Jon Atli Benediktsson

发表

Super-resolution: an efficient method to improve spatial resolution of hyperspectral images

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Review of applications of wavelets in speckle reduction and enhancement of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, 2002, SPIE Remote Sensing.

Hybrid consensus theoretic classification

Johannes R. Sveinsson, Jon Atli Benediktsson, P. H. Swain, 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Björn Waske, 2009, MCS.

Novel Multi-Scale Filter Profile-Based Framework for VHR Remote Sensing Image Classification

Jon Atli Benediktsson, Yixiang Chen, Zhiyong Lv, 2019, Remote. Sens..

Correction to "the effect of classifier agreement on the accuracy of the combined classifier in decision level fusion"

Jon Atli Benediktsson, Michalis Petrakos, Ioannis Kanellopoulos, 2002, IEEE Trans. Geosci. Remote. Sens..

Speckle reduction of SAR images in the complex wavelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

Proceedings of the 8th International Workshop on Multiple Classifier Systems

Jon Atli Benediktsson, Josef Kittler, Fabio Roli, 2009, International Workshop on Multiple Classifier Systems.

Band selection for hyperspectral images based on parallel particle swarm optimization schemes

Jon Atli Benediktsson, Hsuan Ren, Kun-Shan Chen, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Spatial Density Peak Clustering for Hyperspectral Image Classification With Noisy Labels

Jon Atli Benediktsson, Jinping Wang, Bing Tu, 2019, IEEE Transactions on Geoscience and Remote Sensing.

An investigation of multiple self-organizing feature maps for classification of multisource data

Johannes R. Sveinsson, Jon Atli Benediktsson, Sigmar K. Stefansson, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Advanced processing of hyperspectral images

Jon Atli Benediktsson, Antonio J. Plaza, Lorenzo Bruzzone, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

An interactive color visualization method with multi-image fusion for hyperspectral imagery

Jon Atli Benediktsson, Liguo Wang, Danfeng Liu, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Automatic registration of multi-temporal remote sensing images based on nature-inspired techniques

Jon Atli Benediktsson, Xin-She Yang, J. Senthilnath, 2014 .

Combined wavelet and curvelet denoising of SAR images using TV segmentation

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Fusion of multisource data sets from agricultural areas for improved land cover classification

Johannes R. Sveinsson, Jon Atli Benediktsson, Björn Waske, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Wavelet based hyperspectral image restoration using spatial and spectral penalties

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, Remote Sensing.

Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Hierarchical clustering approaches for flood assessment using multi-sensor satellite images

Jon Atli Benediktsson, J. Senthilnath, Shreyas P.B, 2018, International Journal of Image and Data Fusion.

Speckle reduction of SAR images using sure-based adaptive Sigmoid thresholding in the wavelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Spatial Technology and Social Media in Remote Sensing: A Survey

Jon Atli Benediktsson, Antonio J. Plaza, Bing Zhang, 2017, Proceedings of the IEEE.

Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification

Jon Atli Benediktsson, Xiuping Jia, Pedram Ghamisi, 2019, Remote. Sens..

Smooth spectral unmixing using total variation regularization and a first order roughness penalty

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Ensemble methods for spectral-spatial classification of urban hyperspectral data

Jon Atli Benediktsson, Björn Waske, Xin-Lu Wang, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

A Novel Approach for Multispectral Satellite Image Classification Based on the Bat Algorithm

Jon Atli Benediktsson, X. S. Yang, J. Senthilnath, 2016, IEEE Geoscience and Remote Sensing Letters.

Urban area product simulation for the EnMap hyperspectral sensor

Jon Atli Benediktsson, Antonio J. Plaza, Jocelyn Chanussot, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison

Jon Atli Benediktsson, Antonio J. Plaza, Sebastián López, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral change detection with IR-MAD and initial change mask

Jon Atli Benediktsson, Paolo Gamba, Prashanth Reddy Marpu, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Methods for multisource data analysis in remote sensing

Jon Atli Benediktsson, Philip H. Swain, 1987 .

Remotely sensed big data: evolution in model development for information extraction [point of view]

Jon Atli Benediktsson, Antonio J. Plaza, Jun Li, 2019, Proc. IEEE.

Segmentation and classification of hyperspectral images using watershed transformation

Jon Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, 2010, Pattern Recognit..

Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings

Jon Atli Benediktsson, Josef Kittler, Fabio Roli, 2009, MCS.

Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2009, EURASIP J. Adv. Signal Process..

Morphological Attribute Profiles for the Analysis of Very High Resolution Images

Jon Atli Benediktsson, Lorenzo Bruzzone, Björn Waske, 2010, IEEE Transactions on Geoscience and Remote Sensing.

On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods

Jon Atli Benediktsson, Antonio J. Plaza, Morris Riedel, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Supervised super-resolution to improve the resolution of hyperspectral images classification maps

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2010, Remote Sensing.

Spectral-spatial classification based on integrated segmentation

Jon Atli Benediktsson, Micael S. Couceiro, Pedram Ghamisi, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Classification of multisource and hyperspectral data based on decision fusion

Jon Atli Benediktsson, Ioannis Kanellopoulos, J. Benediktsson, 1999, IEEE Trans. Geosci. Remote. Sens..

Neuro-fuzzy and soft computing in classification of remote sensing data

Jon Atli Benediktsson, Helgi Benediktsson, 1999, Remote Sensing.

Maximum auto-mutual-information factor analysis (Conference Presentation)

Jon Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone, 2017 .

Decision level fusion in classification of hyperspectral data from urban areas

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Gunnar Jakob Briem, 2001, Multiple Classifier Systems.

Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery

Jon Atli Benediktsson, Giles M. Foody, Zhiyong Lv, 2021, IEEE Trans. Geosci. Remote. Sens..

Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Generalized Differential Morphological Profiles for Remote Sensing Image Classification

Jon Atli Benediktsson, Liangpei Zhang, Jianya Gong, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Change Detection in VHR Images Based on Morphological Attribute Profiles

Jon Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone, 2013, IEEE Geoscience and Remote Sensing Letters.

Novel Adaptive Histogram Trend Similarity Approach for Land Cover Change Detection by Using Bitemporal Very-High-Resolution Remote Sensing Images

Jon Atli Benediktsson, Xiaokang Zhang, Zhi Yong Lv, 2019, IEEE Transactions on Geoscience and Remote Sensing.

An Object-Oriented Color Visualization Method with Controllable Separation for Hyperspectral Imagery

Jon Atli Benediktsson, Danfeng Liu, Liguo Wang, 2020 .

Impact of different morphological profiles on the classification accuracy of urban hyperspectral data

Jon Atli Benediktsson, Patrick Hostert, Björn Waske, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Crater detection based on marked point processes

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Hybrid consensus theoretic classification

Johannes R. Sveinsson, Jon Atli Benediktsson, Philip H. Swain, 1997, IEEE Trans. Geosci. Remote. Sens..

Comparison of ITPCA and IRMAD for automatic change detection using initial change mask

Jon Atli Benediktsson, Prashanth Reddy Marpu, Nicola Falco, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Multisource and Multitemporal Data Fusion in Remote Sensing

Jon Atli Benediktsson, Naoto Yokoya, Francesca Bovolo, 2018, ArXiv.

Hyperspectral Mixed Gaussian and Sparse Noise Reduction

Jon Atli Benediktsson, Pedram Ghamisi, Behnood Rasti, 2020, IEEE Geoscience and Remote Sensing Letters.

Consensus theoretic classification methods

Jon Atli Benediktsson, Philip H. Swain, P. Swain, 1992, IEEE Trans. Syst. Man Cybern..

Hyperspectral image denoising using a new linear model and Sparse Regularization

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Fusion of methods for the classification of remote sensing images from urban areas

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Classification of Pansharpened Urban Satellite Images

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Novel Object-Based Filter for Improving Land-Cover Classification of Aerial Imagery with Very High Spatial Resolution

Jon Atli Benediktsson, Zhiyong Lv, Wenzhong Shi, 2016, Remote. Sens..

Automatic Generation of Standard Deviation Attribute Profiles for Spectral–Spatial Classification of Remote Sensing Data

Jon Atli Benediktsson, Lorenzo Bruzzone, Prashanth Reddy Marpu, 2013, IEEE Geoscience and Remote Sensing Letters.

Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2008, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Cluster-Based Ensemble Classification for Hyperspectral Remote Sensing Images

Jon Atli Benediktsson, Mingmin Chi, Qun Qian, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Decision Fusion for Hyperspectral Classification

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2006 .

Parallel SVM for the analysis of hyperspectral data

Jon Atli Benediktsson, Gabriele Cavallaro, Morris Riedel, 2014 .

The Evolution of the Morphological Profile: from Panchromatic to Hyperspectral Images

Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, 2011 .

A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas

Jon Atli Benediktsson, Jun Li, Xiao Xiang Zhu, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Almost translation invariant wavelet transformations for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2003, IEEE Trans. Geosci. Remote. Sens..

Report on the 2015 Ieee GRss Data Fusion Contest - extremely High Resolution L iDaR and Optical Data: a Data Fusion Challenge

Jon Atli Benediktsson, Paolo Gamba, Gabriele Moser, 2015 .

Semi-Supervised Classifier Ensembles for Classifying Remote Sensing Data

Jon Atli Benediktsson, Björn Waske, J. Benediktsson, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Sparse representation of hyperspectral data using CUR matrix decomposition

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images

Jon Atli Benediktsson, Jean-Yves Tourneret, Olivier Eches, 2013, IEEE Transactions on Image Processing.

Supervised Functional Data Discriminant Analysis for Hyperspectral Image Classification

Jon Atli Benediktsson, Hong Li, Yantao Wei, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures

Jon Atli Benediktsson, Jun Li, Zhihui Wei, 2020, IEEE Transactions on Cybernetics.

A general approach to the spatial simplification of remote sensing images based on morphological connected filters

Jon Atli Benediktsson, Lorenzo Bruzzone, Mauro Dalla Mura, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Introduction to the Issue on Advances in Remote Sensing Image Processing

Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, 2011, IEEE J. Sel. Top. Signal Process..

Computational Efficiency Active Learning for classification of hyperspectral images

Jon Atli Benediktsson, Zhongyi Sun, Mingmin Chi, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Double density wavelet transformation for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Region-based classification of remote sensing images with the morphological tree of shapes

Jon Atli Benediktsson, Gabriele Cavallaro, Mauro Dalla Mura, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Random-Walker-Based Collaborative Learning for Hyperspectral Image Classification

Jon Atli Benediktsson, Bin Sun, Shutao Li, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Wavelet-Based Classification of Hyperspectral Images Using Extended Morphological Profiles on Graphics Processing Units

Jon Atli Benediktsson, Francisco Argüello, Dora B. Heras, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques

Jon Atli Benediktsson, Prashanth Reddy Marpu, Mauro Dalla Mura, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Kernel principal component analysis for the construction of the extended morphological profile

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles

Jon Atli Benediktsson, Lorenzo Bruzzone, Nicola Falco, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification

Jon Atli Benediktsson, Jocelyn Chanussot, Xiuping Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Simultaneous empirical line calibration of multiple spectral images

Jon Atli Benediktsson, Lorenzo Bruzzone, Fadi Kizel, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

A toolbox for unsupervised change detection analysis

Jon Atli Benediktsson, Prashanth Reddy Marpu, Nicola Falco, 2016 .

Fusion of hyperspectral and LiDAR data in classification of urban areas

Jon Atli Benediktsson, Stuart R. Phinn, Pedram Ghamisi, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

A novel supervised feature selection technique based on genetic algorithms

Jon Atli Benediktsson, Lorenzo Bruzzone, Prashanth Reddy Marpu, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes

Jon Atli Benediktsson, Antonio J. Plaza, Gabriele Cavallaro, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2012, 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS).

An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images

Jon Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone, 2008, IEEE Geoscience and Remote Sensing Letters.

Fusion of Support Vector Machines for Classification of Multisensor Data

Jon Atli Benediktsson, Björn Waske, J. Benediktsson, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Optimized consensus theory

Johannes R. Sveinsson, Jon Atli Benediktsson, P. H. Swain, 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

Classification of hyperspectral images with binary fractional order Darwinian PSO and random forests

Jon Atli Benediktsson, Micael S. Couceiro, Pedram Ghamisi, 2013, Remote Sensing.

Set-to-Set Distance-Based Spectral–Spatial Classification of Hyperspectral Images

Jon Atli Benediktsson, Lorenzo Bruzzone, Shutao Li, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Optimized combination, regularization, and pruning in parallel consensual neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, Lars Kai Hansen, 1998, Remote Sensing.

Translation invariant combined denoising algorithm

B. B. Saevarsson, Johannes R. Sveinsson, Jon Atli Benediktsson, 2005, 2005 IEEE International Symposium on Circuits and Systems.

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Accurate point matching based on multi-objective Genetic Algorithm for multi-sensor satellite imagery

Jon Atli Benediktsson, J. Senthilnath, Naveen P. Kalro, 2014, Appl. Math. Comput..

A modified mean filter for improving the classification performance of very high-resolution remote-sensing imagery

Jon Atli Benediktsson, Wenzhong Shi, Lipeng Gao, 2018 .

Model based PCA/wavelet fusion of multispectral and hyperspectral images

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Parallel consensual neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, Philip H. Swain, 1997, IEEE Trans. Neural Networks.

Spectral unmixing of multispectral satellite images with dimensionality expansion using morphological profiles

Jon Atli Benediktsson, Prashanth Reddy Marpu, Sergio Bernabe, 2012, Optics & Photonics - Optical Engineering + Applications.

Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering

Jon Atli Benediktsson, Shutao Li, Xudong Kang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

A Class-Oriented Visualization Method for Hyperspectral Imagery

Jon Atli Benediktsson, Danfeng Liu, 2019, 2019 6th International Conference on Systems and Informatics (ICSAI).

Spectral–Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising

Jon Atli Benediktsson, Shutao Li, Yi Ma, 2016, IEEE Transactions on Geoscience and Remote Sensing.

A Novel Feature Selection Approach Based on FODPSO and SVM

Jon Atli Benediktsson, Micael S. Couceiro, Pedram Ghamisi, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Classification of Multi-Spectral Satellite Image Using Hierarchical Clustering Algorithms

Jon Atli Benediktsson, Sushant Kulkarni, Senthilnath Jayavelu, 2018, 2018 IEEE Symposium Series on Computational Intelligence (SSCI).

Michael J. Barnsley

Jon Atli Benediktsson, James A. Smith, 2008, IEEE Trans. Geosci. Remote. Sens..

Combined Wavelet and Contourlet Denoising of SAR Images

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Foreword to the Special Issue on Big Data in Remote Sensing

Jon Atli Benediktsson, Antonio J. Plaza, Mingmin Chi, 2015, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Consensus Based Classification of Multisource Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, J. Benediktsson, 2000, Multiple Classifier Systems.

Scalable developments for big data analytics in remote sensing

Jon Atli Benediktsson, Morris Riedel, Matthias Richerzhagen, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation

Jon Atli Benediktsson, Liangpei Zhang, Xin Huang, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Big Data: Practical Applications [Scanning the Issue]

Jon Atli Benediktsson, Simon Haykin, Volker Tresp, 2016, Proc. IEEE.

Optimized combination of neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, Okan K. Ersoy, 1996, 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96.

A Consensual Neural Network

Jon Atli Benediktsson, Philip H. Swain, Okan K. Ersoy, 1991, [Proceedings] IGARSS'91 Remote Sensing: Global Monitoring for Earth Management.

Cluster-Based Feature Extraction and Data Domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2001 .

Combined wavelet and curvelet denoising of SAR images

B. B. Saevarsson, Johannes R. Sveinsson, Jon Atli Benediktsson, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis

Jon Atli Benediktsson, Shutao Li, Stephen Marshall, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Classification of remote sensing images from urban areas using a fuzzy model

Jon Atli Benediktsson, Jocelyn Chanussot, Mathilde Vincent, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Classification and feature extraction with enhanced statistics

Jon Atli Benediktsson, David A. Landgrebe, K. Arnason, 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

A multiple classifier approach for spectral-spatial classification of hyperspectral data

Jon Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations

Jon Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Segmentation and Classification of Hyperspectral Data using Watershed

Jon Atli Benediktsson, Jocelyn Chanussot, Jesús Angulo, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

HYPERSPECTRAL AND SPATIALLY ADAPTIVE UNMIXING FOR AN ANALYTICAL RECONSTRUCTION OF FRACTION SURFACES FROM DATA WITH CORRUPTED PIXELS

Jon Atli Benediktsson, Fadi Kizel, 2020 .

Refining Land Cover Classification Maps Based on Dual-Adaptive Majority Voting Strategy for Very High Resolution Remote Sensing Images

Jon Atli Benediktsson, Zhiyong Lv, Guangfei Li, 2018, Remote. Sens..

Joint spectral classification and unmixing using adaptative pixel neighborhoods

Jon Atli Benediktsson, Jean-Yves Tourneret, Olivier Eches, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Classification of hyperspectral images using automatic marker selection and Minimum Spanning Forest

Jon Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

HYPER-I-NET: European research network on hyperspectral imaging

Jon Atli Benediktsson, Antonio J. Plaza, Jocelyn Chanussot, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Smoothing of fused spectral consistent satellite images with TV-based edge detection

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Extended Random Walker-Based Classification of Hyperspectral Images

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Wavelet-package transformation as a preprocessor of EEG waveforms for classification

Johannes R. Sveinsson, Jon Atli Benediktsson, G. Saevarsson, 1997, Proceedings of the 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 'Magnificent Milestones and Emerging Opportunities in Medical Engineering' (Cat. No.97CH36136).

Speckle Reduction of SAR Images in the Bandlet Domain

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Wavelet feature extraction and genetic feature selection for multisource data

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2002, IEEE International Geoscience and Remote Sensing Symposium.

A new parallel tool for classification of remotely sensed imagery

Jon Atli Benediktsson, Antonio J. Plaza, Sergio Bernabé, 2012, Comput. Geosci..

Hybrid consensus theoretic classification with pruning and regularization

Jon Atli Benediktsson, K. Benediktsson, 1999, IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293).

Hyperspectral Image Classification With Independent Component Discriminant Analysis

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Machine Learning Techniques in Remote Sensing Data Analysis

Jon Atli Benediktsson, Jocelyn Chanussot, Björn Waske, 2009 .

Consensual Neural Networks

Jon Atli Benediktsson, Philip H. Swain, Okan K. Ersoy, 1991 .

On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation

Jon Atli Benediktsson, Jocelyn Chanussot, Sylvain Douté, 2008, Neurocomputing.

Spectral-spatial online dictionary learning for hyperspectral image classification

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Extended extinction profile for the classification of hyperspectral images

Jon Atli Benediktsson, Xiao Xiang Zhu, Roberto de Alencar Lotufo, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A smooth hyperspectral unmixing method using cyclic descent

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images

Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Spectral consistent satellite image fusion: using a high resolution panchromatic and low resolution multi-spectral images

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Classification based marker selection for watershed transform of hyperspectral images

Jon Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2010 .

Smart data analytics methods for remote sensing applications

Jon Atli Benediktsson, Thomas Lippert, Morris Riedel, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Automatic Framework for Spectral–Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles

Jon Atli Benediktsson, Antonio J. Plaza, Pedram Ghamisi, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Input-output-consistent domain adaptation algorithm for remote sensing data classification

Jon Atli Benediktsson, Mingmin Chi, Jiangfeng Bao, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

On the use of ICA for hyperspectral image analysis

Jon Atli Benediktsson, Jocelyn Chanussot, Saïd Moussaoui, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2010, IEEE Geoscience and Remote Sensing Letters.

High resolution visible image completion of urban region using corresponding hyperspectral image

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Classification and feature extraction for remote sensing images from urban areas based on morphological transformations

Jon Atli Benediktsson, Martino Pesaresi, Kolbeinn Amason, 2003, IEEE Trans. Geosci. Remote. Sens..

Unsupervised classification and spectral unmixing for sub-pixel labelling

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Mathematical Morphology and Its Applications to Signal and Image Processing

Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, 2015, Lecture Notes in Computer Science.

Spatial technology and social media in remote sensing: challenges and opportunities [point of view]

Jon Atli Benediktsson, Antonio J. Plaza, Bing Zhang, 2017, Proc. IEEE.

Spectral–Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach

Jon Atli Benediktsson, Jocelyn Chanussot, Jesús Angulo, 2012, IEEE Transactions on Image Processing.

A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images

Jon Atli Benediktsson, Jocelyn Chanussot, Jesús Angulo, 2011, 2011 18th IEEE International Conference on Image Processing.

Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data

Jon Atli Benediktsson, Patrick Hostert, Björn Waske, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Multi-Scale Structure Extraction for Hyperspectral Image Classification

Jon Atli Benediktsson, Shutao Li, Xudong Kang, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Pansharpening Based on Intrinsic Image Decomposition

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2014 .

Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles

Jon Atli Benediktsson, Jocelyn Chanussot, Prashanth Reddy Marpu, 2012, IEEE Geoscience and Remote Sensing Letters.

Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View]

Jon Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon, 2012, Proc. IEEE.

Cancellation of nonlinear intersymbol interference in voiceband communication channels

Johannes R. Sveinsson, Jon Atli Benediktsson, T. Thormundsson, 1997, 1997 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, PACRIM. 10 Years Networking the Pacific Rim, 1987-1997.

Détection automatique du réseau vasculaire rétinien basée sur la morphologie directionnelle et la fusion de décision

Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, 2009 .

Generalized Composite Kernel Framework for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, José M. Bioucas-Dias, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Spatially Enhanced Spectral Unmixing Through Data Fusion of Spectral and Visible Images from Different Sensors

Jon Atli Benediktsson, Fadi Kizel, J. Benediktsson, 2020, Remote. Sens..

Automatic selection of molecular descriptors using random forest: Application to drug discovery

Jon Atli Benediktsson, José García Rodríguez, Alberto Garcia-Garcia, 2017, Expert Syst. Appl..

Source based feature extraction for support vector machines in hyperspectral classification

Johannes R. Sveinsson, Jon Atli Benediktsson, Gisli H. Halldorsson, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Classification Of Very High Dimensional Data Using Neural Networks

Jon Atli Benediktsson, Philip H. Swain, Daesik Hong, 1990, 10th Annual International Symposium on Geoscience and Remote Sensing.

Object-Oriented Key Point Vector Distance for Binary Land Cover Change Detection Using VHR Remote Sensing Images

Jon Atli Benediktsson, Zhiyong Lv, Tongfei Liu, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Multiple Spectral–Spatial Classification Approach for Hyperspectral Data

Jon Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Data fusion and feature extraction using tree structured filter banks

Johannes R. Sveinsson, Jon Atli Benediktsson, 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

Parallel consensual neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, P. H. Swain, 1993, IEEE International Conference on Neural Networks.

Land-cover classification using both hyperspectral and LiDAR data

Jon Atli Benediktsson, Stuart R. Phinn, Pedram Ghamisi, 2015 .

Alternating sequential filters with morphological attribute operators for the analysis of remote sensing images

Jon Atli Benediktsson, Lorenzo Bruzzone, Mauro Dalla Mura, 2010, Remote Sensing.

Extraction of spatial features in hyperspectral images based on the analysis of differential attribute profiles

Jon Atli Benediktsson, Lorenzo Bruzzone, Nicola Falco, 2013, Remote Sensing.

Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2011, IEEE Journal of Selected Topics in Signal Processing.

Classification of hyperdimensional data using data fusion approaches

Johannes R. Sveinsson, Jon Atli Benediktsson, 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images

Jon Atli Benediktsson, Antonio J. Plaza, Eysteinn Már Sigurðsson, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2010, MCS.

Greetings from GRSS president

Jon Atli Benediktsson, 2011, IGARSS.

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification

Jon Atli Benediktsson, Peijun Du, Jocelyn Chanussot, 2016, IEEE Geoscience and Remote Sensing Letters.

An efficient method for segmentation of images based on fractional calculus and natural selection

Jon Atli Benediktsson, Nuno M. Fonseca Ferreira, Micael S. Couceiro, 2012, Expert Syst. Appl..

Pattern Recognition and Classification

Jon Atli Benediktsson, Björn Waske, 2014, Encyclopedia of Remote Sensing.

Classification and feature extraction of hyperdimensional data using LOOC covariance estimation

Johannes R. Sveinsson, Jon Atli Benediktsson, J. I. Ingimundarson, 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

Model-Based Satellite Image Fusion

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2008, IEEE Transactions on Geoscience and Remote Sensing.

Land Cover Change Detection Based on Adaptive Contextual Information Using Bi-Temporal Remote Sensing Images

Jon Atli Benediktsson, Yixiang Chen, Zhiyong Lv, 2018, Remote. Sens..

Deep Learning for Hyperspectral Image Classification: An Overview

Jon Atli Benediktsson, Shutao Li, Weiwei Song, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Pansharpening With Matting Model

Jon Atli Benediktsson, Shutao Li, Xudong Kang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Developing a general post-classification framework for land-cover mapping improvement using high-spatial-resolution remote sensing imagery

Jon Atli Benediktsson, Zhiyong Lv, Xubing Zhang, 2017 .

European perspectives in hyperspectral data analysis

Jon Atli Benediktsson, Antonio J. Plaza, Jocelyn Chanussot, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

A joint spatial and spectral SVM’s classification of panchromatic images

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2009, MCS.

Multisource remote sensing data classification based on consensus and pruning

Johannes R. Sveinsson, Jon Atli Benediktsson, J. Benediktsson, 2003, IEEE Trans. Geosci. Remote. Sens..

On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas

Jon Atli Benediktsson, Jocelyn Chanussot, Martino Pesaresi, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

Wavelet footprints for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

Automatic Object-Oriented, Spectral-Spatial Feature Extraction Driven by Tobler's First Law of Geography for Very High Resolution Aerial Imagery Classification

Jon Atli Benediktsson, Zhiyong Lv, Penglin Zhang, 2017, Remote. Sens..

Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions

Jon Atli Benediktsson, Lorenzo Bruzzone, Gabriele Cavallaro, 2015, ISMM.

Model based pansharpening method based on TV and MTF deblurring

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multiple classifiers applied to multisource remote sensing data

Johannes R. Sveinsson, Jon Atli Benediktsson, Gunnar Jakob Briem, 2002, IEEE Trans. Geosci. Remote. Sens..

Morphological Profiles Based on Differently Shaped Structuring Elements for Classification of Images With Very High Spatial Resolution

Jon Atli Benediktsson, Zhiyong Lv, Wenzhong Shi, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Support vector machines in multisource classification

Johannes R. Sveinsson, Jon Atli Benediktsson, Gisli Hreinn Halldorsson, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems — North state

Jon Atli Benediktsson, Oleg Antropov, Rune Storvold, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Spatial-Spectral Feature Fusion Coupled with Multi-Scale Segmentation Voting Decision for Detecting Land Cover Change with VHR Remote Sensing Images

Jon Atli Benediktsson, Zhiyong Lv, Jiannong Cao, 2019, Remote. Sens..

Hierarchical Ensemble Support Cluster Machine

Xuanjing Huang, Jon Atli Benediktsson, Mingmin Chi, 2009, MCS.

Automatic retinal oximetry.

Jon Atli Benediktsson, Larry Kagemann, Alon Harris, 2006, Investigative ophthalmology & visual science.

Semisupervised Self-Learning for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, José M. Bioucas-Dias, 2013, IEEE Transactions on Geoscience and Remote Sensing.

A new approach for the morphological segmentation of high-resolution satellite imagery

Jon Atli Benediktsson, Martino Pesaresi, J. Benediktsson, 2001, IEEE Trans. Geosci. Remote. Sens..

MTF-Based Deblurring Using a Wiener Filter for CS and MRA Pansharpening Methods

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Supervised classification methods in hyperspectral imaging—recent advances

Jon Atli Benediktsson, Shutao Li, Junshi Xia, 2020 .

Image Segmentation Based on the Derivative of the Morphological Profile

Jon Atli Benediktsson, Martino Pesaresi, 2000, ISMM.

Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox

Jon Atli Benediktsson, Jocelyn Chanussot, Pedram Ghamisi, 2020, IEEE Geoscience and Remote Sensing Magazine.

Fusion of hyperspectral and lidar data using morphological attribute profiles

Jon Atli Benediktsson, Lorenzo Bruzzone, Prashanth R. Marpu, 2011, Remote Sensing.

Decision Fusion, Classification of Multisource Data

Jon Atli Benediktsson, Björn Waske, J. Benediktsson, 2014, Encyclopedia of Remote Sensing.

Extended morphological profiles using auto-associative neural networks for hyperspectral data classification

Jon Atli Benediktsson, Jocelyn Chanussot, Prashanth Reddy Marpu, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A comparative study of different ICA algorithms for hyperspectral image analysis

Jon Atli Benediktsson, Lorenzo Bruzzone, Nicola Falco, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images

Jon Atli Benediktsson, Lorenzo Bruzzone, Gabriele Cavallaro, 2015, IEEE Geoscience and Remote Sensing Letters.

Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques

Jon Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Automatic Extraction of Ellipsoidal Features for Planetary Image Registration

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2012, IEEE Geoscience and Remote Sensing Letters.

Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas

Jon Atli Benediktsson, Björn Waske, Gunter Menz, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Mathematical Models and Methods for Remote Sensing Image Analysis: An Introduction

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2018 .

Remote Sensing Big Data Classification with High Performance Distributed Deep Learning

Jon Atli Benediktsson, Gabriele Cavallaro, Morris Riedel, 2019, Remote Sensing.

Classification of hyperspectral images based on weighted DMPS

Jon Atli Benediktsson, Ilkay Ulusoy, Mauro Dalla Mura, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Recent Advances in Techniques for Hyperspectral Image Processing

Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, 2009 .

A Novel Methodology to Label Urban Remote Sensing Images Based on Location-Based Social Media Photos

Jon Atli Benediktsson, Zhongyi Sun, Mingmin Chi, 2017, Proceedings of the IEEE.

Hyperspectral images classification by fusing extinction profiles feature

Jon Atli Benediktsson, Shutao Li, Pedram Ghamisi, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Spectral derivative features for supervised classification of remote sensing data: An experimental evaluation

Jon Atli Benediktsson, Mingmin Chi, Jiangfeng Bao, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Self-dual Attribute Profiles for the Analysis of Remote Sensing Images

Jon Atli Benediktsson, Lorenzo Bruzzone, Mauro Dalla Mura, 2011, ISMM.

Hyperspectral Image Classification With Rotation Random Forest Via KPCA

Jon Atli Benediktsson, Peijun Du, Jocelyn Chanussot, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Landslide Inventory Mapping With Bitemporal Aerial Remote Sensing Images Based on the Dual-Path Fully Convolutional Network

Jon Atli Benediktsson, Cheng Shi, Zhiyong Lv, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification

Jon Atli Benediktsson, Xiuping Jia, Yanfeng Gu, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques

Jon Atli Benediktsson, Lorenzo Bruzzone, Mauro Dalla Mura, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification

Jon Atli Benediktsson, Jocelyn Chanussot, Xiuping Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery

Jon Atli Benediktsson, Xiuping Jia, Xin Huang, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Big Data for Remote Sensing: Challenges and Opportunities

Jon Atli Benediktsson, Antonio J. Plaza, Yangyong Zhu, 2016, Proceedings of the IEEE.

The spectral-spatial classification of hyperspectral images based on Hidden Markov Random Field and its Expectation-Maximization

Jon Atli Benediktsson, Magnus O. Ulfarsson, Pedram Ghamisi, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Advances in Spectral-Spatial Classification of Hyperspectral Images

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2013, Proceedings of the IEEE.

Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2008, 2008 15th IEEE International Conference on Image Processing.

A Novel Technique Based on Morphological Filters for Change Detection in Optical Remote Sensing Images

Jon Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone, 2007 .

a Method of Statistical Multisource Classification with a Mechanism to We!ght the Influence of the Data Sources

Jon Atli Benediktsson, P. H. Swain, P. Swain, 1989, 12th Canadian Symposium on Remote Sensing Geoscience and Remote Sensing Symposium,.

Multi-Scale Object Histogram Distance for LCCD Using Bi-Temporal Very-High-Resolution Remote Sensing Images

Jon Atli Benediktsson, Zhiyong Lv, Tongfei Liu, 2018, Remote. Sens..

Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments

Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spatial–Spectral Hyperspectral Image Classification Using Random Multiscale Representation

Jon Atli Benediktsson, Antonio J. Plaza, Jun Li, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Tree-based supervised feature extraction method based on self-dual attribute profiles

Jon Atli Benediktsson, Morris Riedel, Gabriele Cavallaro, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification

Jon Atli Benediktsson, Pedram Ghamisi, Yushi Chen, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Classification of remote sensing imagery with high spatial resolution

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2005, SPIE Remote Sensing.

Speckle reduction of SAR images in the curvelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Iterative clustering based active learning for hyperspectral image classification

Jon Atli Benediktsson, Shutao Li, Ting Lu, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Extinction Profiles for the Classification of Remote Sensing Data

Jon Atli Benediktsson, Xiao Xiang Zhu, Roberto de Alencar Lotufo, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Pansharpening of remote sensing images with a matting model

Jon Atli Benediktsson, Shutao Li, Xudong Kang, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Extended Random Walker for Shadow Detection in Very High Resolution Remote Sensing Images

Jon Atli Benediktsson, Hui Lin, Shutao Li, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Training sample refining method using an adaptive neighbor to improve the classification performance of very high-spatial resolution remote sensing images

Jon Atli Benediktsson, Zhiyong Lv, Guangfei Li, 2019, Journal of Applied Remote Sensing.

Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering

Jon Atli Benediktsson, Shutao Li, Xudong Kang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Smoothing of Fused Spectral Consistent Satellite Images

Johannes R. Sveinsson, Jon Atli Benediktsson, H. Aanass, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images

Jon Atli Benediktsson, Antonio J. Plaza, José M. Bioucas-Dias, 2016, ICPRAM.

Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis

Jon Atli Benediktsson, Prashanth Reddy Marpu, Gabriele Cavallaro, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Image fusion for classification of high resolution images based on mathematical morphology

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

The effect of correlation on the accuracy of the combined classifier in decision level fusion

Jon Atli Benediktsson, Martino Pesaresi, M. Petrakos, 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

Processing high resolution images of urban areas with self-dual attribute filters

Jon Atli Benediktsson, Gabriele Cavallaro, Mauro Dalla Mura, 2015, 2015 Joint Urban Remote Sensing Event (JURSE).

Multiple Classifier Systems

Jon Atli Benediktsson, Josef Kittler, Fabio Roli, 2015, Lecture Notes in Computer Science.

Classification of Hyperspectral Images by Exploiting Spectral–Spatial Information of Superpixel via Multiple Kernels

Jon Atli Benediktsson, Shutao Li, Jinchang Ren, 2015, IEEE Transactions on Geoscience and Remote Sensing.

A comparison of self-dual attribute profiles based on different filter rules for classification

Jon Atli Benediktsson, Lorenzo Bruzzone, Gabriele Cavallaro, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

A spatial-spectral kernel-based approach for the classification of remote-sensing images

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2012, Pattern Recognit..

Hyperspectral image denoising using 3D wavelets

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Feature extraction for neural network classifiers using wavelets and tree structured filter banks

Johannes R. Sveinsson, Jon Atli Benediktsson, O. Hilmarsson, 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

A Parallel Simulated Annealing Approach to Band Selection for High-Dimensional Remote Sensing Images

Jon Atli Benediktsson, Kun-Shan Chen, Lena Chang, 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spectral–Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Classification of hyperspectral data from urban areas based on extended morphological profiles

Johannes R. Sveinsson, Jon Atli Benediktsson, Jon Aevar Palmason, 2005, IEEE Transactions on Geoscience and Remote Sensing.

One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images

Jon Atli Benediktsson, Xiuping Jia, Md. Ali Hossain, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Translation invariant wavelets for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, O. Hilmarsson, 1998, IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174).

A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms

Jon Atli Benediktsson, Lorenzo Bruzzone, Prashanth Reddy Marpu, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Interactive multi-image colour visualization for hyperspectral imagery

Jon Atli Benediktsson, Danfeng Liu, Liguo Wang, 2017 .

Mahalanobis kernel for the classification of hyperspectral images

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Data Classification Using Extended Extinction Profiles

Jon Atli Benediktsson, Xiao Xiang Zhu, Roberto de Alencar Lotufo, 2016, IEEE Geoscience and Remote Sensing Letters.

Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification

Jon Atli Benediktsson, Shutao Li, Xiuping Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

On spatial priors for satellite image fusio

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Use of multiple classifiers in classification of data from multiple data sources

Johannes R. Sveinsson, Jon Atli Benediktsson, G. J. Briem, 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers

Jon Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Ensemble Methods for Classification of Hyperspectral Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Classification of urban high-resolution satellite imagery using morphological and neural approaches

Jon Atli Benediktsson, Martino Pesaresi, 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

Fusion de méthodes pour la classification de zones urbaines en télédétection satellitaire

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2005 .

Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees

Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, 2011, ISMM.

Pansharpening via sparsity optimization using overcomplete transforms

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Speckle reduction and enhancement of SAR images using multiwavelets and adaptive thresholding

Johannes R. Sveinsson, Jon Atli Benediktsson, J. Benediktsson, 1999, Remote Sensing.

INFORMATION EXTRACTION BASED ON MULTISENSOR DATA FUSION AND NEURAL NETWORKS

Jon Atli Benediktsson, I. Kanellopoulos, J. Benediktsson, 1999 .

Spectral Derivative Features for Classification of Hyperspectral Remote Sensing Images: Experimental Evaluation

Jon Atli Benediktsson, Mingmin Chi, Jiangfeng Bao, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Tree structured filter banks for speckle reduction of SAR images

An ICA based approach to hyperspectral image feature reduction

Jon Atli Benediktsson, Lorenzo Bruzzone, Nicola Falco, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Post-Processing Approach for Refining Raw Land Cover Change Detection of Very High-Resolution Remote Sensing Images

Jon Atli Benediktsson, Zhiyong Lv, Tongfei Liu, 2018, Remote. Sens..

FODSPO based feature selection for hyperspectral remote sensing data

Jon Atli Benediktsson, Micael S. Couceiro, Pedram Ghamisi, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Hedges detection using local directional features and support vector data description

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral image classification: A benchmark

Jon Atli Benediktsson, Shutao Li, Xudong Kang, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images

Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, 2010, Pattern Recognit. Lett..

Automatic morphological attribute profiles

Jon Atli Benediktsson, Gabriele Cavallaro, Mauro Dalla Mura, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Classification of remote sensing images from urban areas using a fuzzy possibilistic model

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2006, IEEE Geoscience and Remote Sensing Letters.

Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles

Jon Atli Benediktsson, Lorenzo Bruzzone, Prashanth Reddy Marpu, 2012, IEEE Journal of Selected Topics in Signal Processing.

A novel hierarchical clustering technique based on splitting and merging

Jon Atli Benediktsson, Deepak Kumar, Xiaoyang Zhang, 2016 .

Semi-Automatic System for Land Cover Change Detection Using Bi-Temporal Remote Sensing Images

Jon Atli Benediktsson, Zhiyong Lv, Wenzhong Shi, 2017, Remote. Sens..

Feature Selection For Neural Networks Using Parzen Density Estimator

Jon Atli Benediktsson, David A. Landgrebe, Chulhee Lee, 1992, [Proceedings] IGARSS '92 International Geoscience and Remote Sensing Symposium.

Random forest classifiers for hyperspectral data

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Multiple Feature Learning for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, Liangpei Zhang, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Spatial Technology and Social Media [Scanningthe Issue]

Jon Atli Benediktsson, Antonio J. Plaza, Bing Zhang, 2017, Proc. IEEE.

Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification

Jon Atli Benediktsson, Pedram Ghamisi, Shutao Li, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Exploiting spectral and spatial information in hyperspectral urban data with high resolution

Jon Atli Benediktsson, Fabio Dell'Acqua, Paolo Gamba, 2004, IEEE Geoscience and Remote Sensing Letters.

Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis

Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery

Jon Atli Benediktsson, J. Senthilnath, Neelanshi Varia, 2020, Remote. Sens..

Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral image restoration using wavelets

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, Remote Sensing.

Spectral–Spatial Classification of Multispectral Images Using Kernel Feature Space Representation

Jon Atli Benediktsson, Antonio J. Plaza, Sergio Bernabé, 2014, IEEE Geoscience and Remote Sensing Letters.

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

Jon Atli Benediktsson, Antonio J. Plaza, Liangpei Zhang, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral change detection using IR-MAD and feature reduction

Jon Atli Benediktsson, Paolo Gamba, Prashanth Reddy Marpu, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization

Jon Atli Benediktsson, Pedram Ghamisi, J. Benediktsson, 2015, IEEE Geoscience and Remote Sensing Letters.

Editorial

Jon Atli Benediktsson, William J. Emery, J. Benediktsson, 2003, IEEE Transactions on Geoscience and Remote Sensing.

Study on the capabilities of morphological attribute profiles in change detection on VHR images

Jon Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone, 2010, Remote Sensing.

Classification and feature extraction of AVIRIS data

Johannes R. Sveinsson, Jon Atli Benediktsson, Kolbeinn Amason, 1995, IEEE Trans. Geosci. Remote. Sens..

Morphological attribute filters for the analysis of very high resolution remote sensing images

Jon Atli Benediktsson, Lorenzo Bruzzone, Björn Waske, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Statistical methods and neural network approaches for classification of data from multiple sources

Jon Atli Benediktsson, J. Benediktsson, 1991 .

Image and Signal Processing for Remote Sensing XXIII

Jon Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone, 2007 .

Feature selection of hyperspectral data by considering the integration of Genetic Algorithms and Particle Swarm Optimization

Jon Atli Benediktsson, Pedram Ghamisi, 2014, Remote Sensing.

A Survey on Spectral–Spatial Classification Techniques Based on Attribute Profiles

Jon Atli Benediktsson, Pedram Ghamisi, Mauro Dalla Mura, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Speckle reduction and enhancement of SAR images in the wavelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

Random Forest Classification of Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2006 .

Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods

Jon Atli Benediktsson, Lorenzo Bruzzone, Gustavo Camps-Valls, 2013, IEEE Signal Processing Magazine.

Mahalanobis kernel based on probabilistic principal component

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Conjugate-gradient neural networks in classification of multisource and very-high-dimensional remote sensing data

Jon Atli Benediktsson, Philip H. Swain, Okan K. Ersoy, 1993 .

Adaptive Spectral–Spatial Compression of Hyperspectral Image With Sparse Representation

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2017, IEEE Transactions on Geoscience and Remote Sensing.

ACM NANOCOM 2018: 5th ACM international conference on nanoscale computing and communication: Reykjavik, Iceland, September 5-7, 2018

Murat Kuscu, Jon Atli Benediktsson, Massimiliano Pierobon, 2018 .

Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images pdf

Jon Atli Benediktsson, Weiwei Song, Shutao Li, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Feature Extraction for Neural Network Classifiers

Johannes R. Sveinsson, Jon Atli Benediktsson, 1997 .

An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia

Jon Atli Benediktsson, Dan Wu, Stuart R. Phinn, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2007, MCS.

A Generalized Image Scene Decomposition-Based System for Supervised Classification of Very High Resolution Remote Sensing Imagery

Jon Atli Benediktsson, Zhiyong Lv, Hong Huang, 2016, Remote. Sens..

A new framework for hyperspectral image classification using multiple spectral and spatial features

Jon Atli Benediktsson, Antonio J. Plaza, Paolo Gamba, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Spectral-spatial hyperspectral classification via shape-adaptive sparse representation

Jon Atli Benediktsson, Shutao Li, Leyuan Fang, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Data fusion and feature extraction in the wavelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2003 .

Decision Fusion for the Classification of Urban Remote Sensing Images

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2006, IEEE Transactions on Geoscience and Remote Sensing.

Independent Component Discriminant Analysis for hyperspectral image classification

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information

Jon Atli Benediktsson, Jun Liu, Mingmin Chi, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging

Jon Atli Benediktsson, Stephen Marshall, Zhijing Yang, 2017, Pattern Recognit..

Street tracking based on SAR data from urban areas

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Multiple composite kernel learning for hyperspectral image classification

Jon Atli Benediktsson, Peijun Du, Akira Iwasaki, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Automatic Spectral–Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction

Johannes R. Sveinsson, Jon Atli Benediktsson, Pedram Ghamisi, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Spectral-spatial analysis in hyperspectral remote sensing: from morphological profiles to classified segmentation

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2009, Remote Sensing.

Extended random walkers for hyperspectral image classification

Jon Atli Benediktsson, Shutao Li, Xudong Kang, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Random Forest classification of multisource remote sensing and geographic data

Johannes R. Sveinsson, Jon Atli Benediktsson, Pall Oskar Gislason, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, Jun Li, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization

Jon Atli Benediktsson, Micael S. Couceiro, Pedram Ghamisi, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Ensemble Classification Algorithm for Hyperspectral Remote Sensing Data

Jon Atli Benediktsson, Mingmin Chi, Rui Feng, 2009, IEEE Geoscience and Remote Sensing Letters.

Remote Sensing Data Fusion: Markov Models and Mathematical Morphology for Multisensor, Multiresolution, and Multiscale Image Classification

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2018 .

Feature extraction based on LOOC estimation

Johannes R. Sveinsson, Jon Atli Benediktsson, Jakob Sigurdsson, 1998, IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174).

Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery

Jon Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Extinction profiles: A novel approach for the analysis of remote sensing data

Jon Atli Benediktsson, Xiao Xiang Zhu, Roberto de Alencar Lotufo, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Gradient Optimization for multiple kernel's parameters in support vector machines classification

Jon Atli Benediktsson, Jocelyn Chanussot, Paolo Gamba, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Editorial

Jon Atli Benediktsson, 2008, IEEE Trans. Geosci. Remote. Sens..

Analyzing Remote Sensing Images with Hierarchial Morphological Representations

Jon Atli Benediktsson, Gabriele Cavallaro, Mauro Dalla Mura, 2016, Handbook of Pattern Recognition and Computer Vision.

Unsupervised Change Detection in Multitemporal Images of the Human Retina

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2011 .

Integration of Segmentation Techniques for Classification of Hyperspectral Images

Jon Atli Benediktsson, Micael S. Couceiro, Pedram Ghamisi, 2014, IEEE Geoscience and Remote Sensing Letters.

The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion

Jon Atli Benediktsson, Michalis Petrakos, Ioannis Kanellopoulos, 2001, IEEE Trans. Geosci. Remote. Sens..

Automatic selection of measurement points in multispectral fundus images for retinal oximetry

Jon Atli Benediktsson, Einar Stefánsson, Thor Eysteinsson, 2004 .

Classification of hyperspectral data using extended attribute profiles based on supervised and unsupervised feature extraction techniques

Jon Atli Benediktsson, Lorenzo Bruzzone, Prashanth Reddy Marpu, 2012 .

Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, 2011, IEEE Geoscience and Remote Sensing Letters.

Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification

Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, 2014, Pattern Recognit. Lett..

A metrological spectral difference space for the statistical modelling of hyperspectral images

Jon Atli Benediktsson, Noël Richard, Hilda Deborah, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Extending the fractional order Darwinian particle swarm optimization to segmentation of hyperspectral images

Jon Atli Benediktsson, Micael S. Couceiro, Pedram Ghamisi, 2012, Remote Sensing.

A new pansharpening method using an explicit image formation model regularized via Total Variation

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

A novel semi-supervised learning framework for hyperspectral image classification

Jon Atli Benediktsson, Jianzhong Wang, Hong Li, 2016, Int. J. Wavelets Multiresolution Inf. Process..

Frontiers in Spectral-Spatial Classification of Hyperspectral Images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2018 .

Land-Cover Mapping by Markov Modeling of Spatial–Contextual Information in Very-High-Resolution Remote Sensing Images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2013, Proceedings of the IEEE.

MTF-deblurring preprocessing for CS and MRA pansharpening methods

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Unsupervised methods for the classification of hyperspectral images with low spatial resolution

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2013, Pattern Recognit..

Multiple wavelet transforms for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, A. M. Hrafnkelsson, 1999, IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293).

Neural Network Approaches Versus Statistical Methods in Classification of Multisource Remote Sensing Data

Jon Atli Benediktsson, P. H. Swain, Okan K. Ersoy, 1989, 12th Canadian Symposium on Remote Sensing Geoscience and Remote Sensing Symposium,.

Speckle reduction of TerraSAR-X imagery using TV segmentation

Johannes R. Sveinsson, Jon Atli Benediktsson, Björn Waske, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study pdf

Jon Atli Benediktsson, Antonio J. Plaza, Dan Wu, 2017, ArXiv.

A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery

Jon Atli Benediktsson, Abder-Rahman Ali, Micael S. Couceiro, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Random Forests for land cover classification

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2006, Pattern Recognit. Lett..

Metrological hyperspectral image analysis through spectral differences

Jon Atli Benediktsson, Jon Yngve Hardeberg, Noël Richard, 2020 .

Morphological profiles used for classification of data from urban areas

Jon Atli Benediktsson, Martino Pesaresi, Kolbeinn Árnason, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Advances in Very-High-Resolution Remote Sensing [Scanning the Issue]

Jon Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon, 2013, Proc. IEEE.

Parsimonious Mahalanobis kernel for the classification of high dimensional data

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2012, Pattern Recognit..

Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

CLASSIFICATION OF HYPER,DIMENSIONAL DATA USING D FUSION APPROACHES'

Jon Atli Benediktsson, Johannes R. Sueinsson, 1997 .

Foreword to the special issue on urban remote sensing by satellite

Jon Atli Benediktsson, Paolo Gamba, Graeme Wilkinson, 2003, IEEE Trans. Geosci. Remote. Sens..

Algorithms and Applications for Land Cover Classification – A Review

Jon Atli Benediktsson, Mingmin Chi, Sebastian van der Linden, 2010 .

Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields

Jon Atli Benediktsson, Haoyang Yu, Lianru Gao, 2016, Remote. Sens..

Integration of Full and Mixed Pixel Techniques to Obtain Thematic Maps with a Refined Resolution

Jon Atli Benediktsson, Jocelyn Chanussot, Alberto Villa, 2012 .

A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification

Jon Atli Benediktsson, Lorenzo Bruzzone, Nicola Falco, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation

Jon Atli Benediktsson, Cheng Wang, Shutao Li, 2017, IEEE Transactions on Instrumentation and Measurement.

Feature extraction from hyperspectral images using learned edge structures

Jon Atli Benediktsson, Ying Zhang, Shutao Li, 2019 .

Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions

Jon Atli Benediktsson, Francesca Bovolo, Dawei Wen, 2021, IEEE Geoscience and Remote Sensing Magazine.

Functional Feature Extraction for Hyperspectral Image Classification With Adaptive Rational Function Approximation

Jon Atli Benediktsson, Zhijing Ye, Tao Qian, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images

Jon Atli Benediktsson, Tongfei Liu, Sudipan Saha, 2022, IEEE Geoscience and Remote Sensing Letters.

Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing

Jon Atli Benediktsson, Morris Riedel, Gabriele Cavallaro, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Asymmetric Hash Code Learning for Remote Sensing Image Retrieval

Jon Atli Benediktsson, Pedram Ghamisi, Renwei Dian, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Distributed Computing for Remotely Sensed Data Processing

Jon Atli Benediktsson, Zebin Wu, 2021, Proc. IEEE.

Automatic Change Detection of Retinal Images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2009 .

SAR Image Despeckling Via Structural Sparse Representation

Jon Atli Benediktsson, Leyuan Fang, Ting Lu, 2016 .

Feature extraction for multisource data classification with artificial neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, J. Benediktsson, 1997 .

Morphological pre-processing for classification of hyperspectral data from urban areas

Johannes R. Sveinsson, Jon Atli Benediktsson, J. A. Palmason, 2003, IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 2003.

HySenS data exploitation for urban land cover analysis

Jon Atli Benediktsson, Paolo Gamba, Fabio Dell'Acqua, 2006 .

Lunar impact craters identification and age estimation with Chang'E data by deep and transfer learning

Jon Atli Benediktsson, Lorenzo Bruzzone, Yanchun Liang, 2019, 1912.01240.

Oxygen saturation in human retinal vessels is higher in dark than in light.

Jon Atli Benediktsson, Einar Stefansson, Gisli Hreinn Halldorsson, 2009, Investigative ophthalmology & visual science.

A Combined Support Vector Machines Classification Based on Decision Fusion

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Automatic retinal oximetry.

Jon Atli Benediktsson, James M. Beach, Larry Kagemann, 2006 .

Glaucoma filtration surgery and retinal oxygen saturation.

Jon Atli Benediktsson, Einar Stefansson, Alon Harris, 2009, Investigative ophthalmology & visual science.

Automatic Feature Extraction from Planetary Images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2010 .