Jón Atli Benediktsson
Orcid: 0000-0003-0621-9647Affiliations:
- University of Iceland, Reykjavík, Iceland
According to our database1,
Jón Atli Benediktsson
authored at least 372 papers
between 1992 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2004, "For contributions to pattern recognition and data fusion in 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 orcid.org
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on id.loc.gov
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on isni.org
On csauthors.net:
Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Sample Iterative Enhancement Approach for Improving Classification Performance of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2024
CoRR, 2024
2023
Proc. IEEE, November, 2023
IESRGAN: Enhanced U-Net Structured Generative Adversarial Network for Remote Sensing Image Super-Resolution Reconstruction.
Remote. Sens., July, 2023
Augmented GBM Nonlinear Model to Address Spectral Variability for Hyperspectral Unmixing.
Remote. Sens., June, 2023
Novel Spatial-Spectral Channel Attention Neural Network for Land Cover Change Detection with Remote Sensed Images.
Remote. Sens., January, 2023
Novel Piecewise Distance Based on Adaptive Region Key-Points Extraction for LCCD With VHR Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Novel Adaptive Region Spectral-Spatial Features for Land Cover Classification With High Spatial Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Novel Land-Cover Classification Approach With Nonparametric Sample Augmentation for Hyperspectral Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Spatial-Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
A General Spline-Based Method for Centerline Extraction from Different Segmented Road Maps in Remote Sensing Imagery.
Remote. Sens., 2022
A Pan-Sharpening Method with Beta-Divergence Non-Negative Matrix Factorization in Non-Subsampled Shear Transform Domain.
Remote. Sens., 2022
Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective.
Proc. IEEE, 2022
Object-Based Sorted-Histogram Similarity Measurement for Detecting Land Cover Change With VHR Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
Novel Automatic Approach for Land Cover Change Detection by Using VHR Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
Training Samples Enriching Approach for Classification Improvement of VHR Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett., 2022
Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images.
IEEE Geosci. Remote. Sens. Lett., 2022
Simple Multiscale UNet for Change Detection With Heterogeneous Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
2021
Functional Feature Extraction for Hyperspectral Image Classification With Adaptive Rational Function Approximation.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021
A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas.
IEEE Trans. Geosci. Remote. Sens., 2021
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures.
IEEE Trans. Cybern., 2021
Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Local Histogram-Based Analysis for Detecting Land Cover Change Using VHR Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2021
Evol. Intell., 2021
Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Supervised Functional Data Discriminant Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
Object-Oriented Key Point Vector Distance for Binary Land Cover Change Detection Using VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2020
Landslide Inventory Mapping With Bitemporal Aerial Remote Sensing Images Based on the Dual-Path Fully Convolutional Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery.
Remote. Sens., 2020
Spatially Enhanced Spectral Unmixing Through Data Fusion of Spectral and Visible Images from Different Sensors.
Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
CoRR, 2020
2019
Spatial Density Peak Clustering for Hyperspectral Image Classification With Noisy Labels.
IEEE Trans. Geosci. Remote. Sens., 2019
Novel Adaptive Histogram Trend Similarity Approach for Land Cover Change Detection by Using Bitemporal Very-High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification.
Remote. Sens., 2019
Spatial-Spectral Feature Fusion Coupled with Multi-Scale Segmentation Voting Decision for Detecting Land Cover Change with VHR Remote Sensing Images.
Remote. Sens., 2019
Remote Sensing Big Data Classification with High Performance Distributed Deep Learning.
Remote. Sens., 2019
Novel Multi-Scale Filter Profile-Based Framework for VHR Remote Sensing Image Classification.
Remote. Sens., 2019
Remotely sensed big data: evolution in model development for information extraction [point of view].
Proc. IEEE, 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Novel Land Cover Change Detection Method Based on k-Means Clustering and Adaptive Majority Voting Using Bitemporal Remote Sensing Images.
IEEE Access, 2019
A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
A metrological spectral difference space for the statistical modelling of hyperspectral images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 6th International Conference on Systems and Informatics, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
Extended Random Walker for Shadow Detection in Very High Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2018
Detection and Correction of Mislabeled Training Samples for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Sparse Representation-Based Augmented Multinomial Logistic Extreme Learning Machine With Weighted Composite Features for Spectral-Spatial Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2018
Landslide Inventory Mapping From Bitemporal High-Resolution Remote Sensing Images Using Change Detection and Multiscale Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Gaussian Pyramid Based Multiscale Feature Fusion for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. 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
Land Cover Change Detection Based on Adaptive Contextual Information Using Bi-Temporal Remote Sensing Images.
Remote. Sens., 2018
Post-Processing Approach for Refining Raw Land Cover Change Detection of Very High-Resolution Remote Sensing Images.
Remote. Sens., 2018
Multi-Scale Object Histogram Distance for LCCD Using Bi-Temporal Very-High-Resolution Remote Sensing Images.
Remote. Sens., 2018
Refining Land Cover Classification Maps Based on Dual-Adaptive Majority Voting Strategy for Very High Resolution Remote Sensing Images.
Remote. Sens., 2018
Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging.
Pattern Recognit., 2018
IEEE Access, 2018
Data Fusion of Spectral and Visible Images for Resolution Enhancement of Fraction Maps Through Neural Network and Spatial Statistical Features.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Classification of Multi-Spectral Satellite Image Using Hierarchical Clustering Algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation.
IEEE Trans. Instrum. Meas., 2017
Hyperspectral Image Classification Using Principal Components-Based Smooth Ordering and Multiple 1-D Interpolation.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis.
IEEE Trans. Geosci. Remote. Sens., 2017
From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
A Stepwise Analytical Projected Gradient Descent Search for Hyperspectral Unmixing and Its Code Vectorization.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
Adaptive Spectral-Spatial Compression of Hyperspectral Image With Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Automatic Object-Oriented, Spectral-Spatial Feature Extraction Driven by Tobler's First Law of Geography for Very High Resolution Aerial Imagery Classification.
Remote. Sens., 2017
Semi-Automatic System for Land Cover Change Detection Using Bi-Temporal Remote Sensing Images.
Remote. Sens., 2017
Spatial technology and social media in remote sensing: challenges and opportunities [point of view].
Proc. IEEE, 2017
A Novel Methodology to Label Urban Remote Sensing Images Based on Location-Based Social Media Photos.
Proc. IEEE, 2017
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective.
IEEE Geosci. Remote. Sens. Lett., 2017
Automatic selection of molecular descriptors using random forest: Application to drug discovery.
Expert Syst. Appl., 2017
Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study.
CoRR, 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
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
Tree-based supervised feature extraction method based on self-dual attribute profiles.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation.
IEEE Trans. Geosci. Remote. Sens., 2016
Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Generalized Differential Morphological Profiles for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields.
Remote. Sens., 2016
Novel Object-Based Filter for Improving Land-Cover Classification of Aerial Imagery with Very High Spatial Resolution.
Remote. Sens., 2016
A Generalized Image Scene Decomposition-Based System for Supervised Classification of Very High Resolution Remote Sensing Imagery.
Remote. Sens., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
A Novel Approach for Multispectral Satellite Image Classification Based on the Bat Algorithm.
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Int. J. Wavelets Multiresolution Inf. Process., 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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
Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Region-based classification of remote sensing images with the morphological tree of shapes.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016
2015
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
Spectral-Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model.
IEEE Trans. Geosci. Remote. Sens., 2015
Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels.
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
GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Wavelet-Based Classification of Hyperspectral Images Using Extended Morphological Profiles on Graphics Processing Units.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Proc. IEEE, 2015
Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization.
IEEE Geosci. Remote. Sens. Lett., 2015
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2015
Proceedings of the Joint Urban Remote Sensing Event, 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
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
An interactive color visualization method with multi-image fusion for hyperspectral imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
High resolution visible image completion of urban region using corresponding hyperspectral image.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia.
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 International Conference on Computational Science, 2015
2014
Proceedings of the Encyclopedia of Remote Sensing, 2014
Proceedings of the Encyclopedia of Remote Sensing, 2014
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens., 2014
Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization.
IEEE Trans. Geosci. Remote. Sens., 2014
Spectral-Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens., 2014
Automatic Spectral-Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction.
IEEE Trans. Geosci. Remote. Sens., 2014
Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2014
Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Morphological Profiles Based on Differently Shaped Structuring Elements for Classification of Images With Very High Spatial Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Automatic Framework for Spectral-Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles.
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
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification.
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
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification.
Pattern Recognit. Lett., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation.
IEEE Geosci. Remote. Sens. Lett., 2014
Accurate point matching based on multi-objective Genetic Algorithm for multi-sensor satellite imagery.
Appl. Math. Comput., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A new framework for hyperspectral image classification using multiple spectral and spatial features.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Spectral-spatial hyperspectral classification via shape-adaptive sparse representation.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
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
2013
Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images.
IEEE Trans. Image Process., 2013
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms.
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Spectral Derivative Features for Classification of Hyperspectral Remote Sensing Images: Experimental Evaluation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Unsupervised methods for the classification of hyperspectral images with low spatial resolution.
Pattern Recognit., 2013
Pattern Recognit., 2013
Land-Cover Mapping by Markov Modeling of Spatial-Contextual Information in Very-High-Resolution Remote Sensing Images.
Proc. IEEE, 2013
Proc. IEEE, 2013
Proc. IEEE, 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
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Smooth spectral unmixing using total variation regularization and a first order roughness penalty.
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
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
The spectral-spatial classification of hyperspectral images based on Hidden Markov Random Field and its Expectation-Maximization.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach.
IEEE Trans. Image Process., 2012
A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
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
A spatial-spectral kernel-based approach for the classification of remote-sensing images.
Pattern Recognit., 2012
Proc. IEEE, 2012
IEEE Geosci. Remote. Sens. Lett., 2012
Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles.
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
Comput. Geosci., 2012
An efficient method for segmentation of images based on fractional calculus and natural selection.
Expert Syst. Appl., 2012
Spectral derivative features for supervised classification of remote sensing data: An experimental evaluation.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
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 new pansharpening method using an explicit image formation model regularized via Total Variation.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Hedges detection using local directional features and support vector data description.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Input-output-consistent domain adaptation algorithm for remote sensing data classification.
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 New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images.
Proceedings of the ICPRAM 2012, 2012
2011
IEEE Trans. Geosci. Remote. Sens., 2011
A Parallel Simulated Annealing Approach to Band Selection for High-Dimensional Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis.
IEEE Geosci. Remote. Sens. Lett., 2011
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution.
IEEE J. Sel. Top. Signal Process., 2011
IEEE J. Sel. Top. Signal Process., 2011
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques.
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
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers.
IEEE Trans. Syst. Man Cybern. Part B, 2010
Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images.
Pattern Recognit. Lett., 2010
Segmentation and classification of hyperspectral images using watershed transformation.
Pattern Recognit., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
A multiple classifier approach for spectral-spatial classification of hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Image fusion for classification of high resolution images based on mathematical morphology.
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
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques.
IEEE Trans. Geosci. Remote. Sens., 2009
IEEE Geosci. Remote. Sens. Lett., 2009
Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas.
EURASIP J. Adv. Signal Process., 2009
Impact of different morphological profiles on the classification accuracy of urban hyperspectral data.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Classification of hyperspectral images using automatic marker selection and Minimum Spanning Forest.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Classification based Marker Selection for Watershed Transform of Hyperspectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Speckle Reduction of SAR Images using Sure-based Adaptive Sigmoid Thresholding in the Wavelet Domain.
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
Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Band Selection for Hyperspectral Images based on Parallel Particle Swarm Optimization Schemes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images.
Proceedings of the International Conference on Image Processing, 2009
2008
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles.
IEEE Trans. Geosci. Remote. Sens., 2008
An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images.
IEEE Geosci. Remote. Sens. Lett., 2008
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation.
Neurocomputing, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Gradient Optimization for multiple kernel's parameters in support vector machines classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel.
Proceedings of the International Conference on Image Processing, 2008
2007
IEEE Trans. Geosci. Remote. Sens., 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Smoothing of fused spectral consistent satellite images with TV-based edge detection.
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
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
IEEE Trans. Geosci. Remote. Sens., 2006
Classification of remote sensing images from urban areas using a fuzzy possibilistic model.
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
Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Classification of hyperspectral data from urban areas based on extended morphological profiles.
IEEE Trans. Geosci. Remote. Sens., 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
Spectral consistent satellite image fusion: using a high resolution panchromatic and low resolution multi-spectral images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
2004
Exploiting spectral and spatial information in hyperspectral urban data with high resolution.
IEEE Geosci. Remote. Sens. Lett., 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Source based feature extraction for support vector machines in hyperspectral classification.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
Almost translation invariant wavelet transformations for speckle reduction of SAR images.
IEEE Trans. Geosci. Remote. Sens., 2003
IEEE Trans. Geosci. Remote. Sens., 2003
IEEE Trans. Geosci. Remote. Sens., 2003
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations.
IEEE Trans. Geosci. Remote. Sens., 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
Morphological transformations and feature extraction of urban data with high spectral and spatial resolution.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
Correction to "the effect of classifier agreement on the accuracy of the combined classifier in decision level fusion".
IEEE Trans. Geosci. Remote. Sens., 2002
IEEE Trans. Geosci. Remote. Sens., 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
An investigation of multiple self-organizing feature maps for classification of multisource data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
2001
The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion.
IEEE Trans. Geosci. Remote. Sens., 2001
A new approach for the morphological segmentation of high-resolution satellite imagery.
IEEE Trans. Geosci. Remote. Sens., 2001
Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data.
Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001
2000
Proceedings of the Multiple Classifier Systems, First International Workshop, 2000
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000
1999
IEEE Trans. Geosci. Remote. Sens., 1999
1997
1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
IEEE Trans. Geosci. Remote. Sens., 1995
1992