circular Validation Strategy (2009) (109)
Active Learning for Domain Adaptation in the Supervised Classification of Remote Sensing Images (2012) (107)
Automatic Generation of Standard Deviation Attribute Profiles for Spectral–Spatial Classification of Remote Sensing Data (2013) (105)
A Context-Sensitive Technique Robust to Registration Noise for Change Detection in VHR Multispectral Images (2010) (105)
Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images (2015) (104)
A support vector domain method for change detection in multitemporal images (2010) (102)
Estimating Soil Moisture With the Support Vector Regression Technique (2011) (96)
Kernel-Based Domain-Invariant Feature Selection in Hyperspectral Images for Transfer Learning (2016) (95)
Two-Stream Deep Architecture for Hyperspectral Image Classification (2018) (93)
Change Detection in VHR Images Based on Morphological Attribute Profiles (2013) (93)
An adaptive parcel-based technique for unsupervised change detection (2000) (91)
Robust multiple estimator systems for the analysis of biophysical parameters from remotely sensed data (2005) (90)
A Fast Cluster-Assumption Based Active-Learning Technique for Classification of Remote Sensing Images (2011) (90)
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images (2010) (89)
Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images (2017) (89)
Quality assessment of classification and cluster maps without ground truth knowledge (2005) (89)
Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification (2012) (89)
Support vector machines for classification of hyperspectral remote-sensing images (2002) (88)
A Model-Based Approach to Multiresolution Fusion in Remotely Sensed Images (2006) (85)
Attention-Based Adaptive Spectral–Spatial Kernel ResNet for Hyperspectral Image Classification (2020) (85)
Classification of imbalanced remote-sensing data by neural networks (1997) (84)
SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images (2020) (84)
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images (2016) (83)
LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images (2021) (82)
An adaptive approach to reducing registration noise effects in unsupervised change detection (2003) (81)
Unsupervised retraining of a maximum-likelihood classifier for the analysis of multitemporal remote sensing images (1999) (79)
Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles (2015) (79)
Hyperspectral Band Selection Based on Rough Set (2015) (78)
Automatic identification of the number and values of decision thresholds in the log-ratio image for change detection in SAR images (2006) (77)
Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding (2020) (77)
Combining parametric and non-parametric algorithms for a partially unsupervised classification of multitemporal remote-sensing images (2002) (76)
Rayleigh-Rice Mixture Parameter Estimation via EM Algorithm for Change Detection in Multispectral Images (2015) (76)
Infrared Small Target Detection Based on Facet Kernel and Random Walker (2019) (76)
Automatic Detection and Reconstruction of Building Radar Footprints From Single VHR SAR Images (2013) (74)
A Hierarchical Approach to Change Detection in Very High Resolution SAR Images for Surveillance Applications (2013) (74)
A Fuzzy-Statistics-Based Affinity Propagation Technique for Clustering in Multispectral Images (2010) (74)
Multi-Scale Context Aggregation for Semantic Segmentation of Remote Sensing Images (2020) (73)
A System for the Estimation of Single-Tree Stem Diameter and Volume Using Multireturn LIDAR Data (2011) (72)
RIME: Radar for Icy Moon Exploration (2013) (72)
Integration of Gibbs Markov Random Field and Hopfield-Type Neural Networks for Unsupervised Change Detection in Remotely Sensed Multitemporal Images (2013) (72)
Image and Signal Processing for Remote Sensing XXIII (2007) (70)
A Novel Technique Based on Deep Learning and a Synthetic Target Database for Classification of Urban Areas in PolSAR Data (2018) (67)
Spiking Neural Networks for Crop Yield Estimation Based on Spatiotemporal Analysis of Image Time Series (2016) (66)
A minimum-cost thresholding technique for unsupervised change detection (2000) (66)
Classification of hyperspectral data using extended attribute profiles based on supervised and unsupervised feature extraction techniques (2012) (66)
EEG decoding of semantic category reveals distributed representations for single concepts (2011) (66)
On the Relationship Between Double Bounce and the Orientation of Buildings in VHR SAR Images (2011) (64)
A multiple criteria active learning method for support vector regression (2014) (63)
An incremental-learning neural network for the classification of remote-sensing images (1999) (63)
On the role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas (2007) (62)
A semilabeled-sample-driven bagging technique for ill-posed classification problems (2005) (61)
Region-Based Retrieval of Remote Sensing Images Using an Unsupervised Graph-Theoretic Approach (2016) (61)
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection (2017) (60)
A Hierarchical Approach to Three-Dimensional Segmentation of LiDAR Data at Single-Tree Level in a Multilayered Forest (2016) (60)
A Novel SOM-SVM-Based Active Learning Technique for Remote Sensing Image Classification (2014) (59)
Detection of changes in remotely-sensed images by the selective use of multi-spectral information (1997) (59)
A local phase based invariant feature for remote sensing image matching (2018) (59)
Analysis and Adaptive Estimation of the Registration Noise Distribution in Multitemporal VHR Images (2009) (58)
Automated Estimation of Link Quality for LoRa: A Remote Sensing Approach (2019) (58)
A New Self-Training-Based Unsupervised Satellite Image Classification Technique Using Cluster Ensemble Strategy (2015) (57)
Direct observations of asteroid interior and regolith structure: Science measurement requirements (2017) (57)
Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data (2021) (56)
A Batch-Mode Active Learning Technique Based on Multiple Uncertainty for SVM Classifier (2012) (56)
Subsurface Radar Sounding of the Jovian Moon Ganymede (2011) (55)
Semantic Segmentation of Large-Size VHR Remote Sensing Images Using a Two-Stage Multiscale Training Architecture (2020) (55)
A cluster-assumption based batch mode active learning technique (2012) (52)
A partially unsupervised cascade classifier for the analysis of multitemporal remote-sensing images (2002) (51)
A Review of Modern Approaches to Classification of Remote Sensing Data (2014) (51)
A Novel Domain Adaptation Bayesian Classifier for Updating Land-Cover Maps With Class Differences in Source and Target Domains (2012) (51)
A Deep Network Architecture for Super-Resolution-Aided Hyperspectral Image Classification With Classwise Loss (2018) (50)
Distributed Geospatial Data Processing Functionality to Support Collaborative and Rapid Emergency Response (2009) (49)
Mapping and modeling forest tree volume using forest inventory and airborne laser scanning (2011) (49)
Set-to-Set Distance-Based Spectral–Spatial Classification of Hyperspectral Images (2016) (49)
Estimation of Soil Moisture in Mountain Areas Using SVR Technique Applied to Multiscale Active Radar Images at C-Band (2015) (49)
Retrieval of Leaf Area Index in mountain grasslands in the Alps from MODIS satellite imagery (2015) (48)
Definition of Effective Training Sets for Supervised Classification of Remote Sensing Images by a Novel Cost-Sensitive Active Learning Method (2014) (48)
Polarimetric RADARSAT-2 imagery for soil moisture retrieval in alpine areas (2011) (48)
Self-dual Attribute Profiles for the Analysis of Remote Sensing Images (2011) (47)
Automatic Pleural Line Extraction and COVID-19 Scoring From Lung Ultrasound Data (2020) (47)
A Novel Change Detection Method for Multitemporal Hyperspectral Images Based on Binary Hyperspectral Change Vectors (2019) (46)
Multidimensional Probability Density Function Matching for Preprocessing of Multitemporal Remote Sensing Images (2008) (46)
A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification (2014) (45)
A Novel Automatic Method for the Fusion of ALS and TLS LiDAR Data for Robust Assessment of Tree Crown Structure (2017) (45)
Water Quality Retrieval from PRISMA Hyperspectral Images: First Experience in a Turbid Lake and Comparison with Sentinel-2 (2020) (45)
A Novel System for Content-Based Retrieval of Single and Multi-Label High-Dimensional Remote Sensing Images (2018) (44)
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 (2015) (44)
Physics-based Bathymetry and Water Quality Retrieval Using PlanetScope Imagery: Impacts of 2020 COVID-19 Lockdown and 2019 Extreme Flood in the Venice Lagoon (2020) (44)
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments (2012) (42)
A Context-Sensitive Technique Based on Support Vector Machines for Image Classification (2005) (41)
Semisupervised Change Detection Using Graph Convolutional Network (2021) (41)
An Approach for Unsupervised Change Detection in Multitemporal VHR Images Acquired by Different Multispectral Sensors (2018) (41)
ICA and kernel ICA for change detection in multispectral remote sensing images (2009) (41)
An approach to feature selection and classification of remote sensing images based on the Bayes rule for minimum cost (2000) (40)
Estimation of Soil Moisture in an Alpine Catchment with RADARSAT2 Images (2011) (40)
A Spectral-Spatial Multicriteria Active Learning Technique for Hyperspectral Image Classification (2017) (40)
An Adaptive Semi-Parametric and Context-Based Approach to Unsupervised Change Detection in Multitemporal Remote-Sensing Images (2002) (40)
Classification of Time Series of Multispectral Images With Limited Training Data (2013) (39)
Incremental and Decremental Affinity Propagation for Semisupervised Clustering in Multispectral Images (2013) (38)
Natural radio emission of Jupiter as interferences for radar investigations of the icy satellites of Jupiter (2011) (38)
Spatio-contextual fuzzy clustering with Markov random field model for change detection in remotely sensed images (2014) (38)
A Theoretical Framework for Change Detection Based on a Compound Multiclass Statistical Model of the Difference Image (2018) (37)
A genetic expectation-maximization method for unsupervised change detection in multitemporal SAR imagery (2009) (36)
Superpixel-Based Unsupervised Band Selection for Classification of Hyperspectral Images (2018) (36)
A Novel Graph-Matching-Based Approach for Domain Adaptation in Classification of Remote Sensing Image Pair (2015) (36)
Advanced processing of hyperspectral images (2006) (36)
Semisupervised Kernel Feature Extraction for Remote Sensing Image Analysis (2014) (35)
Novel Spectra-Derived Features for Empirical Retrieval of Water Quality Parameters: Demonstrations for OLI, MSI, and OLCI Sensors (2019) (35)
Jupiter ICY moon explorer (JUICE): Advances in the design of the radar for Icy Moons (RIME) (2015) (35)
An ensemble-driven k-NN approach to ill-posed classification problems (2006) (35)
Concurrent Self-Organizing Maps for Supervised/Unsupervised Change Detection in Remote Sensing Images (2014) (35)
Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images (2020) (34)
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images (2015) (34)
Analysis on the Use of Multiple Returns LiDAR Data for the Estimation of Tree Stems Volume (2009) (34)
Radar Imaging Simulation for Urban Structures (2011) (33)
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification (2021) (33)
Assessing the potential for passive radio sounding of Europa and Ganymede with RIME and REASON (2016) (33)
Multiple Kernel Learning for Remote Sensing Image Classification (2018) (33)
A Context-Sensitive Clustering Technique Based on Graph-Cut Initialization and Expectation-Maximization Algorithm (2008) (33)
SMART-SDB: Sample-specific multiple band ratio technique for satellite-derived bathymetry (2020) (32)
Automatic Extraction and Analysis of Ice Layering in Radar Sounder Data (2013) (32)
A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification (2013) (32)
Classification of Hyperspectral Data by (2007) (32)
A System for the Automatic Classification of Ice Sheet Subsurface Targets in Radar Sounder Data (2015) (31)
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images (2021) (31)
A Coherent Multilayer Simulator of Radargrams Acquired by Radar Sounder Instruments (2018) (31)
Analysis of Radar Sounder Signals for the Automatic Detection and Characterization of Subsurface Features (2012) (31)
Histogram based attribute profiles for classification of very high resolution remote sensing images (2016) (31)
Transductive SVMs for semisupervised classification of hyperspectral data (2005) (30)
An Automatic System for the Analysis and Classification of Human Atrial Fibrillation Patterns from Intracardiac Electrograms (2008) (30)
Multi-Objective Parameter Optimization in Support Vector Regression: General Formulation and Application to the Retrieval of Soil Moisture From Remote Sensing Data (2012) (30)
Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images (2021) (29)
A Novel Context-Sensitive SVM for Classification of Remote Sensing Images (2006) (29)
Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation (2019) (29)
Change detection for earthquake damage assessment in built-up areas using very high resolution optical and SAR imagery (2010) (28)
Automatic Enhancement and Detection of Layering in Radar Sounder Data Based on a Local Scale Hidden Markov Model and the Viterbi Algorithm (2017) (27)
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion (2019) (27)
Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification (2018) (27)
Radar probing of Jovian icy moons: Understanding subsurface water and structure detectability in the JUICE and Europa missions (2017) (27)
An Internal Crown Geometric Model for Conifer Species Classification With High-Density LiDAR Data (2017) (27)
Change Detection in Image Time-Series Using Unsupervised LSTM (2020) (27)
Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques (2010) (27)
Self-Supervised Change Detection in Multiview Remote Sensing Images (2021) (26)
Semisupervised Support Vector Machines for Classification of Hyperspectral Remote Sensing Images (2006) (26)
Change Detection in Multitemporal Hyperspectral Images (2016) (26)
Can multiresolution fusion techniques improve classification accuracy? (2006) (25)
Introduction to the Issue on Advances in Remote Sensing Image Processing (2011) (25)
A Novel Approach to the Unsupervised Update of Land-Cover Maps by Classification of Time Series of Multispectral Images (2019) (25)
A context-sensitive Bayesian technique for the partially supervised classification of multitemporal images (2005) (25)
A novel classification technique based on progressive transductive SVM learning (2014) (25)
A Novel Approach to 3-D Change Detection in Multitemporal LiDAR Data Acquired in Forest Areas (2018) (24)
Active learning for classification of remote sensing images (2009) (24)
Automatic selection of frequency and time intervals for classification of EEG signals (2007) (24)
Improving Semantic Segmentation of Aerial Images Using Patch-based Attention (2019) (24)
Neuro-fuzzy-combiner: an effective multiple classifier system (2010) (24)
Image and Signal Processing for Remote Sensing XI (2004) (24)
An Adaptive Technique based on Similarity Measures for Change Detection in Very High Resolution SAR Images (2008) (24)
Structured neural networks for signal classification (1998) (24)
The Evolution of the Morphological Profile: from Panchromatic to Hyperspectral Images (2011) (24)
Histogram-Based Attribute Profiles for Classification of Very High Resolution Remote Sensing Images (2015) (23)
Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees (2011) (23)
A novel active learning strategy for domain adaptation in the classification of remote sensing images (2011) (23)
Analysis of the reliability of the double bounce scattering mechanism for detecting buildings in VHR SAR images (2009) (23)
A multiscale expectation-maximization semisupervised classifier suitable for badly posed image classification (2006) (23)
A novel change detection framework based on deep learning for the analysis of multi-temporal polarimetric SAR images (2017) (23)
Integration of PSI, MAI, and Intensity-Based Sub-Pixel Offset Tracking Results for Landslide Monitoring with X-Band Corner Reflectors - Italian Alps (Corvara) (2018) (23)
Unsupervised change detection in multisource and multisensor remote sensing images (2000) (23)
Discriminative Feature Metric Learning in the Affinity Propagation Model for Band Selection in Hyperspectral Images (2017) (22)
A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data (2019) (22)
Φ-Net: Deep Residual Learning for InSAR Parameters Estimation (2021) (22)
Destroyed-buildings detection from VHR SAR images using deep features (2018) (22)
Soil moisture monitoring in mountain areas by using high‐resolution SAR images: results from a feasibility study (2014) (21)
Recent Developments from Attribute Profiles for Remote Sensing Image Classification (2018) (21)
An Effective Strategy to Reduce the Labeling Cost in the Definition of Training Sets by Active Learning (2014) (21)
Deep feature representation for hyperspectral image classification (2015) (21)
Morphological attribute filters for the analysis of very high resolution remote sensing images (2009) (21)
DiResNet: Direction-Aware Residual Network for Road Extraction in VHR Remote Sensing Images (2020) (21)
Sentinel-1 and Ground-Based Sensors for Continuous Monitoring of the Corvara Landslide (South Tyrol, Italy) (2018) (21)
Recent trends in classification of remote sensing data: active and semisupervised machine learning paradigms (2010) (20)
Classification of hyperspectral images with support vector machines: multiclass strategies (2004) (20)
Extraction of Building Heights from VHR SAR Imagery using an Iterative Simulation and Match Procedure (2008) (20)
Modeling structural information for building extraction with morphological attribute filters (2009) (20)
A Novel Sharpening Approach for Superresolving Multiresolution Optical Images (2019) (20)
A wavelet-based change-detection technique for multitemporal SAR images (2005) (20)
Class-wise dictionary learning for hyperspectral image classification (2017) (20)
Introduction to the Special Section on Image Information Mining for Earth Observation Data (2007) (19)
Building detection and radar footprint reconstruction from single VHR SAR images (2010) (19)
Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification (2018) (19)
Hyperspectral Band Selection for Lithologic Discrimination and Geological Mapping (2020) (19)
Solving for ambiguities in radar geophysical exploration of planetary bodies by mimicking bats echolocation (2017) (18)
Image and Signal Processing for Remote Sensing IX: 9-12 September 2003, Barcelona, Spain (2004) (18)
ICA analysis of fMRI with real-time constraints: an evaluation of fast detection performance as function of algorithms, parameters and a priori conditions (2013) (18)
Distributed Radar Sounder: A Novel Concept for Subsurface Investigations Using Sensors in Formation Flight (2019) (18)
A technique for the automatic estimation of ice thickness and bedrock properties from radar sounder data acquired at Antarctica (2012) (18)
EnVision: understanding why our most Earth-like neighbour is so different (2017) (18)
Prediction of Forest Aboveground Biomass Using Multitemporal Multispectral Remote Sensing Data (2021) (18)
Unsupervised hierarchical spectral analysis for change detection in hyperspectral images (2012) (18)
Extended convolutional capsule network with application on SAR automatic target recognition (2021) (17)
MP-ResNet: Multipath Residual Network for the Semantic Segmentation of High-Resolution PolSAR Images (2020) (17)
Self-Supervised SAR-Optical Data Fusion of Sentinel-1/-2 Images (2022) (17)
An Interferometric Approach to Cross-Track Clutter Detection in Two-Channel VHF Radar Sounders (2017) (17)
A multi-frequency radar sounder for lava tubes detection on the Moon: Design, performance assessment and simulations (2018) (17)
A Novel Technique for the Automatic Detection of Surface Clutter Returns in Radar Sounder Data (2013) (17)
An Approach to Fine Coregistration Between Very High Resolution Multispectral Images Based on Registration Noise Distribution (2015) (17)
Recognition and Detection of Impact Craters from EO Products (2004) (17)
An Automatic Method for Subglacial Lake Detection in Ice Sheet Radar Sounder Data (2019) (16)
A fuzzy-input fuzzy-output SVM technique for classification of hyperspectral remote sensing images (2006) (16)
Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel (2008) (16)
SCDNET: A novel convolutional network for semantic change detection in high resolution optical remote sensing imagery (2021) (16)
Badly posed classification of remotely sensed images-an experimental comparison of existing data labeling systems (2006) (16)
Segmentation-Based Fine Registration of Very High Resolution Multitemporal Images (2017) (16)
Analysis of multitemporal Sentinel-2 images in the framework of the ESA Scientific Exploitation of Operational Missions (2017) (16)
Spatio-temporal evolution of crop fields in Sentinel-2 Satellite Image Time Series (2017) (16)
An Unsupervised Multicode Hashing Method for Accurate and Scalable Remote Sensing Image Retrieval (2019) (16)
A Multiscale Technique for Reducing Registration Noise in Change Detection on Multitemporal VHR images (2007) (15)
Automatic classification of brain resting states using fMRI temporal signals (2009) (15)
Analysis Of Multi-Temporal Remote Sensing Images: Proceedings Of The Second International Workshop on the Joint Research Centre Ispra, Italy 16-18 July 2003 (2004) (15)
Tree species classification in the Southern Alps with very high geometrical resolution multispectral and hyperspectral data (2011) (15)
Fusion of hyperspectral and lidar remote sensing data for the estimation of tree stem diameters (2009) (15)
Supervised training technique for radial basis function neural networks (1998) (15)
A Multisquint Framework for Change Detection in High-Resolution Multitemporal SAR Images (2018) (15)
Analysis of the double bounce scattering mechanism of buildings in VHR SAR data (2008) (15)
Inter-Comparison of Methods for Chlorophyll-a Retrieval: Sentinel-2 Time-Series Analysis in Italian Lakes (2021) (15)
Envision Mission to Venus: Subsurface Radar Sounding (2020) (15)
Full-Level Domain Adaptation for Building Extraction in Very-High-Resolution Optical Remote-Sensing Images (2021) (15)
A Bayesian approach to automatic change detection (1999) (15)
Foreword to the Special Issue on Analysis of Multitemporal Remote Sensing Images (2003) (15)
A multilevel hierarchical approach to classification of high spatial resolution images with support vector machines (2004) (15)
Edge-Based Registration-Noise Estimation in VHR Multitemporal and Multisensor Images (2016) (14)
An Adaptive Semisupervised Approach to the Detection of User-Defined Recurrent Changes in Image Time Series (2015) (14)
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Multispectral and SAR Images (2008) (14)
The Use of a priori Information in ICA-Based Techniques for Real-Time fMRI: An Evaluation of Static/Dynamic and Spatial/Temporal Characteristics (2013) (14)
A Method for the Analysis of Small Crop Fields in Sentinel-2 Dense Time Series (2020) (14)
A comparison of self-dual attribute profiles based on different filter rules for classification (2014) (14)
An advanced technique for building detection in VHR SAR images (2009) (14)
An adaptive thresholding approach to multiple-change detection in multispectral images (2011) (14)
Enhanced Spatially Constrained Remotely Sensed Imagery Classification Using a Fuzzy Local Double Neighborhood Information C-Means Clustering Algorithm (2018) (14)
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images (2021) (14)
Proceedings of the first International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Multitemp 2001, University of Trento, Italy, 13-14 September 2001 (2002) (13)
Threshold-Free Attribute Profile for Classification of Hyperspectral Images (2019) (13)
A Semi-Supervised Crop-Type Classification Based on Sentinel-2 NDVI Satellite Image Time Series And Phenological Parameters (2019) (13)
Unsupervised change-detection based on convolutional-autoencoder feature extraction (2019) (13)
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images (2021) (13)
Learning Discriminative Embedding for Hyperspectral Image Clustering Based on Set-to-Set and Sample-to-Sample Distances (2020) (13)
A system for monitoring NO 2 emissions from biomass burning by using GOME and ATSR-2 data (2003) (13)
Radar Signal Penetration and Horizons Detection on Europa Through Numerical Simulations (2017) (13)
An Approach to Multiple Change Detection in VHR Optical Images Based on Iterative Clustering and Adaptive Thresholding (2019) (12)
Combining Parametric and Nonparametric Classifiers for an Unsupervised Updating of Land-Cover Maps (2000) (12)
Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features (2018) (12)
An ICA based approach to hyperspectral image feature reduction (2014) (12)
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images (2022) (12)
A conceptual framework for change detection in very high resolution remote sensing images (2010) (12)
An adaptive multiscale approach to unsupervised change detection in multitemporal SAR images (2005) (12)
Change detection in very high resolution multisensor optical images (2014) (12)
A Novel Theoretical Framework for Unsupervised Change Detection Based on CVA in Polar Domain (2006) (12)
A generalized statistical model for binary change detection in multispectral images (2016) (12)
Introduction to the special issue on analysis of multitemporal remote sensing data (2013) (12)
A Coherent Method for Simulating Active and Passive Radar Sounding of the Jovian Icy Moons (2020) (11)
A Robust Multiple Classifier System for a Partially Unsupervised Updating of Land-Cover Maps (2001) (11)
A Novel Approach to the Unsupervised Extraction of Reliable Training Samples From Thematic Products (2021) (11)
A Progressive Content-Based Image Retrieval in JPEG 2000 Compressed Remote Sensing Archives (2020) (11)
Jupiter Icy Moons Explorer (JUICE): Science Objectives, Mission and Instruments (abstract) (2014) (11)
Domain adaptation based on deep denoising auto-encoders for classification of remote sensing images (2016) (11)
Remote Sensing Image Classification: A Neuro-fuzzy MCS Approach (2006) (11)
Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions (2015) (11)
A Novel Approach to the Selection of Robust and Invariant Features for Classification of Hyperspectral Images (2008) (11)
Generation of Homogeneous VHR Time Series by Nonparametric Regression of Multisensor Bitemporal Images (2019) (11)
A novel approach to building change detection in very high resolution SAR images (2012) (11)
An approach to unsupervised change detection in multitemporal SAR images based on the Generalized Gaussian distribution (2004) (11)
The ASI Integrated Sounder-SAR System Operating in the UHF-VHF Bands: First Results of the 2018 Helicopter-Borne Morocco Desert Campaign (2019) (11)
Estimating Low-Power Radio Signal Attenuation in Forests: A LiDAR-Based Approach (2015) (10)
Automatic Derivation of Cropland Phenological Parameters by Adaptive Non-Parametric Regression of Sentinel-2 Ndvi Time Series (2018) (10)
Improving SWE Estimation by Fusion of Snow Models with Topographic and Remotely Sensed Data (2019) (10)
An unsupervised change detection technique based on Bayesian initialization and semisupervised SVM (2007) (10)
A Novel Data Fusion Technique for Snow Cover Retrieval (2019) (10)
A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images (2014) (10)
A novel system for content based retrieval of multi-label remote sensing images (2017) (10)
TimeSen2Crop: A Million Labeled Samples Dataset of Sentinel 2 Image Time Series for Crop-Type Classification (2021) (10)
A hierarchical approach to superresolution of multispectral images with different spatial resolutions (2017) (10)
Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps (2020) (10)
From Copernicus Big Data to Extreme Earth Analytics (2019) (10)
A cost-sensitive active learning technique for the definition of effective training sets for supervised classifiers (2012) (10)
A novel framework for change detection in bi-temporal polarimetric SAR images (2016) (10)
Analysis of Multitemporal Remote-Sensing Images for Change Detection: Bayesian Thresholding Approaches (2002) (10)
Target-driven change detection based on data transformation and similarity measures (2012) (10)
An automatic approach to map refreezing ice in radar sounder data (2019) (10)
Fusion of spectral and spatial information by a novel SVM classification technique (2007) (10)
A novel hierarchical approach to change detection with very high resolution SAR images for surveillance applications (2012) (10)
Kernel-based hashing for content-based image retrval in large remote sensing data archive (2014) (9)
Multitemporal Analysis of Remotely Sensed Image Data (2018) (9)
Clutter detection using two-channel radar sounder data (2015) (9)
A Nonconvex Framework for Sparse Unmixing Incorporating the Group Structure of the Spectral Library (2022) (9)
A comparative study on Multiple Kernel Learning for remote sensing image classification (2016) (9)
Content based hyperspectral image retrieval using bag of endmembers image descriptors (2016) (9)
Regularized methods for hyperspectral image classification (2004) (9)
An MRF approach to unsupervised change detection (1999) (9)
Spreading vs. Rifting as modes of extensional tectonics on the globally expanded Ganymede (2017) (9)
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 (2014) (9)
A nearly lossless 2d representation and characterization of change information in multispectral images (2010) (9)
Change Detection in Multitemporal Images Through Single- and Multi-scale Approaches (2018) (9)
Self-supervised Remote Sensing Images Change Detection at Pixel-level (2021) (9)
Spectral-Spatial Genetic Algorithm-Based Unsupervised Band Selection for Hyperspectral Image Classification (2021) (9)
Distinguishing Concept Categories from Single-Trial Electrophysiological Activity (2008) (9)
Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain (2020) (9)
Approaches Based on Support Vector Machine to Classification of Remote Sensing Data (2010) (9)
ClusterCNN: Clustering-Based Feature Learning for Hyperspectral Image Classification (2021) (9)
A Special Issue on Big Data from Space for Geoscience and Remote Sensing [From the Guest Editors] (2016) (8)
Active learning methods in classification of remote sensing images (2012) (8)
A Model-Based Technique for the Automatic Detection of Earth Continental Ice Subsurface Targets in Radar Sounder Data (2014) (8)
Classification of multisensor remote-sensing images by multiple structured neural networks (1996) (8)
Neuro-Fuzzy Fusion: A New Approach to Multiple Classifier System (2006) (8)
A Novel Technique for Sub-pixel Image Classification Based on Support Vector Machine (2010) (8)
A Novel Framework Based on Polarimetric Change Vectors for Unsupervised Multiclass Change Detection in Dual-Pol Intensity SAR Images (2020) (8)
Adaptive estimation of the registration-noise distribution for accurate unsupervised change detection (2001) (8)
Relevant and invariant feature selection of hyperspectral images for domain generalization (2014) (8)
Labeled co-occurrence matrix for the detection of built-up areas in high-resolution SAR images (2013) (8)
A Multiscale Change Detection Technique Robust to Registration Noise (2007) (8)
Pattern Recognition in Remote Sensing (2010) (8)
GeoFedBench: A Benchmark for Federated GeoSPARQL Query Processors (2020) (8)
A novel approach to the automatic detection of subsurface features in planetary radar sounder signals (2011) (8)
Decorrelation–Separability-Based Affinity Propagation for Semisupervised Clustering of Hyperspectral Images (2016) (7)
Estimation of building heights from detected dual-aspect VHR SAR imagery using an iterative simulation and matching procedure in combination with functional analysis (2009) (7)
An unsupervised change detection technique robust to registration noise (2002) (7)
Self-Supervised Change Detection by Fusing SAR and Optical Multi-Temporal Images (2021) (7)
Fusion of high and very high density LiDAR data for 3D forest change detection (2016) (7)
RBF neural network approach for detecting land-cover transitions (2002) (7)
Primitive cluster sensitive hashing for scalable content-based image retrieval in remote sensing archives (2017) (7)
Lunar impact craters identification and age estimation with Chang'E data by deep and transfer learning (2019) (7)
An Approach to the Generation and Analysis of Databases of Simulated Radar Sounder Data for Performance Prediction and Target Interpretation (2021) (7)
Semisupervised nonlinear feature extraction for image classification (2012) (7)
An Approach to the Simulation of Radar Sounder Radargrams Based on Geological Analogs (2019) (7)
A rough set based band selection technique for the analysis of hyperspectral images (2015) (7)
Classiﬁcation of Hyperspectral Remote Sensing Images With Support Vector Machines (7)
ARU-Net: Reduction of Atmospheric Phase Screen in SAR Interferometry Using Attention-Based Deep Residual U-Net (2021) (7)
Supervised change detection in VHR images: A comparative analysis (2009) (7)
Fusion of multi‐spectral SPOT‐5 images and very high resolution texture information extracted from digital orthophotos for automatic classification of complex Alpine areas (2009) (7)
JUICE: A EUROPEAN MISSION TO JUPITER AND ITS ICY MOONS (2013) (7)
Unsupervised deep learning based change detection in Sentinel-2 images (2019) (7)
A Sensor-Driven Hierarchical Method for Domain Adaptation in Classification of Remote Sensing Images (2018) (7)
CHANGE DETECTION FROM PAN-SHARPENED IMAGES : A COMPARATIVE ANALYSIS (2007) (7)
3D radar sounder simulations of geological targets on Ganymede Jovian Moon (2019) (7)
Spatial and Spectral Extraction Network With Adaptive Feature Fusion for Pansharpening (2022) (7)
Building height retrieval from airborne VHR SAR imagery based on an iterative simulation and matching procedure (2008) (7)
Change detection in multitemporal SAR images based on generalized Gaussian distribution and EM algorithm (2004) (7)
A novel semisupervised framework for multiple change detection in hyperspectral images (2017) (7)
Fusion of hyperspectral and lidar data using morphological attribute profiles (2011) (6)
Compensating Earth Ionosphere Phase Distortion in Spaceborne VHF Radar Sounders for Subsurface Investigations (2018) (6)
An approach to multiple Change Detection in multisensor VHR optical images based on iterative clustering (2016) (6)
The science goals of the EnVision Venus orbiter mission (2020) (6)
Unsupervised Change Detection in Multi-Temporal SAR Images (2006) (6)
A comparative study of different ICA algorithms for hyperspectral image analysis (2013) (6)
Fast and robust structure-based multimodal geospatial image matching (2017) (6)
Alternating sequential filters with morphological attribute operators for the analysis of remote sensing images (2010) (6)
Monitoring of agricultural areas by using Sentinel 2 image time series and deep learning techniques (2020) (6)
A Context-Sensitive Technique Robust to Registration Noise for Change Detection in Very High Resolution Multispectral Images (2008) (6)
A novel SOM-based active learning technique for classification of remote sensing images with SVM (2012) (6)
A Bayesian Approach to Active Self-Paced Deep Learning for SAR Automatic Target Recognition (2020) (6)
STRATUS: A new mission concept for monitoring the subsurface of polar and arid regions (2021) (6)
Classification of high spatial resolution images by means of a Gabor wavelet decomposition and a support vector machine (2004) (6)
A novel approach for bathymetry of shallow rivers based on spectral magnitude and shape predictors using stepwise regression (2018) (6)
A Growth-Model-Driven Technique for Tree Stem Diameter Estimation by Using Airborne LiDAR Data (2019) (6)
VHR time-series generation by prediction and fusion of multi-sensor images (2015) (6)
A Deep Learning Architecture for Semantic Segmentation of Radar Sounder Data (2022) (6)
Salient Ship Detection via Background Prior and Foreground Constraint in Remote Sensing Images (2020) (6)
Proceedings of the Second International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Multitemp 2003, Joint Research Centre, Ispra, Italy, 16-18 July 2003 (2004) (5)
A semantic-based multilevel approach to change detection in very high geometrical resolution multitemporal images (2011) (5)
A novel method for unsupervised multiple Change Detection in hyperspectral images based on binary Spectral Change Vectors (2017) (5)
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification (2022) (5)
An Approach to Tree Detection Based on the Fusion of Multitemporal LiDAR Data (2019) (5)
An unsupervised support vector method for change detection (2007) (5)
Classification of hyperspectral data by continuation semi-supervised SVM (2007) (5)
Fine co-registration of VHR images for multitemporal Urban area analysis (2015) (5)
Fast and accurate image classification with histogram based features and additive kernel SVM (2015) (5)
RSCNet: A Residual Self-Calibrated Network for Hyperspectral Image Change Detection (2022) (5)
A novel change detection method for multitemporal hyperspectral images based on a discrete representation of the change information (2017) (5)
A System for Burned Area Detection on Multispectral Imagery (2022) (5)
A data fusion approach to unsupervised change detection (2003) (5)
Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features (2022) (5)
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis (2010) (5)
A precise estimation of the 3D structure of the forest based on the fusion of airborne and terrestrial lidar data (2015) (5)
ZeRGAN: Zero-Reference GAN for Fusion of Multispectral and Panchromatic Images. (2022) (5)
Soil moisture estimation from microwave remote sensing data with nonlinear machine learning techniques (2009) (5)
Multiobjective model selection for non-linear regression techniques (2010) (5)
An Approach to Unsupervised Detection of Fully and Partially Destroyed Buildings in Multitemporal VHR SAR Images (2020) (5)
AN ADVANCED SYSTEM FOR AUTOMATIC CLASSIFICATION OF MULTITEMPORAL SAR IMAGES (2004) (5)
Hyperspectral unmixing using weighted sparse regression with total variation regularization (2022) (5)
SPCNet: A Subpixel Convolution-Based Change Detection Network for Hyperspectral Images With Different Spatial Resolutions (2022) (5)
SIGAN: Spectral Index Generative Adversarial Network for Data Augmentation in Multispectral Remote Sensing Images (2022) (5)
Compressed histogram attribute profiles for the classification of VHR remote sensing images (2015) (5)
An adaptive multiscale random field technique for unsupervised change detection in VHR multitemporal images (2009) (4)
A Novel Approach to the Detection and Imaging of Candidate Martian Subglacial Water Bodies by Radar Sounder Data (2021) (4)
Mars Surface Imaging by Exploiting Off-Nadir Radar Sounding Data (2021) (4)
A spectral-spatial multiscale approach for unsupervised multiple change detection (2017) (4)
A comparison on the use of different satellite multispectral data for the prediction of aboveground biomass (2020) (4)
Venus subsurface targets: assessment of detectability using radar sounder simulations (2020) (4)
LaPS: LiDAR-assisted Placement of Wireless Sensor Networks in Forests (2019) (4)
Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures (2012) (4)
An advanced semi-supervised SVM classifier for the analysis of hyperspectral remote sensing data (2006) (4)
A Deep Architecture Based on a Two-Stage Learning for Semantic Segmentation of Large-Size Remote Sensing Images (2019) (4)
A novel circular approach to change detection in pair of images extracted from image time series (2014) (4)
Estimation of tree biomass volume in alpine forest areas using multireturn lidar data and support vector regression (2008) (4)
Classification of remote-sensing images by using the Bayes rule for minimum cost (1998) (4)
A novel automatic approach to the update of land-cover maps by unsupervised classification of remote sensing images (2017) (4)
Discovering single classes in remote sensing images with active learning (2012) (4)
Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model (2018) (4)
A novel approach to the selection of spatially invariant features for classification of hyperspectral images (2009) (4)
Subdominant tree detection in multi-layered forests by a local projection of airborne lidar data (2017) (4)
Multitemporal spectral unmixing for change detection in hyperspectral images (2015) (4)
Effects of parameter tuning and de-speckle filtering on the accuracy of SAR image classification based on gray-level co-occurrence matrix features (1997) (4)
Hyperspectral Image Classification with Kernels (2007) (4)
A novel neural approach for unsupervised change detection using SOM clustering for pseudo-training set selection followed by CSOM classifier (2014) (4)
Identification of non-photosynthetic vegetation areas in Sentinel-2 satellite image time series (2019) (4)
BioDCV : a Distributed Computing System for the Complete Validation of Gene Profiles (2005) (4)
CHAPTER 3 . 2 APPROACHES BASED ON SUPPORT VECTOR MACHINES TO CLASSIFICATION OF REMOTE SENSING DATA (2010) (4)
Extended attribute profiles on GPU applied to hyperspectral image classification (2018) (4)
An Approach Based on Multiobjective Genetic Algorithms to Schedule Observations in Planetary Remote Sensing Missions (2020) (4)
A residual-based approach to classification of remote sensing images (2003) (4)
A novel approach to internal crown characterization for coniferous tree species classification (2016) (4)
Image fusion techniqes for remote sensing applications (2002) (4)
Simultaneous empirical line calibration of multiple spectral images (2017) (4)
Radar for Icy Moon Exploration (RIME) (2019) (4)
Study on the capabilities of morphological attribute profiles in change detection on VHR images (2010) (4)
A novel supervised feature selection technique based on genetic algorithms (2012) (4)
A multilevel approach to change detection for port surveillance with very high resolution SAR images (2011) (4)
A Crown Quantization-Based Approach to Tree-Species Classification Using High-Density Airborne Laser Scanning Data (2021) (4)
Estimation of ice sheet attenuation by using radar sounder and ice core data (2016) (4)
A registration-noise driven technique for the alignment of VHR remote sensing images (2010) (4)
An Unsupervised Fuzzy System for the Automatic Detection of Candidate Lava Tubes in Radar Sounder Data (2022) (4)
A Novel Technique Based on Morphological Filters for Change Detection in Optical Remote Sensing Images (2007) (4)
SWE retrieval by exploiting COSMO-SkyMed X-band SAR imagery and ground data through a machine learning approach (2019) (3)
A hierarchical approach to the segmentation of single dominant and dominated trees in forest areas by using high-density LiDAR data (2015) (3)
Analysis of the potentiality of multi-temporal COSMO-SkyMed ® data for classifying summer crops (2016) (3)
A novel method for automatic clutter detection in radargrams acquired by orbiting radar sounders (2012) (3)
Extraction of spatial features in hyperspectral images based on the analysis of differential attribute profiles (2013) (3)
Unsupervised change detection in built-up areas by multi-temporal polarimetric SAR images (2017) (3)
JUICE: complementarity of the payload in adressing the mission science objectives (2014) (3)
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification (2022) (3)
ADVANCED CLASSIFICATION TECHNIQUES: PARTIALLY SUPERVISED APPROACHES (2003) (3)
Assessing the Detection Performance on Icy Targets Acquired by an Orbiting Radar Sounder (2019) (3)
An effective active learning method for interactive content-based retrieval in remote sensing images (2013) (3)
A high resolution burned area detector for Sentinel-2 and Landsat-8 (2019) (3)
Martian roughness analogues of Europan terrains for radar sounder investigations (2020) (3)
The ASI P-Band Helicopter-Borne Integrated Sounder-Sar System: Preliminary Results of The 2018 Morocco Desert Campaign (2019) (3)
An Approach Based on Deep Learning for Tree Species Classification in LiDAR Data Acquired in Mixed Forest (2022) (3)
A Domain Adaptation SVM and a Circular Validation Strategy for Land‐Cover Maps Updating (2009) (3)
An approach to conifer stem localization and modeling in high density airborne LiDAR data (2017) (3)
Analysis of Temporal and Structural Characteristics of Jovian Radio Emissions for Passive Radar Sounding of Jupiter’s Icy Moons (2021) (3)
A Novel Approach Based on a Hierarchical Multiresolution Analysis of Optical Time Series to Reconstruct the Daily High-Resolution Snow Cover Area (2021) (3)
Efficient regularized LDA for hyperspectral image classification (2007) (3)
Multilayer Feature Fusion Network With Spatial Attention and Gated Mechanism for Remote Sensing Scene Classification (2022) (3)
Classification of remote sensing images using radial-basis-function neural networks: a supervised training technique (1998) (3)
Building characterisation in VHR SAR data acquired under controlled EMSL conditions (2007) (3)
Spatial-dictionary for collaborative representation classification of hyperspectral images (2016) (3)
Automatic detection of subglacial lakes in radar sounder data acquired in Antarctica (2017) (3)
A tiling procedure for second-order variational segmentation of large size remote sensing images (2016) (3)
Integrating Models and Remote Sensing Data for Distributed Glacier Mass Balance Estimation (2020) (3)
A Novel T2-SVM for Partially Supervised Classification (2005) (3)
Noise Character Constraints on Passive Radio Sounding of Jupiter's Icy Moons Using Jovian Decametric Radiation (2018) (3)
Two decades of land cover mapping in the Río de la Plata grassland region: The MapBiomas Pampa initiative (2022) (3)
Detection of changed buildings in multitemporal Very High Resolution SAR images (2013) (3)
A Novel Hybrid Method for the Correction of the Theoretical Model Inversion in Bio/Geophysical Parameter Estimation (2016) (3)
ExtremeEarth Meets Satellite Data From Space (2021) (3)
AN EXPLAINABLE CONVOLUTIONAL AUTOENCODER MODEL FOR UNSUPERVISED CHANGE DETECTION (2020) (3)
Training of neural networks for classification of imbalanced remote-sensing data (1997) (3)
Feature selection for remote-sensing data classification (1994) (3)
Integration of Remote Sensing with A Hydroclimatological Model for an Improved Monitoring of Alpine Glaciers (2018) (2)
Analysis on the effectiveness of multitemporal COSMO-SkyMed images for crop classification (2015) (2)
Data-fusion experience: from industrial visual inspection to space remote-sensing applications (1998) (2)
Ganymede's Surface Investigation in Support of the Radar for Icy Moon Exploration (RIME) Instrument (2015) (2)
Spatial and temporal mapping of leaf area index in Alpine pastures and meadows with satellite MODIS imagery (2011) (2)
An Approach to the Assessment of Detectability of Subsurface Targets in Polar Ice From Satellite Radar Sounders (2021) (2)
Mean Kernels for Semi‐Supervised Remote Sensing Image Classification (2009) (2)
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 (2019) (2)
Detection of specific changes in image time series by an adaptive change vector analysis (2014) (2)
Rapid and accurate damage detection in built-up areas combining stripmap and spotlight SAR images (2014) (2)
Conditioning Jovian Burst Signals for Passive Sounding Applications (2021) (2)
Classification of multispectral remote-sensing images by neural networks (1996) (2)
Landslide movement mapping by sub-pixel amplitude offset tracking - case study from Corvara landslide (2016) (2)
Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification (2013) (2)
Edge-crease detection and surface reconstruction from point clouds using a second-order variational model (2014) (2)
Shift Equivariance for Pixel-based Self-supervised SAR-optical Feature Fusion (2021) (2)
A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification (2015) (2)
Estimation of biophysical parameters from optical remote-sensing images with high-order residues (2004) (2)
Piecewise Linear Approximation of Vector-Valued Images and Curves via Second-Order Variational Model (2017) (2)
A novel active learning method for support vector regression to estimate biophysical parameters from remotely sensed images (2012) (2)
Snow Cover Estimation Underneath the Clouds Based on Multitemporal Correlation Analysis in Historical Time-Series Imagery (2020) (2)
An Unsupervised Change Detection Technique Based on a Super-Resolution Convolutional Autoencoder (2021) (2)
EnVision M5 Venus Orbiter Proposal (2019) (2)
Generative Feature Extraction From Sentinel 1 and 2 Data for Prediction of Forest Aboveground Biomass in the Italian Alps (2022) (2)
A Triangulation-Based Technique for Tree-Top Detection in Heterogeneous Forest Structures Using High Density LiDAR Data (2021) (2)
LaPS (2019) (2)
An Approach to Lava Tube Detection in Radar Sounder Data of the Moon (2018) (2)
Multiple estimator system for the analysis of water quality parameters (2003) (2)
A technique based on adaptive windows for the classification of radar sounder data (2017) (2)
Forest Change Detection in Lidar Data Based on Polar Change Vector Analysis (2022) (2)
Investigating the feature extraction framework for domain adaptation in remote sensing image classification (2013) (2)
Fusion of multisensor and multitemporal data in remote-sensing image analysis (1998) (2)
A split-based approach to unsupervised change detection in large-size SAR images (2006) (2)
Crop Water Availability Mapping in the Danube Basin Based on Deep Learning, Hydrological and Crop Growth Modelling (2022) (2)
An Unsupervised Change Detection Approach for Dense Satellite Image Time Series Using 3D CNN (2021) (2)
A Disentangled Variational Autoencoder for Prediction of Above Ground Biomass from Hyperspectral Data (2021) (2)
Active-learning based cascade classification of multitemporal images for updating land-cover maps (2011) (2)
A general approach to the spatial simplification of remote sensing images based on morphological connected filters (2011) (2)
Distributed Radar Sounder System: a Novel Approach to Across-Track Resolution Enhancement and Clutter Reduction (2018) (2)
Automatic analysis of the log-ratio image for the detection of multiple changes in multitemporal SAR images (2005) (2)
Foreword to the Special Issue on Pattern Recognition in Remote Sensing (2014) (2)
A 3D CNN APPROACH FOR CHANGE DETECTION IN HR SATELLITE IMAGE TIME SERIES BASED ON A PRETRAINED 2D CNN (2022) (2)
A novel framework for bi-temporal change detection in image time series (2017) (2)
Change Detection in VHR Multispectral Images: Estimation and Reduction of Registration Noise Effects (2011) (2)
A Gaussian approach to subspace based classification of hyperspectral images (2016) (2)
A novel class sensitive hashing technique for large-scale content-based remote sensing image retrieval (2017) (2)
An Unsupervised Deep Learning Method for Subsurface Target Detection in Radar Sounder Data (2021) (2)
A novel hierarchical method for change detection in multitemporal hyperspectral images (2013) (2)
BUILDING DETECTION AND FOOTPRINT RECONSTRUCTION FROM SINGLE VHR SAR IMAGES (2010) (2)
Analysis of polarimetric RADARSAT2 images for soil moisture retrieval in an alpine catchment (2010) (2)
Extraction and selection of robust features for classification of multispectral remote-sensing images (1999) (2)
Cosmo-SkyMed and RADARSAT2 image investigation for the monitoring of agricultural areas (2015) (2)
A simple upper bound to the Bayes error probability for feature selection (1998) (2)
Jupiter Icy Moons Explorer: mission status after the Definition Phase (2015) (2)
A Method for Automatic Three-Dimensional Reconstruction of Ice Sheets by Using Radar Sounder and Altimeter Data (2018) (2)
A semisupervised feature metric based band selection method for hyperspectral image classification (2012) (2)
A novel transductive SVM for semisupervised classification of remote sensing images (2005) (2)
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data (2021) (2)
Spatial and temporal mapping of soil moisture content with polarimetric RADARSAT 2 SAR imagery in the Alpine area (2011) (2)
An automatic technique for detecting land-cover transitions (1996) (2)
An approach to conifer species classification based on crown structure modeling in high density airborne LiDAR data (2016) (2)
Multisource Labeled Data: an Opportunity for Training Deep Learning Networks (2019) (2)
A land cover-driven approach for fitting satellite image time series in a change detection context (2020) (2)
A Fast and Robust Matching System for Multimodal Remote Sensing Image Registration (2021) (1)
Detection of Lunar Lava Tubes with Orbiting Radar Sounder Systems (2017) (1)
Mono- and Dual-Regulated Contractive-Expansive-Contractive Deep Convolutional Networks for Classification of Multispectral Remote Sensing Images (2022) (1)
Freight traffic surveillance in VHR SAR images by multiscale information extraction (2012) (1)
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion (2018) (1)
A novel T/sup 2/-SVM for partially supervised classification of multitemporal remote sensing images (2005) (1)
A novel coarse-to-fine remote sensing image retrieval system in JPEG-2000 compressed domain (2018) (1)
A novel content based hyperspectral image retrieval system based on bag of end members (2016) (1)
Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification (2022) (1)
CCI Essential Climate Variables: High Resolution Land Cover (2019) (1)
An Approach Based on Low Resolution Land-Cover-Maps and Domain Adaptation to Define Representative Training Sets at Large Scale (2021) (1)
Change Detection in Multitemporal SAR Images Based on the EM-GA Algorithm and Markov Random Fields (2005) (1)
Data Augmentation Through Spectrally Controlled Adversarial Networks for Classification of Multispectral Remote Sensing Images (2022) (1)
Title: Superpixel-based Unsupervised Band Selection for Classification of Hyperspectral Images (2018) (1)
Circular change detection in image time series inspired by two-dimensional phase unwrapping (2017) (1)
An Unsupervised Change Detection Method for Lidar Data in Forest Areas Based on Change Vector Analysis in the Polar Domain (2018) (1)
AN Approach Based on Contrastive Learning and Vector Quantization to the Unsupervised Land-Cover Segmentation of Multimodal Images (2022) (1)
On the Potentials of PolInSAR Inversion for Monitoring Long-Term Forest Height Dynamics at L-band (2015) (1)
A General Framework for Change Detection Using Multimodal Remote Sensing Data (2021) (1)
The Radar for Icy Moon Exploration (RIME) on the JUICE Mission (2015) (1)
Advanced Semisupervised SVM Approaches to Classification of Hyperspectral Data (2006) (1)
A New Technique for Simulating Radar Echoes from Layered Subsurface Targets (2018) (1)
Subsurface radar evidence of cryovolcanic resurfacing on the Jovian moon Ganymede: RIME detectability analysis (2020) (1)
Maximum auto-mutual-information factor analysis (Conference Presentation) (2017) (1)
A Novel Method Based on Source Domain Understanding and Modeling to Transfer Labels from Land-Cover Vector Maps to Classifiers for Multispectral Images (2018) (1)
Automated Machine Learning Driven Stacked Ensemble Modeling for Forest Aboveground Biomass Prediction Using Multitemporal Sentinel-2 Data (2023) (1)
A novel integrated radar sounder simulation technique for modelling large and small-scale surface scattering phenomena (2021) (1)
A combined supervised and unsupervised approach to classification of multitemporal remote sensing images (2000) (1)
A scale-driven classification technique for very high geometrical resolution images (2005) (1)
A Novel Threshold Detection Technique for the Automatic Construction of Attribute Profiles in Hyperspectral Images (2020) (1)
A residual-based technique for the estimation of biophysical parameters from remote-sensing images (2003) (1)
A sensor-driven domain adaptation method for the classification of remote sensing images (2014) (1)
A neural network based algorithm to performances enhancement of GNSS receivers in a multipath environment (2003) (1)
Forest environmental reporting services (2003) (1)
An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring (2015) (1)
Automatic Identification of Human Brain Resting State Networks: Reliability of Classification Over Number of Independent Components Identified (2009) (1)
A novel active learning method for content based remote sensing image retrieval (2015) (1)
A novel technique for tree stem height estimation by fusing low density LiDAR data and optical images (2013) (1)
New search algorithm for feature selection in high-dimensional remote sensing images (1998) (1)
Unsupervised Classification of Remote Sensing Data Using Graph Cut-Based Initialization (2005) (1)
Analysis of Earth’s Ionosphere Effects on Englacial Layering Detectability in Spaceborne Radar Sounders Data (2022) (1)
A change-detection-driven approach to active transfer learning for classification of image time series (2011) (1)
A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning (2020) (1)
Clutter Discrimination by Estimation of Direction of Arrival in Spaceborne Distributed Radar Sounders (2022) (1)
Introduction to the Special Section on the Fifth International Workshop on Multi-temporal Imagery Analysis (2011) (1)
A Self-Supervised Approach to Pixel-Level Change Detection in Bi-Temporal RS Images (2022) (1)
An Interactive Strategy for the Training Set Definition Based on Active Self-Paced Learning Implemented on a Cloud-Computing Platform (2022) (1)
JUICE, a European mission to the Jovian system (2014) (1)
An Unsupervised Approach to Change Detection in Built-Up Areas by Multitemporal PolSAR Images (2020) (1)
Crack Detection by a Measure of Texture Anisotropy (1995) (1)
Statistical Difference Models for Change Detection in Multispectral Images (2021) (1)
A novel hybrid approach to the estimation of biophysical parameters from remotely sensed data (2011) (1)
Analysis of Surface Clutter for Subsurface Radar Sounding on Venus (2022) (1)
Detection of land-cover transitions in multitemporal images with active-learning based compound classification (2011) (1)
Quad-tree based compressed histogram attribute profiles for classification of very high resolution images (2016) (1)
A cluster-based appraoch to content based time series retrieval (CBTSR) (2015) (1)
Analysis of backscattering behaviors for partially damaged buildings in VHR SAR images (2015) (1)
A 4-dimensional approach to image time series visualization and analysis (2013) (1)
Sequential cascade classification of image time series by exploiting multiple pairwise change detection (2013) (1)
Biophysical parameters estimation from remotely sensed images by a multiple criteria active learning method (2014) (1)
JUICE: The ESA Mission to Study Habitability of the Jovian Icy Moons (2014) (1)
A Scalable High-Performance Unsupervised System for Producing Large-Scale HR Land Cover Maps: The Italian Country Case Study (2022) (1)
Subsurface Cavities Characterization from X-Band VHR Spaceborne SAR Images (2022) (1)
A Fast Method for Cloud Removal and Image Restoration on Time Series of Multispectral Images (2019) (1)
Partially-supervised updating of land-cover maps: A P2S2VM technique and a circular validation strategy (2007) (1)
ARTIFICIAL INTELLIGENCE AND BIG DATA TECHNOLOGIES FOR COPERNICUS DATA: THE EXTREMEEARTH PROJECT (2021) (1)
A robust on-board tracking technique for spaceborne radar sounders (2015) (1)
Unsupervised change detection using hierarchical convolutional autoencoder (2020) (1)
An Automatic Planning and Scheduling Method Based on Multi-Objective Genetic Algorithms for Planetary Radar Sounder Observations (2020) (1)
Superpixel-level Global and Local Similarity Graph-based Clustering for Large Hyperspectral Images (2021) (1)
Image Fusion Techniques for Remote Sensing Applications Image Fusion Techniques for Remote Sensing Applications Authors: Image Fusion Techniques for Remote Sensing Applications (2002) (1)
Detection of land cover changes by compound classification of multitemporal images (1995) (1)
Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery (2022) (1)
Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data (2014) (1)
Extended attribute profiles on GPU applied to hyperspectral image classification (2018) (0)
Welcome and Introduction to Conference 11862 (2021) (0)
Automatic identification of non-reflective subsurface targets in radar sounder data based on morphological profile (2017) (0)
EJSM Radar instruments: Natural radio noise from Jupiter (2010) (0)
Impact of Magnetometer Boom with Radio Wave Experiment on RIME Performance aboard JUICE (2022) (0)
The Fifth Year of Our Magazine Is in Print [From the Editor] (2017) (0)
A Model Driven Approach for Snow Wetness Retrieval with Sentinel-l (2018) (0)
Foreword to the Special Issue on Applied Earth Observation and Remote Sensing in India (2017) (0)
A data-driven identification of growth-model classes for the adaptive estimation of single-tree stem diameter in LiDAR data (2016) (0)
Incomplete Multimodal Learning for Remote Sensing Data Fusion (2023) (0)
A novel data-driven approach to tree species classification using high density multireturn airborne lidar data (2018) (0)
Void-Volume-Based Stem Geometric Modeling and Branch-Knot Localization in Terrestrial Laser Scanning Data (2022) (0)
Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data (2022) (0)
3 D RECONSTRUCTION OF A LARGE LANDSLIDE FROM UAV-BASED IMAGERY Conference (2016) (0)
A robust system for classification of remote sensing images (2000) (0)
Detection of land-cover transitions in multitemporal images with a joint entropy based active-learning method (2011) (0)
Exploring the Use of Multi-source High-Resolution Satellite Data for Snow Water Equivalent Reconstruction over Mountainous Catchments (2022) (0)
Joint Spatio-Temporal Modeling for the Semantic Change Detection in Remote Sensing Images (2022) (0)
A multispectral acquisition system for potential detection of Flavescence dorée (2022) (0)
An experimental comparison of neural networks for the classification of multisensor remote-sensing images (1995) (0)
Welcome to the June 2017 Issue [From the Editor] (2017) (0)
A novel system for classification of image time series with limited ground reference data (2012) (0)
Image and signal processing for remote sensing X : 13-15 September 2004, Maspalomas, Gran Canaria, Spain (2004) (0)
Precise co-registration of very high resolution optical images by registration-noise estimation (2015) (0)
Eﬃcient Regularized LDA for Hyperspectral Image Classiﬁcation (2007) (0)
MELT DETECTION BENEATH CHAOS TERRAINS ON EUROPA USING ICE PENETRATING RADAR (2022) (0)
ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning (2023) (0)
Guest Editorial (2009) (0)
Active Learning for Hyperspectral Image Classification Using Kernel Sparse Representation Classifiers (2023) (0)
Integration of a hydroclimatological model and remote sensing products for improving snow cover mapping in mountain areas (2018) (0)
Approximating JPEG 2000 wavelet representation through deep neural networks for remote sensing image scene classification (2019) (0)
ACTIVE AND SEMISUPERVISED LEARNING TECHNIQUES FOR CLASSIFICATION OF REMOTE SENSING IMAGES (2009) (0)
A novel approach to land-cover maps updating in complex scenarios based on multitemporal remote sensing images (2010) (0)
A REGULARIZED VERSION OF ADABOOST FOR PATTERN CLASSIFICATION IN HISTORIC AIR PHOTOGRAPHS (2004) (0)
A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images (2021) (0)
Preliminary performance of Sub-Surface Radar for the EJSM/Laplace mission (2010) (0)
JUICE: an ESA-led Large Mission to the Jupiter System (2014) (0)
A Dual-Branch Deep Learning Architecture for Multisensor and Multitemporal Remote Sensing Semantic Segmentation (2023) (0)
Multi-year crop type mapping using pre-trained deep long-short term memory and Sentinel 2 image time series (2021) (0)
A class-wise spatial-contextual approach based on a free discontinuity model for change detection in multispectral images (2017) (0)
Impedance measurements for RIME dipole aboard JUICE (2018) (0)
Hyperspectral Remote Sensing (2021) (0)
Unsupervised Multiclass Change Detection for Multimodal Remote Sensing Data (2022) (0)
A Novel Method for Hidden Natural Caves Characterization and Accessibility Assessment From Spaceborne VHR SAR Images (2023) (0)
Unsupervised CD in satellite image time series by contrastive learning and feature tracking (2023) (0)
A novel technique for unsupervised change detection in multitemporal SAR Images (2004) (0)
A Sub-Pixel Convolution-Based Residual Network for Hyperspectral Image Change Detection (2022) (0)
Analysis of Agricultural Crops Evolution in Timewith TanDEM-X (2016) (0)
Study of Geological Analogues for Understanding the Radar Sounder Response of the RIME Targets (2017) (0)
Active versus semi-supervised learning paradigm for the classification of remote sensing images (2011) (0)
A novel system for content based retrieval of remote sensing images based on Bag of spectral values (2017) (0)
A Range-Doppler Method for Focusing Radar Sounder Data Generated by Coherent Electromagnetic Simulators (2022) (0)
Comparison of ecosystem functional type patterns at different spatial resolutions in relation with FLUXNET data (2019) (0)
A novel multitemporal detector for primitive extraction from VHR SAR images (2013) (0)
UWB MIMO Radars for Sounding and Imaging of Ice on the Earth and Other Celestial Bodies (2021) (0)
Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series (2020) (0)
Clutter Reduction by Estimation of Echoes Direction of Arrival in Distributed Radar Sounders in Formation Flying (2022) (0)
A multi-layer simulation technique for modeling large and small-scale scattering in radar sounder data (2022) (0)
Feasibility Study of a High‐Resolution Shallow Surface Penetration Radar for Space Application (2021) (0)
An Unsupervised Deep Learning Method for the Super-Resolution of Radar Sounder Data (2022) (0)
A novel deep learning data structure for multispectral remote sensing images (2020) (0)
Integration of radar sounder and altimeter data for the 3D reconstruction of ice sheets (2015) (0)
Solving for ambiguities in radar geophysical exploration of planetary bodies by mimicking bats echolocation (2017) (0)
IEEE GRSM Now Included in Thomson Reuters?s Journal Citation Report [From the Editor] (2017) (0)
ADAPTIVE REDUCTION OF REGISTRATION-NOISE EFFECTS IN UNSUPERVISED CHANGE DETECTION (2002) (0)
A genetic algorithm based cost-sensitive active learning technique for classification of remote sensing images (2012) (0)
Analyzing and Retrieving Remote Sensing Images from Large Data Archives (2014) (0)
An approach to change detection in time series of SAR images based on multitemporal similarity measures (2008) (0)
Automatic Large-Scale Precise Mapping and Monitoring of Agricultural Fields at Country Level With Sentinel-2 SITS (2022) (0)
Generation of Global Surface and Shallow Subsurface Images of Mars by Radar Sounders Data (2021) (0)
Proceedings of the Second international Workshop on the Analysis of Multi-temporal Remote Sensing Images (2016) (0)
Advanced Methods for the Analysis of Multitemporal Sentinel 2 Images (2018) (0)
Jupiter Science Enabled by ESA's Jupiter Icy Moons Explorer (2023) (0)
Feature extraction and analysis for information mining in large EO data archives (2013) (0)
A Novel Approach to Snow Coverage Retrieval Under Cloud-Obscured Pixels Based on Multitemporal Correlation (2019) (0)
Integration of Hydrological Model Outputs with Remote Sensing Products to Improve Cryosphere Process Understanding (2019) (0)
Nonparametric approach to automatic change detection (2001) (0)
Self-supervised SAR-optical Data Fusion and Land-cover Mapping using Sentinel-1/-2 Images (2021) (0)
Unsupervised Change Detection in Multitemporal Remote Sensing Images (2021) (0)
An Automatic Technique for Deciduous Trees Detection in High Density Lidar Data Based on Delaunay Triangulation (2019) (0)
A non-parametric classification system for a partially unsupervised updating of land-cover maps (2001) (0)
2017 Will Bring an Impact Factor and a Print Option for the Magazine [From the Editor] (2016) (0)
RIME-Dipole Accommodation aboard JUICE (2018) (0)
Errata to "Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps" (2020) (0)
The Fourth Year of IEEE Geoscience and Remote Sensing Magazine From the Editor (2016) (0)
Local and Long-Range Collaborative Learning for Remote Sensing Scene Classification (2023) (0)
WIANet: A Wavelet-Inspired Attention-Based Convolution Neural Network for Land Cover Classification (2023) (0)
Comparison of L and C band polarimetric SAR data for the retrieval of soil moisture in the Alps (2011) (0)
A CNN Ensemble Based on a Spectral Feature Refining Module for Hyperspectral Image Classification (2022) (0)
Automatic Detection and Characterization of Subsurface Features from Mars Radar Sounder Data (2010) (0)
An advanced classification system based on the back-propagation of consensus (2003) (0)
Improving change-detection accuracy by exploiting multispectral information (1996) (0)
A Novel Approach to Three-Dimensional Change Detection in Multitemporal LiDAR Data Acquired in Forest Areas (2018) (0)
Improved snow parameters estimation through integration of simulated and remotely sensed snow cover information (2018) (0)
Summer Crop Classification by Multi-Temporal COSMO-SkyMed® Data (2016) (0)
Multiresolution fusion of radar sounder and altimeter data for the generation of high resolution DEMs of ice sheets (2015) (0)
REMOTE SENSING OF TRENTINO FOREST BIOPHYSICAL VARIABLES USING IRS SATELLITE DATA (2009) (0)
SOIL PARAMETER ESTIMATION FROM MULTI-FREQUENCY POLARIMETRIC SAR IMAGES WITH THE Ε-INSENSITIVE SUPPORT VECTOR REGRESSION (0)
A Deep Learning Approach to Ship Detection and Characterization from Multiresolution Satellite SAR Images (2022) (0)
Exploring Venus subsurface: Analysis of geological targets and their properties (2022) (0)
Foreword to the Special Issue on the 2015 IEEE International Geoscience and Remote Sensing Symposium (2016) (0)
Automatic classification of subsurface features in radar sounder data acquired in icy areas (2013) (0)
Analysis of Lava Tubes’ Roughness and Radar Near-Nadir Regime Backscattering Properties (2023) (0)
SAR IMAGING SIMULATION IN SUPPORT OF IMAGE INTERPRETATION (2009) (0)
Extraction of Statistical Features for Improved Automatic Detection of Subglacial Lakes in Radar Sounder Data (2018) (0)
Automatic detection and characterization of subsurface linear features in radar sounder data acquired on icy areas (2012) (0)
Understanding Subsurface Geoelectrical and Structural Constrains for Low Frequency Radar Sounding of Jovian Satellites (2010) (0)
Closing 2016 with IEEE Geoscience and Remote Sensing Magazine [From the Editor] (2016) (0)
A semisupervised support vector regression method to estimate biophysical parameters from remotely sensed images (2014) (0)
Spatial-Spectral Dual Back-Projection Network for Pansharpening (2023) (0)
Big Data from Space for Precision Agriculture Applications (2020) (0)
Automatic Extraction of Weak Labeled Samples From Existing Thematic Products For Training Convolutional Neural Networks (2019) (0)
A Special Issue Before IGARSS 2016 [From the Editor] (2016) (0)
Lightweight Attention Network for Very High Resolution Image Semantic Segmentation (2023) (0)
Supervised Multi-Scale Attention-Guided Ship Detection in Optical Remote Sensing Images (2022) (0)
Attribute Profiles of Different Attributes for Spectral-Spatial Classification of Hyperspectral Imagery (2020) (0)
A Circular Approach to Multi-Class Change Detection in Multitemporal Sentinel-1 SAR Image Time Series (2018) (0)
An automatic approach to the unsupervised detection of multiple changes in multispectral images (2010) (0)
Opening Remarks by Conference Chairs (2020) (0)
Impact of Isolation between Solar Panel Elements on RIME Performance aboard JUICE (2018) (0)
Soil Moisture Retrieval in Alpine Grassland and Pasture by Using Support Vector Regression Techniques and Polarimetric RADARSAT2 Images (2011) (0)
Unsupervised semantic segmentation of radar sounder data using contrastive learning (2022) (0)
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing (2022) (0)
A study of the robustness of the long short-term memory classifier to cloudy time series of multispectral images (2020) (0)
Asymmetric Collaborative Network: Transferable Lifelong Learning for Remote Sensing Images (2022) (0)
Integration of X-band SAR and optical thermal data for retrieving snowpack parameters in mountain areas (2012) (0)
Fusion of Multitemporal LiDAR Data for Individual Tree Crown Parameter Estimation on Low Density Point Clouds (2018) (0)
Subsurface signatures of bright terrain formation models on Ganymede by 3D radar sounder simulations (2022) (0)
A bat inspired technique for clutter reduction in radar sounder systems (2016) (0)
Detection of hedges based on attribute filters (2012) (0)
The Jupiter icy moons explorer (JUICE): Complementarity of the payload in addressing the mission science objectives (abstract) (2014) (0)
A Multisource Statistical Method to Downscale Snow Cover Fraction in Mountain Regions (2021) (0)
Predicting category specific effects in single subject electrophysiological activity (2008) (0)
An adaptive parcel-based technique robust to registration noise for change detection in multitemporal VHR images (2007) (0)
Spatial-dictionary for collaborative representation classification of hyperspectral images (2015) (0)
Analysis of Subsurface Hypotheses through Simulation of Rime Radargrams Based on Available Analogous Data (2019) (0)
A Method for Focusing Raw Simulated Radar Sounder Data (2022) (0)
Integration of hydro-climatological model and remote sensing for glacier mass balance estimation (2019) (0)
Damage Detection in Built-Up Areas Using SAR Images (2014) (0)
Science Results from the MARSIS and SHARAD Subsurface Sounding Radars on Mars and their Relevance to Radar Sounding of icy Moons in the Jovian System (2010) (0)
Planetary exploration : learning from bats Bats ’ (2018) (0)
FEATURE EXTRACTION AND CONTENT BASED IMAGE RETRIEVAL ON EO ARCHIVES (2014) (0)
Adaptive technique for change detection in VHR multispectral images robust to registration noise (2009) (0)
Probing the cryosphere with an Earth Observation orbiting radar sounder (2019) (0)
A Multivariate Change Vector Analysis System for Unsupervised Detection of Clear-Cuts in Sentinel-2 Time Series of the Indonesian Forest (2018) (0)
Title : A Sensor-Driven Hierarchical Method for Domain Adaptation in Classification of Remote Sensing Images (2017) (0)
Recent Advances in Remote Sensing Time Series Image Classification (2017) (0)
Mapping spatial and temporal patterns of soil moisture with ASAR imagery in the Alps (2012) (0)
A Farewell from the Founding Editor-in-Chief [From the Editor] (2017) (0)
Low-cost updating of land-cover maps by classifiying multitemporal remote sensing images (2012) (0)
A Novel Data Fusion Technique for Snow Parameter Retrieval (2018) (0)

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