Jón Atli Benediktsson

Rector

Háskóli Íslands

Collaboration

Prof. Antonio J. Plaza, University of Extremadura, Spain
Prof. Lorenzo Bruzzone, University of Trento, Italy
Prof. Sebastiano B. Serpico, University of Genoa, Italy
Prof. Jocelyn Chanussot, Grenoble Institute of Tecnology, France
Prof. Uwe Stilla, TUM, Munich, Germany
Prof. Melba M. Crawford, Purdue University, W. Lafayette, Indiana, USA
Prof. Björn Waske, University of Berlin, Germany
Prof. Shutao Li, Hunan University, China
Dr. Jacqueline LeMoigne, NASA Goddard, USA
Dr. James C. Tilton, NASA Goddard, USA

Education

YearDegreeInstituteStudies
1990Ph.D.Purdue University, W. Lafayette, IndianaElectrical Engineering
1987M.S.E.E.Purdue University, W. Lafayette, IndianaM.S.E.E.
1984Cand. Scient,University of IcelandElectrical Engineering

Professional Experience

FromToTitleLocation
2015Rector/PresidentUniversity of Iceland
20092015Pro-Rector of Science and Academic AffairsUniversity of Iceland from Feb
20062009Director of Academic Development Rector's/President's OfficeUniversity of Iceland
20052008Member of Ad Hoc Graduate FacultyUniversity of Louisville Louisville
19992004ChairmanMetan Ltd
19992004Visiting ProfessorKingston University Kingston Upon Thames UK
19981998Visiting Scholar DTUDTU Lyngby Denmark
19981998Visiting Scientist at JRCJoint Research Centre (JRC), European Commission, Ispra, Italy
19911996On the academic staff of the University - Full Professor from 1996University of Iceland
19951995Visiting Scholar Purdue UniversityPurdue University, W. Lafayette, Indiana, USA
19861990Research AssistantSchool of Electrical Engineering and Laboratory for Application of Remote Sensing (LARS) Purdue University
19841985Employed by the Engineering Research InstituteUniversity of Iceland

Published Work

TitleYearPublication
Automatic Object-Oriented, Spectral-Spatial Feature Extraction Driven by Tobler’s First Law of Geography for Very High Resolution Aerial Imagery Classification2017Remote Sensing
A Stepwise Analytical Projected Gradient Descent Search for Hyperspectral Unmixing and Its Code Vectorization2017IEEE Transactions on Geoscience and Remote Sensing
Adaptive Spectral-Spatial Compression of Hyperspectral Image with Sparse Representation2017IEEE Transactions on Geoscience and Remote Sensing
Automatic Attribute Profiles2017IEEE Transactions on Image Processing
Automatic selection of molecular descriptors using random forest: Application to drug discovery2017Expert Systems with Applications
Developing a general post-classification framework for land-cover mapping improvement using high-spatial-resolution remote sensing imagery2017Remote Sensing Letters
Effective denoising and classification of hyperspectral images using curvelet transform and singular spectrum analysis2017IEEE Transactions on Geoscience and Remote Sensing
From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification2017IEEE Transactions on Geoscience and Remote Sensing
Hyperspectral Image Classification Using Principal Components-Based Smooth Ordering and Multiple 1-D Interpolation2017IEEE Transactions on Geoscience and Remote Sensing
Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation2017IEEE Transactions on Instrumentation and Measurement
Hyperspectral Image Classification with Rotation Random Forest Via KPCA2017IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Interactive multi-image colour visualization for hyperspectral imagery2017International Journal of Remote Sensing
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective2017IEEE Geoscience and Remote Sensing Letters
Random-walker-based collaborative learning for hyperspectral image classification2017IEEE Transactions on Geoscience and Remote Sensing
Novel Object-Based Filter for Improving Land-Cover Classification of Aerial Imagery with Very High Spatial Resolution2016Remote Sensing
A Generalized Image Scene Decomposition-Based System for Supervised Classification of Very High Resolution Remote Sensing Imagery2016Remote Sensing
A Novel Approach for Multispectral Satellite Image Classification Based on the Bat Algorithm2016IEEE Geoscience and Remote Sensing Letters
A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation2016IEEE Transactions on Geoscience and Remote Sensing
A novel hierarchical clustering technique based on splitting and merging2016International Journal of Image and Data Fusion
A novel semi-supervised learning framework for hyperspectral image classification2016International Journal of Wavelets, Multiresolution and Information Processing
A toolbox for unsupervised change detection analysis2016International Journal of Remote Sensing
Big Data for Remote Sensing: Challenges and Opportunities2016Proceedings of the IEEE
Big Data: Practical Applications [Scanning the Issue]2016Proceedings of the IEEE
Class-Separation-Based Rotation Forest for Hyperspectral Image Classification2016IEEE Geoscience and Remote Sensing Letters
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification2016IEEE Transactions on Geoscience and Remote Sensing
Computational Efficiency Active Learning for classification of hyperspectral images2016International Geoscience and Remote Sensing Symposium (IGARSS)
Extinction Profiles for the Classification of Remote Sensing Data2016IEEE Transactions on Geoscience and Remote Sensing
Extinction profiles: A novel approach for the analysis of remote sensing data2016International Geoscience and Remote Sensing Symposium (IGARSS)
Fjármögnun Háskóla Íslands2016Laeknabladid
Generalized Differential Morphological Profiles for Remote Sensing Image Classification2016IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Hyperspectral Data Classification Using Extended Extinction Profiles2016Ieee Geoscience and Remote Sensing Letters
Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation2016IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Hyperspectral data classification using extended extinction profiles2016IEEE Geoscience and Remote Sensing Letters
Jon Atli Benediktsson2016Laeknabladid
MTF-Based Deblurring Using a Wiener Filter for CS and MRA Pansharpening Methods2016IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Nonlinear Multiple Kernel Learning with Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification2016IEEE Transactions on Geoscience and Remote Sensing
One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images2016IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification2016IEEE Transactions on Geoscience and Remote Sensing
Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis2016IEEE Transactions on Geoscience and Remote Sensing
Region-based classification of remote sensing images with the morphological tree of shapes2016International Geoscience and Remote Sensing Symposium (IGARSS)
Remote Sensing Image Classification Using Attribute Filters Defined over the Tree of Shapes2016IEEE Transactions on Geoscience and Remote Sensing
SAR Image Despeckling Via Structural Sparse Representation2016Sensing and Imaging
Set-to-Set Distance-Based Spectral-Spatial Classification of Hyperspectral Images2016IEEE Transactions on Geoscience and Remote Sensing
Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation2016IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Spectral-Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising2016IEEE Transactions on Geoscience and Remote Sensing
Spectral-spatial hyperspectral image classification using subspace-based support vector machines and adaptive Markov random fields2016Remote Sensing
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery2016IEEE Transactions on Geoscience and Remote Sensing
Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis2016International Geoscience and Remote Sensing Symposium (IGARSS)
A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery2015IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification2015IEEE Transactions on Geoscience and Remote Sensing
A novel feature selection approach based on FODPSO and SVM2015IEEE Transactions on Geoscience and Remote Sensing
A survey on spectral-spatial classification techniques based on attribute profiles2015IEEE Transactions on Geoscience and Remote Sensing
An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia2015International Geoscience and Remote Sensing Symposium (IGARSS)
An interactive color visualization method with multi-image fusion for hyperspectral imagery2015International Geoscience and Remote Sensing Symposium (IGARSS)
Automatic morphological attribute profiles2015International Geoscience and Remote Sensing Symposium (IGARSS)
Automatic threshold selection for profiles of attribute filters based on granulometric characteristic functions2015Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing2015Proceedings of the IEEE
Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels2015IEEE Transactions on Geoscience and Remote Sensing
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state2015International Geoscience and Remote Sensing Symposium (IGARSS)
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images2015IEEE Geoscience and Remote Sensing Letters
Extended random walker-based classification of hyperspectral images2015IEEE Transactions on Geoscience and Remote Sensing
Feature selection based on hybridization of genetic algorithm and particle swarm optimization2015IEEE Geoscience and Remote Sensing Letters
Foreword to the Special Issue on Big Data in Remote Sensing2015IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images2015IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
High resolution visible image completion of urban region using corresponding hyperspectral image2015International Geoscience and Remote Sensing Symposium (IGARSS)
Intrinsic image decomposition for feature extraction of hyperspectral images2015IEEE Transactions on Geoscience and Remote Sensing
Land-cover classification using both hyperspectral and LiDAR data2015International Journal of Image and Data Fusion
MTF-deblurring preprocessing for CS and MRA pansharpening methods2015International Geoscience and Remote Sensing Symposium (IGARSS)
Mathematical morphology and its applications to signal and image processing: 12th international symposium, ISMM 2015 Reykjavik, Iceland, may 27–29, 2015 proceedings2015Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Model based pansharpening method based on TV and MTF deblurring2015International Geoscience and Remote Sensing Symposium (IGARSS)
Model-based fusion of multi-and hyperspectral images using PCA and wavelets2015IEEE Transactions on Geoscience and Remote Sensing
Multiple feature learning for hyperspectral image classification2015IEEE Transactions on Geoscience and Remote Sensing
On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods2015IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
On scalable data mining techniques for earth science2015Procedia Computer Science
Preface2015Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Processing high resolution images of urban areas with self-dual attribute filters20152015 Joint Urban Remote Sensing Event, JURSE 2015
Scalable developments for big data analytics in remote sensing2015International Geoscience and Remote Sensing Symposium (IGARSS)
Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles2015IEEE Transactions on Geoscience and Remote Sensing
Spectral–Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model2015IEEE Transactions on Geoscience and Remote Sensing
Wavelet-Based Classification of Hyperspectral Images Using Extended Morphological Profiles on Graphics Processing Units2015IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
A comparison of self-dual attribute profiles based on different filter rules for classification2014International Geoscience and Remote Sensing Symposium (IGARSS)
A new framework for hyperspectral image classification using multiple spectral and spatial features2014International Geoscience and Remote Sensing Symposium (IGARSS)
A study on the effectiveness of different independent component analysis algorithms for hyperspectral image classification2014IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Accurate point matching based on multi-objective Genetic Algorithm for multi-sensor satellite imagery2014Applied Mathematics and Computation
Advances in hyperspectral image classification: Earth monitoring with statistical learning methods2014IEEE Signal Processing Magazine
An ICA based approach to hyperspectral image feature reduction2014International Geoscience and Remote Sensing Symposium (IGARSS)
Automatic framework for spectral-spatial classification based on supervised feature extraction and morphological attribute profiles2014IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Automatic registration of multi-temporal remote sensing images based on nature-inspired techniques2014International Journal of Image and Data Fusion
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification2014Pattern Recognition Letters
Automatic spectral-spatial classification framework based on attribute profiles and supervised feature extraction2014IEEE Transactions on Geoscience and Remote Sensing
Extended random walkers for hyperspectral image classification2014International Geoscience and Remote Sensing Symposium (IGARSS)
Feature extraction of hyperspectral images with image fusion and recursive filtering2014IEEE Transactions on Geoscience and Remote Sensing
Feature selection of hyperspectral data by considering the integration of genetic algorithms and particle swarm optimization2014Proceedings of SPIE - The International Society for Optical Engineering
Fusion of hyperspectral and LiDAR data in classification of urban areas2014International Geoscience and Remote Sensing Symposium (IGARSS)
Hyperspectral image denoising using first order spectral roughness penalty in wavelet domain2014IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Integration of segmentation techniques for classification of hyperspectral images2014IEEE Geoscience and Remote Sensing Letters
Model based PCA/wavelet fusion of multispectral and hyperspectral images2014International Geoscience and Remote Sensing Symposium (IGARSS)
Morphological Profiles Based on Differently Shaped Structuring Elements for Classification of Images With Very High Spatial Resolution2014IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Multilevel image segmentation based on fractional-order darwinian particle swarm optimization2014IEEE Transactions on Geoscience and Remote Sensing
Multiple morphological profiles from multicomponent-base images for hyperspectral image classification2014IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Pansharpening Based on Intrinsic Image Decomposition2014Sensing and Imaging
Pansharpening with Matting Model2014IEEE Transactions on Geoscience and Remote Sensing
Remotely sensed image classification using sparse representations of morphological attribute profiles2014IEEE Transactions on Geoscience and Remote Sensing
Smart data analytics methods for remote sensing applications2014International Geoscience and Remote Sensing Symposium (IGARSS)
Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation2014Ieee Transactions on Geoscience and Remote Sensing
Spectral-spatial classification of hyperspectral images based on hidden markov random fields2014IEEE Transactions on Geoscience and Remote Sensing
Spectral-spatial classification of multispectral images using kernel feature space representation2014IEEE Geoscience and Remote Sensing Letters
Spectral-spatial hyperspectral classification via shape-adaptive sparse representation2014International Geoscience and Remote Sensing Symposium (IGARSS)
Spectral-spatial hyperspectral image classification via multiscale adaptive sparse representation2014IEEE Transactions on Geoscience and Remote Sensing
Spectral-spatial hyperspectral image classification with edge-preserving filtering2014IEEE Transactions on Geoscience and Remote Sensing
A novel technique for optimal feature selection in attribute profiles based on genetic algorithms2013IEEE Transactions on Geoscience and Remote Sensing
Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images2013Ieee Transactions on Image Processing
Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral images2013IEEE Transactions on Image Processing
Advances in spectral-spatial classification of hyperspectral images2013Proceedings of the IEEE
Advances in very-high-resolution remote sensing [Scanning the Issue]2013Proceedings of the IEEE
Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data2013Ieee Geoscience and Remote Sensing Letters
Automatic generation of standard deviation attribute profiles for spectral-spatial classification of remote sensing data2013IEEE Geoscience and Remote Sensing Letters
CLASSIFICATION OF HYPERSPECTRAL IMAGES WITH BINARY FRACTIONAL ORDER DARWINIAN PSO AND RANDOM FORESTS2013Image and Signal Processing For Remote Sensing Xix
Change detection in VHR images based on morphological attribute profiles2013IEEE Geoscience and Remote Sensing Letters
Classification of hyperspectral images with binary fractional order darwinian pso and random forests2013Proceedings of SPIE - The International Society for Optical Engineering
Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening2013Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Detection of hedges in a rural landscape using a local orientation feature: From linear opening to path opening2013IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Extraction of Spatial Features in Hyperspectral Images Based on the Analysis of Differential Attribute Profiles2013Image and Signal Processing For Remote Sensing Xix
Extraction of spatial features in hyperspectral images based on the analysis of differential attribute profiles2013Proceedings of SPIE - The International Society for Optical Engineering
Generalized Composite Kernel Framework for Hyperspectral Image Classification2013Ieee Transactions on Geoscience and Remote Sensing
Generalized composite kernel framework for hyperspectral image classification2013IEEE Transactions on Geoscience and Remote Sensing
Hyperspectral image denoising using a new linear model and Sparse Regularization2013International Geoscience and Remote Sensing Symposium (IGARSS)
Hyperspectral image restoration using wavelets2013Proceedings of SPIE - The International Society for Optical Engineering
Hyperspectral unmixing on GPUs and multi-core processors: A comparison2013IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Land-cover mapping by markov modeling of spatial-contextual information in very-high-resolution remote sensing images2013Proceedings of the IEEE
Pansharpening of remote sensing images with a matting model2013International Geoscience and Remote Sensing Symposium (IGARSS)
Pansharpening via sparsity optimization using overcomplete transforms2013International Geoscience and Remote Sensing Symposium (IGARSS)
Parsimonious Mahalanobis kernel for the classification of high dimensional data2013Pattern Recognition
Semisupervised self-learning for hyperspectral image classification2013IEEE Transactions on Geoscience and Remote Sensing
Smooth spectral unmixing using total variation regularization and a first order roughness penalty2013International Geoscience and Remote Sensing Symposium (IGARSS)
Sparse representation of hyperspectral data using CUR matrix decomposition2013International Geoscience and Remote Sensing Symposium (IGARSS)
Spectral derivative features for classification of hyperspectral remote sensing images: Experimental evaluation2013IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Spectral-spatial classification based on integrated segmentation2013International Geoscience and Remote Sensing Symposium (IGARSS)
The spectral-spatial classification of hyperspectral images based on Hidden Markov Random Field and its Expectation-Maximization2013International Geoscience and Remote Sensing Symposium (IGARSS)
Unsupervised methods for the classification of hyperspectral images with low spatial resolution2013Pattern Recognition
Wavelet based hyperspectral image restoration using spatial and spectral penalties2013Proceedings of SPIE - The International Society for Optical Engineering
A NEW PANSHARPENING METHOD USING AN EXPLICIT IMAGE FORMATION MODEL REGULARIZED VIA TOTAL VARIATION20122012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
A NOVEL SUPERVISED FEATURE SELECTION TECHNIQUE BASED ON GENETIC ALGORITHMS20122012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
A SMOOTH HYPERSPECTRAL UNMIXING METHOD USING CYCLIC DESCENT20122012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
A marker-based approach for the automated selection of a single segmentation from a hierarchical set of image segmentations2012IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
A new multiple classifier system for semi-supervised analysis of hyperspectral images2012ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods
A new pansharpening method using an explicit image formation model regularized via Total Variation2012International Geoscience and Remote Sensing Symposium (IGARSS)
A new parallel tool for classification of remotely sensed imagery2012Computers and Geosciences
A novel supervised feature selection technique based on genetic algorithms2012International Geoscience and Remote Sensing Symposium (IGARSS)
A smooth hyperspectral unmixing method using cyclic descent2012International Geoscience and Remote Sensing Symposium (IGARSS)
A spatial-spectral kernel-based approach for the classification of remote-sensing images2012Pattern Recognition
An efficient method for segmentation of images based on fractional calculus and natural selection2012Expert Systems with Applications
Automatic extraction of ellipsoidal features for planetary image registration2012IEEE Geoscience and Remote Sensing Letters
CLASSIFICATION OF HYPERSPECTRAL IMAGES BASED ON WEIGHTED DMPs20122012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
COMPARISON OF ITPCA AND IRMAD FOR AUTOMATIC CHANGE DETECTION USING INITIAL CHANGE MASK20122012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
Classification of hyperspectral data using extended attribute profiles based on supervised and unsupervised feature extraction techniques2012International Journal of Image and Data Fusion
Classification of hyperspectral images based on weighted DMPS2012International Geoscience and Remote Sensing Symposium (IGARSS)
Classification of pansharpened urban satellite images2012IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Classification of remote sensing optical and LiDAR data using Extended Attribute Profiles2012IEEE Journal on Selected Topics in Signal Processing
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask2012International Geoscience and Remote Sensing Symposium (IGARSS)
Detection of hedges based on attribute filters2012Proceedings of SPIE - The International Society for Optical Engineering
Extending the fractional order darwinian particle swarm optimization to segmentation of hyperspectral images2012Proceedings of SPIE - The International Society for Optical Engineering
HEDGES DETECTION USING LOCAL DIRECTIONAL FEATURES AND SUPPORT VECTOR DATA DESCRIPTION20122012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
HYPERSPECTRAL IMAGE DENOISING USING 3D WAVELETS20122012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
Hedges detection using local directional features and support vector data description2012International Geoscience and Remote Sensing Symposium (IGARSS)
Hyperspectral image denoising using 3D wavelets2012International Geoscience and Remote Sensing Symposium (IGARSS)
INPUT-OUTPUT-CONSISTENT DOMAIN ADAPTATION ALGORITHM FOR REMOTE SENSING DATA CLASSIFICATION20122012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
Input-output-consistent domain adaptation algorithm for remote sensing data classification2012International Geoscience and Remote Sensing Symposium (IGARSS)
Linear versus nonlinear PCA for the classification of hyperspectral data based on the extended morphological profiles2012IEEE Geoscience and Remote Sensing Letters
Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images2012Proceedings of the 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing: From Earth Observation to Homeland Security, TyWRRS 2012
Retrieval of the height of buildings from worldView-2 multi-angular imagery using attribute filters and geometric invariant moments2012IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
SAR IMAGE DENOISING USING TOTAL VARIATION BASED REGULARIZATION WITH SURE-BASED OPTIMIZATION OF THE REGULARIZATION PARAMETER20122012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter2012International Geoscience and Remote Sensing Symposium (IGARSS)
Spectral derivative features for supervised classification of remote sensing data: An experimental evaluation2012Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Spectral unmixing of multispectral satellite images with dimensionality expansion using morphological profiles2012Proceedings of SPIE - The International Society for Optical Engineering
Spectral-spatial classification of hyperspectral data based on a stochastic minimum spanning forest approach2012IEEE Transactions on Image Processing
Very High-resolution remote sensing: Challenges and opportunities [point of view]2012Proceedings of the IEEE
Welcome from GRSS president2012International Geoscience and Remote Sensing Symposium (IGARSS)
A GENERAL APPROACH TO THE SPATIAL SIMPLIFICATION OF REMOTE SENSING IMAGES BASED ON MORPHOLOGICAL CONNECTED FILTERS20112011 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
A Parallel Simulated Annealing Approach to Band Selection for High-Dimensional Remote Sensing Images2011IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
A STOCHASTIC MINIMUM SPANNING FOREST APPROACH FOR SPECTRAL-SPATIAL CLASSIFICATION OF HYPERSPECTRAL IMAGES20112011 18th Ieee International Conference on Image Processing (Icip)
A general approach to the spatial simplification of remote sensing images based on morphological connected filters2011International Geoscience and Remote Sensing Symposium (IGARSS)
A stochastic minimum spanning forest approach for spectral-spatial classification of hyperspectral images2011Proceedings - International Conference on Image Processing, ICIP
CLASSIFICATION USING EXTENDED MORPHOLOGICAL ATTRIBUTE PROFILES BASED ON DIFFERENT FEATURE EXTRACTION TECHNIQUES20112011 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis2011IEEE Geoscience and Remote Sensing Letters
Classification using extended morphological attribute profiles based on different feature extraction techniques2011International Geoscience and Remote Sensing Symposium (IGARSS)
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification2011Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Foreword2011Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Fusion of hyperspectral and lidar data using morphological attribute profiles2011Proceedings of SPIE - The International Society for Optical Engineering
Greetings from GRSS president2011International Geoscience and Remote Sensing Symposium (IGARSS)
HYPERSPECTRAL CHANGE DETECTION USING IR-MAD AND FEATURE REDUCTION20112011 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
Hierarchical analysis of remote sensing data: Morphological attribute profiles and binary partition trees2011Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Hyperspectral change detection using IR-MAD and feature reduction2011International Geoscience and Remote Sensing Symposium (IGARSS)
Hyperspectral change detection with IR-MAD and initial change mask2011Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Hyperspectral image classification with Independent component discriminant analysis2011IEEE Transactions on Geoscience and Remote Sensing
IMAGE REGISTRATION FOR REMOTE SENSING Foreword2011Image Registration For Remote Sensing
Introduction to the Issue on advances in remote sensing image processing2011IEEE Journal on Selected Topics in Signal Processing
Joint spectral classification and unmixing using adaptative pixel neighborhoods2011Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
MAHALANOBIS KERNEL BASED ON PROBABILISTIC PRINCIPAL COMPONENT20112011 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
MARKER-BASED HIERARCHICAL SEGMENTATION AND CLASSIFICATION APPROACH FOR HYPERSPECTRAL IMAGERY20112011 Ieee International Conference on Acoustics, Speech, and Signal Processing
Mahalanobis kernel based on probabilistic principal component2011International Geoscience and Remote Sensing Symposium (IGARSS)
Marker-based hierarchical segmentation and classification approach for hyperspectral imagery2011ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SCALABLE SEMI-SUPERVISED CLASSIFICATION OF HYPERSPECTRAL REMOTE SENSING DATA WITH SPECTRAL AND SPATIAL INFORMATION20112011 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information2011International Geoscience and Remote Sensing Symposium (IGARSS)
Self-dual attribute profiles for the analysis of remote sensing images2011Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Spectral unmixing for the classification of hyperspectral images at a finer spatial resolution2011IEEE Journal on Selected Topics in Signal Processing
Spectral-spatial classification of polarimetric SAR data using morphological attribute profiles2011Proceedings of SPIE - The International Society for Optical Engineering
Spectral-spatial classification of polarimetric SAR data using morphological profiles20112011 3rd International Asia-Pacific Conference on Synthetic Aperture Radar, APSAR 2011
The Evolution of the Morphological Profile: from Panchromatic to Hyperspectral Images2011Optical Remote Sensing: Advances in Signal Processing and Exploitation Techniques
UNSUPERVISED CLASSIFICATION AND SPECTRAL UNMIXING FOR SUB-PIXEL LABELLING20112011 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR20112011 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
Unsupervised Change Detection in Multitemporal Images of the Human Retina2011Multi Modality State-of-the-Art Medical Image Segmentation and Registration Methodologies, Vol 1
Unsupervised classification and spectral unmixing for sub-pixel labelling2011International Geoscience and Remote Sensing Symposium (IGARSS)
Urban area product simulation for the EnMap hyperspectral sensor2011International Geoscience and Remote Sensing Symposium (IGARSS)
A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data2010International Journal of Image and Data Fusion
A multiple classifier approach for spectral-spatial classification of hyperspectral data2010International Geoscience and Remote Sensing Symposium (IGARSS)
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images2010Pattern Recognition Letters
Alternating sequential filters with morphological attribute operators for the analysis of remote sensing images2010Proceedings of SPIE - The International Society for Optical Engineering
Classification of hyperspectral images by using morphological attribute filters and independent component analysis20102nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010 - Workshop Program
Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques2010International Geoscience and Remote Sensing Symposium (IGARSS)
Crater detection based on marked point processes2010International Geoscience and Remote Sensing Symposium (IGARSS)
Extended profiles with morphological attribute filters for the analysis of hyperspectral data2010International Journal of Remote Sensing
Image fusion for classification of high resolution images based on mathematical morphology2010International Geoscience and Remote Sensing Symposium (IGARSS)
Independent component discriminant analysis for hyperspectral image classification20102nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010 - Workshop Program
Multiple spectral spatial classification approach for hyperspectral data2010IEEE Transactions on Geoscience and Remote Sensing
On the influence of feature reduction for the classification of hyperspectral images based on the extended morphological profile2010International Journal of Remote Sensing
SVM- and MRF-based method for accurate classification of hyperspectral images2010IEEE Geoscience and Remote Sensing Letters
Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers2010IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Segmentation and classification of hyperspectral images using watershed transformation2010Pattern Recognition
Sensitivity of support vector machines to random feature selection in classification of hyperspectral data2010IEEE Transactions on Geoscience and Remote Sensing
Study on the capabilities of morphological attribute profiles in change detection on VHR images2010Proceedings of SPIE - The International Society for Optical Engineering
Super-Resolution: An efficient method to improve spatial resolution of hyperspectral images2010International Geoscience and Remote Sensing Symposium (IGARSS)
Supervised super-resolution to improve the resolution of hyperspectral images classification maps2010Proceedings of SPIE - The International Society for Optical Engineering
Algorithms and applications for land cover classification - A review2009Geospatial Technology for Earth Observation
Automatic Change Detection of Retinal Images2009World Congress on Medical Physics and Biomedical Engineering, Vol 25, Pt 11
Automatic change detection of retinal images2009IFMBE Proceedings
Automatic extraction of planetary image features2009Proceedings - 2009 3rd IEEE International Conference on Space Mission Challenges for Information Technology, SMC-IT 2009
Band Selection for Hyperspectral Images Based on Parallel Particle Swarm Optimization Schemes20092009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5
Band selection for hyperspectral images based on parallel particle swarm optimization schemes2009International Geoscience and Remote Sensing Symposium (IGARSS)
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Directional mathematical morphology for the detection of the road network in very high resolution remote sensing images2009Proceedings - International Conference on Image Processing, ICIP
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Ensemble classification algorithm for hyperspectral remote sensing data2009IEEE Geoscience and Remote Sensing Letters
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Ensemble strategies for classifying hyperspectral remote sensing data2009Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
FUSION OF MULTISOURCE DATA SETS FROM AGRICULTURAL AREAS FOR IMPROVED LAND COVER CLASSIFICATION20092009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5
Fusion of multisource data sets from agricultural areas for improved land cover classification2009International Geoscience and Remote Sensing Symposium (IGARSS)
Glaucoma filtration surgery and retinal oxygen saturation2009Investigative Ophthalmology and Visual Science
Hierarchical Ensemble Support Cluster Machine2009Multiple Classifier Systems, Proceedings
Hierarchical ensemble support cluster machine2009Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Impact of different morphological profiles on the classification accuracy of urban hyperspectral data2009WHISPERS '09 - 1st Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing
KERNEL PRINCIPAL COMPONENT ANALYSIS FOR THE CONSTRUCTION OF THE EXTENDED MORPHOLOGICAL PROFILE20092009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5
Kernel principal component analysis for the classification of hyperspectral remote sensing data over urban areas2009Eurasip Journal on Advances in Signal Processing
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface2009Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
MORPHOLOGICAL ATTRIBUTE FILTERS FOR THE ANALYSIS OF VERY HIGH RESOLUTION REMOTE SENSING IMAGES20092009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5
Machine Learning Techniques in Remote Sensing Data Analysis2009Kernel Methods for Remote Sensing Data Analysis
Mapping of hyperspectral AVIRIS data using machine-learning algorithms2009Canadian Journal of Remote Sensing
Mapping of hyperspectral AVIRIS data using machine-learning algorithms2009Canadian Journal of Remote Sensing
Modeling structural information for building extraction with morphological attribute filters2009Proceedings of SPIE - The International Society for Optical Engineering
Morphological attribute filters for the analysis of very high resolution remote sensing images2009International Geoscience and Remote Sensing Symposium (IGARSS)
ON THE USE OF ICA FOR HYPERSPECTRAL IMAGE ANALYSIS20092009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5
On the use of ICA for hyperspectral image analysis2009International Geoscience and Remote Sensing Symposium (IGARSS)
Recent advances in techniques for hyperspectral image processing2009Remote Sensing of Environment
SPECKLE REDUCTION OF SAR IMAGES USING SURE-BASED ADAPTIVE SIGMOID THRESHOLDING IN THE WAVELET DOMAIN20092009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5
SPECKLE REDUCTION OF TERRASAR-X IMAGERY USING TV SEGMENTATION20092009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5
Speckle reduction of SAR images using SURE-based adaptive sigmoid thresholding in the wavelet domain2009International Geoscience and Remote Sensing Symposium (IGARSS)
Speckle reduction of TerraSAR-X imagery using TV segmentation2009International Geoscience and Remote Sensing Symposium (IGARSS)
Spectral-spatial analysis in hyperspectral remote sensing: From morphological profiles to classified segmentation2009Proceedings of SPIE - The International Society for Optical Engineering
Spectral-spatial classification of hyperspectral imagery based on partitional clustering techniques2009IEEE Transactions on Geoscience and Remote Sensing
AUTOMATIC REGISTRATION OF RETINA IMAGES BASED ON GENETIC TECHNIQUES20082008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vols 1-8
Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel2008Proceedings - International Conference on Image Processing, ICIP
An unsupervised technique based on morphological filters for change detection in very high resolution images2008IEEE Geoscience and Remote Sensing Letters
Automatic registration of retina images based on genetic techniques2008Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
Automatic registration of retina images based on genetic techniques.2008Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
Cluster-based ensemble classification for hyperspectral remote sensing images2008International Geoscience and Remote Sensing Symposium (IGARSS)
Combined wavelet and contourlet denoising of SAR images2008International Geoscience and Remote Sensing Symposium (IGARSS)
Ensemble methods for classification of hyperspectral data2008International Geoscience and Remote Sensing Symposium (IGARSS)
Gradient optimization for multiple kernel's parameters in support vector machines classification2008International Geoscience and Remote Sensing Symposium (IGARSS)
IEEE Transactions on Geoscience and Remote Sensing: Editorial2008IEEE Transactions on Geoscience and Remote Sensing
Michael J. Barnsley2008Ieee Transactions on Geoscience and Remote Sensing
Model-based satellite image fusion2008IEEE Transactions on Geoscience and Remote Sensing
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation2008Neurocomputing
Segmentation and classification of hyperspectral data using watershed2008International Geoscience and Remote Sensing Symposium (IGARSS)
Semi-supervised classifier ensembles for classifying remote sensing data2008International Geoscience and Remote Sensing Symposium (IGARSS)
Shadow Extraction2008Seventh International Workshop on Information Optics
Shadow extraction2008Journal of Physics: Conference Series
Speckle reduction of SAR images in the bandlet domain2008International Geoscience and Remote Sensing Symposium (IGARSS)
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles2008IEEE Transactions on Geoscience and Remote Sensing
Spectrally consistent pansharpening2008Advances in Land Remote Sensing: System, Modeling, Inversion and Application
Spectrally consistent pansharpening2008Advances in Land Remote Sensing: System, Modeling, Inversion and Application
Untitled2008Ieee Transactions on Geoscience and Remote Sensing
A joint spatial and spectral SVM's classification of panchromatic images2007Igarss: 2007 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-12
A joint spatial and spectral SVM's classification of panchromatic images2007International Geoscience and Remote Sensing Symposium (IGARSS)
A novel technique based on morphological filters for change detection in optical remote sensing images20076th International Workshop on Information Optics (Wio '07)
Automatic retinal oximetry20076th International Workshop on Information Optics (Wio '07)
Combined curvelet and wavelet denoising2007Proceedings of the 7th Nordic Signal Processing Symposium, NORSIG 2006
Combined wavelet and curvelet denoising of SAR images using TV segmentation2007International Geoscience and Remote Sensing Symposium (IGARSS)
European perspectives in hyperspectral data analysis2007Igarss: 2007 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-12
European perspectives in hyperspectral data analysis2007International Geoscience and Remote Sensing Symposium (IGARSS)
Feature selection for morphological feature extraction using random forests2007Proceedings of the 7th Nordic Signal Processing Symposium, NORSIG 2006
Feature selection for morphological feature extraction using random forests2007Proceedings of the 7th Nordic Signal Processing Symposium, NORSIG 2006
Fusion of support vector machines for classification of multisensor data2007IEEE Transactions on Geoscience and Remote Sensing
Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas2007Igarss: 2007 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-12
Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas2007International Geoscience and Remote Sensing Symposium (IGARSS)
HYPER-I-NET: European research network on hyperspectral Imaging2007Igarss: 2007 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-12
HYPER-I-NET: European research network on hyperspectral imaging2007International Geoscience and Remote Sensing Symposium (IGARSS)
How transferable are spatial features for the classification of very high resolution remote sensing data?20072007 Urban Remote Sensing Joint Event, URS
Kernel principal component analysis for feature reduction in hyperspectrale images analysis2007Proceedings of the 7th Nordic Signal Processing Symposium, NORSIG 2006
Multiple classifier systems in remote sensing: From basics to recent developments2007Multiple Classifier Systems, Proceedings
Multiple classifier systems in remote sensing: from basics to recent developments2007Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
On spatial priors for satellite image fusion2007International Geoscience and Remote Sensing Symposium (IGARSS)
Smoothing of fused spectral consistent satellite images with TV-based edge detection2007Igarss: 2007 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-12
Smoothing of fused spectral consistent satellite images with TV-based edge detection2007International Geoscience and Remote Sensing Symposium (IGARSS)
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles2007Igarss: 2007 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-12
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles2007International Geoscience and Remote Sensing Symposium (IGARSS)
Spectrally consistent satellite image fusion with improved image priors2007Proceedings of the 7th Nordic Signal Processing Symposium, NORSIG 2006
The physical meaning of independent components and artifact removal of hyperspectral data from mars using ICA2007Proceedings of the 7th Nordic Signal Processing Symposium, NORSIG 2006
Unsupervised change-detection in color fundus images of the human retina2007Proceedings of the 7th Nordic Signal Processing Symposium, NORSIG 2006
A combined support vector machines classification based on decision fusion2006International Geoscience and Remote Sensing Symposium (IGARSS)
Advanced processing of hyperspectral images2006International Geoscience and Remote Sensing Symposium (IGARSS)
Automatic retinal oximetry2006Investigative Ophthalmology and Visual Science
Classification of remote sensing images from urban areas using a fuzzy possibilistic model2006Ieee Geoscience and Remote Sensing Letters
Classification of remote sensing images from urban areas using a fuzzy possibilistic model2006IEEE Geoscience and Remote Sensing Letters
Combined curvelet and wavelet denoising20062006 7th Nordic Signal Processing Symposium
Decision Fusion for Hyperspectral Classification2006Hyperspectral Data Exploitation: Theory and Applications
Decision fusion for the classification of urban remote sensing images2006IEEE Transactions on Geoscience and Remote Sensing
Evaluation of kernels for multiclass classification of hyperspectral remote sensing data20062006 IEEE International Conference on Acoustics, Speech and Signal Processing, Vols 1-13
Evaluation of kernels for multiclass classification of hyperspectral remote sensing data2006ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Feature selection for morphological feature extraction using random forests20062006 7th Nordic Signal Processing Symposium
Fusion of morphological and spectral information for classification of hyperspectal urban remote sensing data2006International Geoscience and Remote Sensing Symposium (IGARSS)
HySenS data exploitation for urban land cover analysis2006Annals of Geophysics
HySenS data exploitation for urban land cover analysis2006Annals of Geophysics
Kernel principal component analysis for feature reduction in hyperspectrale images analysis20062006 7th Nordic Signal Processing Symposium
Random forests for land cover classification2006Pattern Recognition Letters
Smoothing of fused spectral consistent satellite images2006International Geoscience and Remote Sensing Symposium (IGARSS)
Spectrally consistent satellite image fusion with improved image priors20062006 7th Nordic Signal Processing Symposium
The physical meaning of independent components and artifact removal of hyperspectral data from mars using ICA20062006 7th Nordic Signal Processing Symposium
Unsupervised change-detection in color fundus images of the human retina20062006 7th Nordic Signal Processing Symposium
Classification of hyperspectral ROSIS data from urban areas2005RAST 2005: Proceedings of the 2nd International Conference on Recent Advances in Space Technologies
Classification of hyperspectral ROSIS data from urban areas2005RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies
Classification of hyperspectral data from urban areas based on extended morphological profiles2005IEEE Transactions on Geoscience and Remote Sensing
Classification of hyperspectral data from urban areas using morpholgical preprocessing and independent component analysis2005IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings
Classification of hyperspectral data from urban areas using morpholgical preprocessing and independent component analysis2005International Geoscience and Remote Sensing Symposium (IGARSS)
Classification of remote sensing imagery with high spatial resolution2005Proceedings of SPIE - The International Society for Optical Engineering
Fusion of methods for the classification of remote sensing images from Urban areas2005International Geoscience and Remote Sensing Symposium (IGARSS)
Fusion of methods for the classification of remote sensing images from urban areas2005IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings
Random forest classifiers for hyperspectral data2005IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings
Random forest classifiers for hyperspectral data2005International Geoscience and Remote Sensing Symposium (IGARSS)
Spectral consistent satellite image fusion: Using a high resolution panchromatic and low resolution multi-spectral images2005IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings
Spectral consistent satellite image fusion: Using a high resolution panchromatic and low resolution multi-spectral images2005International Geoscience and Remote Sensing Symposium (IGARSS)
Street tracking based on SAR data from Urban areas2005International Geoscience and Remote Sensing Symposium (IGARSS)
Street tracking based on SAR data from urban areas2005IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings
Translation invariant combined denoising algorithm2005Proceedings - IEEE International Symposium on Circuits and Systems
Automatic selection of measurement points in multispectral fundus images for retinal oximetry2004Investigative Ophthalmology & Visual Science
Classification of remote sensing images from urban areas using a fuzzy model2004Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7
Classification of remote sensing images from urban areas using a fuzzy model2004International Geoscience and Remote Sensing Symposium (IGARSS)
Combined wavelet and curvelet denoising of SAR images2004Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7
Combined wavelet and curvelet denoising of SAR images2004International Geoscience and Remote Sensing Symposium (IGARSS)
Decision level fusion in classification of hyperspectral data from urban areas2004Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7
Decision level fusion in classification of hyperspectral data from urban areas2004International Geoscience and Remote Sensing Symposium (IGARSS)
Exploiting spectral and spatial information in hyperspectral urban data with high resolution2004IEEE Geoscience and Remote Sensing Letters
Morphological pre-processing for classification of hyperspectral data from urban areas20042003 Ieee Workshop on Advances in Techniques For Analysis of Remotely Sensed Data
Morphological pre-processing for classification of hyperspectral data from urban areas20042003 IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data
Random forest classification of multisource remote sensing and geographic data2004Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7
Random forest classification of multisource remote sensing and geographic data2004International Geoscience and Remote Sensing Symposium (IGARSS)
Source based feature extraction for support vector machines in hyperspectral classification2004Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7
Source based feature extraction for support vector machines in hyperspectral classification2004International Geoscience and Remote Sensing Symposium (IGARSS)
Spectrophotometric retinal oximetry of retinal arterioles and venules.2004Investigative Ophthalmology & Visual Science
Time invariant curvelet denoising2004Norsig 2004: Proceedings of the 6th Nordic Signal Processing Symposium
Time invariant curvelet denoising2004Report - Helsinki University of Technology, Signal Processing Laboratory
Almost translation invariant wavelet transformations for speckle reduction of SAR images2003IEEE Transactions on Geoscience and Remote Sensing
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations2003IEEE Transactions on Geoscience and Remote Sensing
Data fusion and feature extraction in the wavelet domain2003International Journal of Remote Sensing
Foreword to the special issue on urban remote sensing by satellite2003IEEE Transactions on Geoscience and Remote Sensing
IEE Transaction on Geoscience and Remote Sensing: Editorial2003IEEE Transactions on Geoscience and Remote Sensing
IEEE Transactions on Geoscience and Remote Sensing: Editorial2003IEEE Transactions on Geoscience and Remote Sensing
Morphological Transformations and Feature Extraction for Urban Data with High Spectral and Spatial Resolution2003International Geoscience and Remote Sensing Symposium (IGARSS)
Morphological transformations and feature extraction for urban data with high spectral and spatial resolution2003Igarss 2003: Ieee International Geoscience and Remote Sensing Symposium, Vols I - Vii, Proceedings
Multisource remote sensing data classification based on consensus and pruning2003IEEE Transactions on Geoscience and Remote Sensing
On the use of morphological altemated sequential filters for the classification of remote sensing images from urban areas2003Igarss 2003: Ieee International Geoscience and Remote Sensing Symposium, Vols I - Vii, Proceedings
On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas2003International Geoscience and Remote Sensing Symposium (IGARSS)
Speckle Reduction of SAR Images using Adaptive Curvelet Domain2003International Geoscience and Remote Sensing Symposium (IGARSS)
Speckle reduction of SAR images using adaptive curvelet domain2003Igarss 2003: Ieee International Geoscience and Remote Sensing Symposium, Vols I - Vii, Proceedings
Support Vector Machines in Multisource Classification2003International Geoscience and Remote Sensing Symposium (IGARSS)
Support vector machines in multisource classification2003Igarss 2003: Ieee International Geoscience and Remote Sensing Symposium, Vols I - Vii, Proceedings
Wavelet Footprints for Speckle Reduction of SAR Images2003International Geoscience and Remote Sensing Symposium (IGARSS)
Wavelet footprints for speckle reduction of SAR images2003Igarss 2003: Ieee International Geoscience and Remote Sensing Symposium, Vols I - Vii, Proceedings
An investigation of multiple self-organizing feature maps for classification of multisource data2002Igarss 2002: Ieee International Geoscience and Remote Sensing Symposium and 24th Canadian Symposium on Remote Sensing, Vols I-Vi, Proceedings
An investigation of multiple self-organizing feature maps for classification of multisource data2002International Geoscience and Remote Sensing Symposium (IGARSS)
Double density wavelet transformation for speckle reduction of SAR images2002Igarss 2002: Ieee International Geoscience and Remote Sensing Symposium and 24th Canadian Symposium on Remote Sensing, Vols I-Vi, Proceedings
Double density wavelet transformation for speckle reduction of SAR images2002International Geoscience and Remote Sensing Symposium (IGARSS)
Erratum: Correction to "the effect of classifier agreement on the accuracy of the combined classifier in decision level fusion" (IEEE transactions on geoscience and remote sensing)2002IEEE Transactions on Geoscience and Remote Sensing
Morphological profiles used for classification of data from urban areas2002Igarss 2002: Ieee International Geoscience and Remote Sensing Symposium and 24th Canadian Symposium on Remote Sensing, Vols I-Vi, Proceedings
Morphological profiles used for classification of data from urban areas2002International Geoscience and Remote Sensing Symposium (IGARSS)
Multiple classifiers applied to multisource remote sensing data2002IEEE Transactions on Geoscience and Remote Sensing
Review of applications of wavelets in speckle reduction and enhancement of SAR images2002Proceedings of SPIE - The International Society for Optical Engineering
Speckle reduction of SAR images in the curvelet domain2002Igarss 2002: Ieee International Geoscience and Remote Sensing Symposium and 24th Canadian Symposium on Remote Sensing, Vols I-Vi, Proceedings
Speckle reduction of SAR images in the curvelet domain2002International Geoscience and Remote Sensing Symposium (IGARSS)
The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion (vol 39, pg 2539, 2001)2002Ieee Transactions on Geoscience and Remote Sensing
Wavelet feature extraction and genetic feature selection for multisource data2002Igarss 2002: Ieee International Geoscience and Remote Sensing Symposium and 24th Canadian Symposium on Remote Sensing, Vols I-Vi, Proceedings
Wavelet feature extraction and genetic feature selection for multisource data2002International Geoscience and Remote Sensing Symposium (IGARSS)
A new approach for the morphological segmentation of high-resolution satellite imagery2001Ieee Transactions on Geoscience and Remote Sensing
A new approach for the morphological segmentation of high-resolution satellite imagery2001IEEE Transactions on Geoscience and Remote Sensing
Boosting, bagging, and consensus based classification of multisource remote sensing data2001Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Cluster-based feature extraction and data fusion in the wavelet domain2001Igarss 2001: Scanning the Present and Resolving the Future, Vols 1-7, Proceedings
Cluster-based feature extraction and data fusion in the wavelet domain2001International Geoscience and Remote Sensing Symposium (IGARSS)
Feature extraction and classification of urban high-resolution satellite imagery based on morphological preporcessing2001Igarss 2001: Scanning the Present and Resolving the Future, Vols 1-7, Proceedings
Feature extraction and classification of urban high-resolution satellite imagery based on morphological preporcessing2001International Geoscience and Remote Sensing Symposium (IGARSS)
Speckle reduction of SAR images in the complex wavelet domain2001Igarss 2001: Scanning the Present and Resolving the Future, Vols 1-7, Proceedings
Speckle reduction of SAR images in the complex wavelet domain2001International Geoscience and Remote Sensing Symposium (IGARSS)
The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion2001Ieee Transactions on Geoscience and Remote Sensing
The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion2001IEEE Transactions on Geoscience and Remote Sensing
The use of morphological profiles in classification of data from urban areas2001IEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, DFUA 2001
Use of multiple classifiers in classification of data from multiple data sources2001Igarss 2001: Scanning the Present and Resolving the Future, Vols 1-7, Proceedings
Use of multiple classifiers in classification of data from multiple data sources2001International Geoscience and Remote Sensing Symposium (IGARSS)
Absolute neuro-fuzzy classification of remote sensing data2000Igarss 2000: Ieee 2000 International Geoscience and Remote Sensing Symposium, Vol I - Vi, Proceedings
Absolute neuro-fuzzy classification of remote sensing data2000International Geoscience and Remote Sensing Symposium (IGARSS)
Classification of urban high-resolution satellite imagery using morphological and neural approaches2000International Geoscience and Remote Sensing Symposium (IGARSS)
Consensus based classification of multisource remote sensing data2000Multiple Classifier Systems
Consensus based classification of multisource remote sensing data2000Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Data fusion and feature extraction using tree structured filter banks2000Igarss 2000: Ieee 2000 International Geoscience and Remote Sensing Symposium, Vol I - Vi, Proceedings
Data fusion and feature extraction using tree structured filter banks2000International Geoscience and Remote Sensing Symposium (IGARSS)
Effect of correlation on the accuracy of the combined classifier in decision level fusion2000International Geoscience and Remote Sensing Symposium (IGARSS)
Image segmentation based on the derivative of the morphological profile2000Mathematical Morphology and Its Applications To Image and Signal Processing
Speckle reduction of SAR images using wavelet-domain hidden Markov models2000Igarss 2000: Ieee 2000 International Geoscience and Remote Sensing Symposium, Vol I - Vi, Proceedings
Speckle reduction of SAR images using wavelet-domain hidden Markov models2000International Geoscience and Remote Sensing Symposium (IGARSS)
The effect of correlation on the accuracy of the combined classifier in decision level fusion2000Igarss 2000: Ieee 2000 International Geoscience and Remote Sensing Symposium, Vol I - Vi, Proceedings
Classification of multisource and hyperspectral data based on decision fusion1999Ieee Transactions on Geoscience and Remote Sensing
Classification of multisource and hyperspectral data based on decision fusion1999IEEE Transactions on Geoscience and Remote Sensing
Decision level fusion of multitype data1999International Geoscience and Remote Sensing Symposium (IGARSS)
Hybrid consensus theoretic classification with pruning and regularization1999International Geoscience and Remote Sensing Symposium (IGARSS)
Multiple wavelet transforms for speckle reduction of SAR images1999International Geoscience and Remote Sensing Symposium (IGARSS)
Neuro-fuzzy and soft computing in classification of remote sensing data1999Proceedings of SPIE - The International Society for Optical Engineering
Neuro-fuzzy and soft computing in classification of remote sensing data.1999Image and Signal Processing For Remote Sensing V
Special issue on data fusion - Introduction1999Ieee Transactions on Geoscience and Remote Sensing
Speckle reduction and enhancement of SAR images using multiwavelets and adaptive thresholding1999Image and Signal Processing For Remote Sensing V
Speckle reduction and enhancement of SAR images using multiwavelets and adaptive thresholding1999Proceedings of SPIE - The International Society for Optical Engineering
An extension of parametric decision boundary feature extraction (DBFE) for classification of hyperdimensional data1998Igarss '98 - 1998 International Geoscience and Remote Sensing Symposium, Proceedings Vols 1-5
Classification and integration of multitype data1998International Geoscience and Remote Sensing Symposium (IGARSS)
Classification and integration of multitype data1998Igarss '98 - 1998 International Geoscience and Remote Sensing Symposium, Proceedings Vols 1-5
Extension of parametric decision boundary feature extraction (DBFE) for classification of hyperdimensional data1998International Geoscience and Remote Sensing Symposium (IGARSS)
Feature extraction based on LOOC estimation1998Igarss '98 - 1998 International Geoscience and Remote Sensing Symposium, Proceedings Vols 1-5
Feature extraction based on LOOC estimation1998International Geoscience and Remote Sensing Symposium (IGARSS)
Optimized combination, regularization, and pruning in Parallel Consensual Neural Networks1998Image and Signal Processing For Remote Sensing Iv
Translation invariant wavelets for speckle reduction of SAR images1998Igarss '98 - 1998 International Geoscience and Remote Sensing Symposium, Proceedings Vols 1-5
Translation invariant wavelets for speckle reduction of SAR images1998International Geoscience and Remote Sensing Symposium (IGARSS)
Cancellation of nonlinear intersymbol interference in voiceband communication channels19971997 Ieee Pacific Rim Conference on Communications, Computers and Signal Processing, Vols 1 and 2
Cancellation of nonlinear intersymbol interference in voiceband communication channels1997IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings
Classification and feature extraction of hyperdimensional data using LOOC covariance estimation1997Igarss '97 - 1997 International Geoscience and Remote Sensing Symposium, Proceedings Vols I-Iv
Classification and feature extraction of hyperdimensional data using LOOC covariance estimation1997International Geoscience and Remote Sensing Symposium (IGARSS)
Classification of hyperdimensional data using data fusion approaches1997Igarss '97 - 1997 International Geoscience and Remote Sensing Symposium, Proceedings Vols I-Iv
Classification of hyperdimensional data using data fusion approaches1997International Geoscience and Remote Sensing Symposium (IGARSS)
Feature extraction for multisource data classification with artificial neural networks1997International Journal of Remote Sensing
Feature extraction for multisource data classification with artificial neural networks1997International Journal of Remote Sensing
Feature extraction for neural network classifiers using wavelets and tree structured filter banks1997Igarss '97 - 1997 International Geoscience and Remote Sensing Symposium, Proceedings Vols I-Iv
Feature extraction for neural network classifiers using wavelets and tree structured filter banks1997International Geoscience and Remote Sensing Symposium (IGARSS)
Hybrid consensus theoretic classification1997Ieee Transactions on Geoscience and Remote Sensing
Hybrid consensus theoretic classification1997IEEE Transactions on Geoscience and Remote Sensing
Multistage classifiers optimized by neural networks and genetic algorithms1997Nonlinear Analysis-Theory Methods & Applications
Multistage classifiers optimized by neural networks and genetic algorithms1997Nonlinear Analysis, Theory, Methods and Applications
Parallel consensual neural networks1997Ieee Transactions on Neural Networks
Parallel consensual neural networks1997IEEE Transactions on Neural Networks
Parallel principal component neural networks for classification of event-related potential waveforms1997Medical Engineering & Physics
Parallel principal component neural networks for classification of event-related potential waveforms1997Medical Engineering and Physics
Tree structured filter banks for speckle reduction of SAR images1997Igarss '97 - 1997 International Geoscience and Remote Sensing Symposium, Proceedings Vols I-Iv
Tree structured filter banks for speckle reduction of SAR images1997International Geoscience and Remote Sensing Symposium (IGARSS)
Wavelet-package transformation as a preprocessor of EEG waveforms for classification1997Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Wavelet-package transformation as a preprocessor of EEG waveforms for classification.1997Proceedings of the 19th Annual International Conference of the Ieee Engineering in Medicine and Biology Society, Vol 19, Pts 1-6
Classification and feature extraction with enhanced statistics1996Igarss '96 - 1996 International Geoscience and Remote Sensing Symposium: Remote Sensing For a Sustainable Future, Vols I - Iv
Classification and feature extraction with enhanced statistics1996International Geoscience and Remote Sensing Symposium (IGARSS)
Hybrid consensus theoretic classification1996Igarss '96 - 1996 International Geoscience and Remote Sensing Symposium: Remote Sensing For a Sustainable Future, Vols I - Iv
Hybrid consensus theoretic classification1996International Geoscience and Remote Sensing Symposium (IGARSS)
Optimized combination of neural networks1996Iscas 96: 1996 Ieee International Symposium on Circuits and Systems - Circuits and Systems Connecting the World, Vol 3
Optimized combination of neural networks1996Proceedings - IEEE International Symposium on Circuits and Systems
Optimized consensus theory19961996 Ieee International Conference on Acoustics, Speech, and Signal Processing, Conference Proceedings, Vols 1-6
Optimized consensus theory1996ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Speckle reduction and enhancement of SAR images in the wavelet domain1996Igarss '96 - 1996 International Geoscience and Remote Sensing Symposium: Remote Sensing For a Sustainable Future, Vols I - Iv
Speckle reduction and enhancement of SAR images in the wavelet domain1996International Geoscience and Remote Sensing Symposium (IGARSS)
Auditory event-related potentials in normal and schizophrenic subjects: Analysis using wavelet packet transformation1995European Journal of Clinical Investigation
CLASSIFICATION AND FEATURE-EXTRACTION OF AVIRIS DATA1995Ieee Transactions on Geoscience and Remote Sensing
Classification and Feature Extraction of AVIRIS Data1995IEEE Transactions on Geoscience and Remote Sensing
Classification of event-related potential waveforms with parallel principal component neural networks1995Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Wavelet packet parallel consensual neural networks1995Intelligent Engineering Systems Through Artificial Neural Networks
CLASSIFICATION OF AVIRIS DATA FROM ICELAND - GEOLOGICAL APPLICATIONS1994Igarss '94 - 1994 International Geoscience and Remote Sensing Symposium Volumes 1-4
Classification of AVIRIS data from Iceland - geological applications1994International Geoscience and Remote Sensing Symposium (IGARSS)
PARALLEL CONSENSUAL NEURAL NETWORKS WITH OPTIMALLY WEIGHTED OUTPUT1994World Congress on Neural Networks-San Diego, - 1994 International Neural Network Society Annual Meeting, Vol 3
Auditory event-related potentials in normal and schizophrenic subjects: Analysis using artificial neural network and signal processing1993European Journal of Clinical Investigation
CLASSIFICATION OF AVIRIS DATA FROM ICELAND USING NEW APPROACHES1993Proceedings of the Twenty-Fifth International Symposium on Remote Sensing and Global Environmental Change: Tools For Sustainable Development, Vols I and Ii
CONJUGATE-GRADIENT NEURAL NETWORKS IN CLASSIFICATION OF MULTISOURCE AND VERY-HIGH-DIMENSIONAL REMOTE-SENSING DATA1993International Journal of Remote Sensing
Conjugate-gradient neural networks in classification of multisource and very-high-dimensional remote sensing data1993International Journal of Remote Sensing
PARALLEL CONSENSUAL NEURAL NETWORKS19931993 Ieee International Conference on Neural Networks, Vols 1-3
Parallel consensual neural networks19931993 IEEE International Conference on Neural Networks
Parallel consensual neural networks1993IEEE International Conference on Neural Networks - Conference Proceedings
CONSENSUS THEORETIC CLASSIFICATION METHODS1992Ieee Transactions on Systems Man and Cybernetics
Consensus Theoretic Classification Methods1992IEEE Transactions on Systems, Man and Cybernetics
FEATURE-SELECTION FOR NEURAL NETWORKS USING PARZEN DENSITY ESTIMATOR1992International Space Year : Space Remote Sensing, Vols 1 and 2
Feature selection for neural networks using Parzen density estimator1992International Geoscience and Remote Sensing Symposium (IGARSS)
A CONSENSUAL NEURAL NETWORK1991Igarss 91 - Remote Sensing : Global Monitoring For Earth Management, Vols 1-4
A consensual neural network1991Digest - International Geoscience and Remote Sensing Symposium (IGARSS)
CLASSIFICATION OF VERY HIGH DIMENSIONAL DATA USING NEURAL NETWORKS1990Remote Sensing Science For the Nineties, Vols 1-3
Classification of very high dimensional data using neural networks1990Digest - International Geoscience and Remote Sensing Symposium (IGARSS)
NEURAL NETWORK APPROACHES VERSUS STATISTICAL-METHODS IN CLASSIFICATION OF MULTISOURCE REMOTE-SENSING DATA1990Ieee Transactions on Geoscience and Remote Sensing
Neural Network Approaches Versus Statistical Methods in Classification of Multisource Remote Sensing Data1990IEEE Transactions on Geoscience and Remote Sensing
Method of statistical multisource classification with a mechanism to weight the influence of the data sources1989Digest - International Geoscience and Remote Sensing Symposium (IGARSS)
Neural network approaches versus statistical methods in classification of multisource remote sensing data1989Digest - International Geoscience and Remote Sensing Symposium (IGARSS)
METHOD FOR COMBINING MULTISPECTRAL AND ANCILLARY DATA IN REMOTE SENSING AND GEOGRAPHIC INFORMATION PROCESSING.1986

Keywords for Specialisation