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Jn Atli Benediktsson

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

123

Venues

8

Active years

1996–2025

Best venue rank

A*

Where they publish

Papers

123 indexed papers, newest first.

YearVenueTitleAuthors
2025AAAIMM-Tracker: Motion Mamba for UAV-platform Multiple Object Tracking.Mufeng Yao, Jinlong Peng, Qingdong He, Bo Peng, Hao Chen, Mingmin Chi, Chao Liu, Jn Atli Benediktsson
2021IGARSSPractice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing.Morris Riedel, Gabriele Cavallaro, Jn Atli Benediktsson
2019IGARSSA metrological spectral difference space for the statistical modelling of hyperspectral images.Hilda Deborah, Nol Richard, Magns rn lfarsson, Jn Atli Benediktsson, Jon Yngve Hardeberg
2019IGARSSA Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery.Ting Hu, Xin Huang, Jiayi Li, Jn Atli Benediktsson, Jiansi Yang, Jianya Gong
2018IGARSSMulti-Scale Structure Extraction for Hyperspectral Image Classification.Puhong Duan, Xudong Kang, Shutao Li, Jn Atli Benediktsson
2017IGARSSTree-based supervised feature extraction method based on self-dual attribute profiles.Gabriele Cavallaro, Mauro Dalla Mura, Morris Riedel, Jn Atli Benediktsson
2017IGARSSMultiple composite kernel learning for hyperspectral image classification.Peijun Du, Junshi Xia, Pedram Ghamisi, Akira Iwasaki, Jn Atli Benediktsson
2017IGARSSSpectral-spatial online dictionary learning for hyperspectral image classification.Wei Fu, Shutao Li, Leyuan Fang, Jn Atli Benediktsson
2017IGARSSHyperspectral images classification by fusing extinction profiles feature.Nanjun He, Leyuan Fang, Shutao Li, Pedram Ghamisi, Jn Atli Benediktsson
2017IGARSSHyperspectral image classification: A benchmark.Xudong Kang, Shutao Li, Jn Atli Benediktsson
2017IGARSSSimultaneous empirical line calibration of multiple spectral images.Fadi Kizel, Lorenzo Bruzzone, Jn Atli Benediktsson
2017IGARSSIterative clustering based active learning for hyperspectral image classification.Ting Lu, Shutao Li, Jn Atli Benediktsson
2016IGARSSComputational Efficiency Active Learning for classification of hyperspectral images.Zhongyi Sun, Mingmin Chi, Jn Atli Benediktsson
2016IGARSSRegion-based classification of remote sensing images with the morphological tree of shapes.Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Graud, Nicola Falco, Jn Atli Benediktsson
2016IGARSSUnsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis.Nicola Falco, Gabriele Cavallaro, Prashanth Reddy Marpu, Jn Atli Benediktsson
2016IGARSSExtinction profiles: A novel approach for the analysis of remote sensing data.Pedram Ghamisi, Roberto Souza, Letcia Rittner, Jn Atli Benediktsson, Roberto A. Lotufo, Xiao Xiang Zhu
2015ICCSOn Scalable Data Mining Techniques for Earth Science.Markus Gtz, Matthias Richerzhagen, Christian Bodenstein, Gabriele Cavallaro, Philipp Glock, Morris Riedel, Jn Atli Benediktsson
2015IGARSSModel based pansharpening method based on TV and MTF deblurring.Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jn Atli Benediktsson
2015IGARSSMTF-deblurring preprocessing for CS and MRA pansharpening methods.Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jn Atli Benediktsson
2015IGARSSAutomatic morphological attribute profiles.Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jn Atli Benediktsson
2015IGARSSScalable developments for big data analytics in remote sensing.Gabriele Cavallaro, Morris Riedel, Christian Bodenstein, Philipp Glock, Matthias Richerzhagen, Markus Gtz, Jn Atli Benediktsson
2015IGARSSAn advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia.Pedram Ghamisi, Dan Wu, Gabriele Cavallaro, Jn Atli Benediktsson, Stuart R. Phinn, Nicola Falco
2015IGARSSEnabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state.Tuomas Hme, Teemu Mutanen, Yrj Rauste, Oleg Antropov, Matthieu Molinier, Shaun Quegan, Euripidis Kantzas, Annikki Mkel, Francesco Minunno, Jn Atli Benediktsson, Nicola Falco, Kolbeinn rnason, Rune Storvold, Jrg Haarpaintner, Vladimir Elsakov, Jussi Rasinmki
2015IGARSSHigh resolution visible image completion of urban region using corresponding hyperspectral image.Xudong Kang, Shutao Li, Leyuan Fang, Jn Atli Benediktsson
2015IGARSSAn interactive color visualization method with multi-image fusion for hyperspectral imagery.Danfeng Liu, Liguo Wang, Jn Atli Benediktsson
2015ISMMAutomatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions.Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jn Atli Benediktsson
2014IGARSSModel based PCA/wavelet fusion of multispectral and hyperspectral images.Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jn Atli Benediktsson
2014IGARSSA comparison of self-dual attribute profiles based on different filter rules for classification.Gabriele Cavallaro, Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone
2014IGARSSSmart data analytics methods for remote sensing applications.Gabriele Cavallaro, Morris Riedel, Jn Atli Benediktsson, Markus Gtz, Tomas Runarsson, Kristjan Jonasson, Thomas Lippert
2014IGARSSAn ICA based approach to hyperspectral image feature reduction.Nicola Falco, Lorenzo Bruzzone, Jn Atli Benediktsson
2014IGARSSSpectral-spatial hyperspectral classification via shape-adaptive sparse representation.Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, Jn Atli Benediktsson
2014IGARSSFusion of hyperspectral and LiDAR data in classification of urban areas.Pedram Ghamisi, Jn Atli Benediktsson, Stuart R. Phinn
2014IGARSSExtended random walkers for hyperspectral image classification.Xudong Kang, Shutao Li, Meixiu Li, Jn Atli Benediktsson
2014IGARSSA new framework for hyperspectral image classification using multiple spectral and spatial features.Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jn Atli Benediktsson, Jos M. Bioucas-Dias
2013IGARSSPansharpening via sparsity optimization using overcomplete transforms.Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jn Atli Benediktsson
2013IGARSSHyperspectral image denoising using a new linear model and Sparse Regularization.Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jn Atli Benediktsson
2013IGARSSSparse representation of hyperspectral data using CUR matrix decomposition.Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jn Atli Benediktsson
2013IGARSSSmooth spectral unmixing using total variation regularization and a first order roughness penalty.Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jn Atli Benediktsson
2013IGARSSThe spectral-spatial classification of hyperspectral images based on Hidden Markov Random Field and its Expectation-Maximization.Pedram Ghamisi, Jn Atli Benediktsson, Magnus O. Ulfarsson
2013IGARSSSpectral-spatial classification based on integrated segmentation.Pedram Ghamisi, Micael S. Couceiro, Mathieu Fauvel, Jn Atli Benediktsson
2013IGARSSPansharpening of remote sensing images with a matting model.Xudong Kang, Shutao Li, Jn Atli Benediktsson
2012IGARSSSAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter.Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jn Atli Benediktsson
2012IGARSSA new pansharpening method using an explicit image formation model regularized via Total Variation.Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jn Atli Benediktsson
2012IGARSSA novel supervised feature selection technique based on genetic algorithms.Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone
2012IGARSSHyperspectral image denoising using 3D wavelets.Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jn Atli Benediktsson
2012IGARSSA smooth hyperspectral unmixing method using cyclic descent.Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jn Atli Benediktsson
2012ICPRAMA New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images.Jun Li, Prashanth Reddy Marpu, Antonio Plaza, Jos M. Bioucas-Dias, Jn Atli Benediktsson
2012IGARSSClassification of hyperspectral images based on weighted DMPS.rsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jn Atli Benediktsson
2012IGARSSInput-output-consistent domain adaptation algorithm for remote sensing data classification.Mingmin Chi, Jiangfeng Bao, Xintao Chen, Jn Atli Benediktsson
2012IGARSSComparison of ITPCA and IRMAD for automatic change detection using initial change mask.Nicola Falco, Prashanth Reddy Marpu, Jn Atli Benediktsson
2012IGARSSHedges detection using local directional features and support vector data description.Mathieu Fauvel, David Sheeren, Jocelyn Chanussot, Jn Atli Benediktsson
2011ICASSPMarker-based Hierarchical Segmentation and classification approach for hyperspectral imagery.Yuliya Tarabalka, James C. Tilton, Jn Atli Benediktsson, Jocelyn Chanussot
2011ICIPA Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images.Kvin Bernard, Yuliya Tarabalka, Jess Angulo, Jocelyn Chanussot, Jn Atli Benediktsson
2011IGARSSA general approach to the spatial simplification of remote sensing images based on morphological connected filters.Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone
2011IGARSSClassification using Extended Morphological Attribute Profiles based on different feature extraction techniques.Stijn Peeters, Prashanth Reddy Marpu, Jn Atli Benediktsson, Mauro Dalla Mura
2011IGARSSUnsupervised classification and spectral unmixing for sub-pixel labelling.Alberto Villa, Jocelyn Chanussot, Jn Atli Benediktsson, Christian Jutten
2011IGARSSGreetings from GRSS president.Jn Atli Benediktsson
2011IGARSSScalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information.Mingmin Chi, Jun Liu, Jiangfeng Bao, Jn Atli Benediktsson
2011IGARSSMahalanobis kernel based on probabilistic principal component.Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jn Atli Benediktsson
2011IGARSSUrban area product simulation for the EnMap hyperspectral sensor.Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jn Atli Benediktsson
2011IGARSSHyperspectral change detection using IR-MAD and feature reduction.Prashanth Reddy Marpu, Paolo Gamba, Jn Atli Benediktsson
2011ISMMHierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees.Jn Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero
2011ISMMSelf-dual Attribute Profiles for the Analysis of Remote Sensing Images.Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone
2010IGARSSClassification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques.Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone
2010IGARSSImage fusion for classification of high resolution images based on mathematical morphology.Frosti Palsson, Johannes R. Sveinsson, Jn Atli Benediktsson, Henrik Aans
2010IGARSSA multiple classifier approach for spectral-spatial classification of hyperspectral data.Yuliya Tarabalka, Jn Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
2010IGARSSCrater detection based on marked point processes.Giulia Troglio, Jn Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico
2010IGARSSSuper-resolution: an efficient method to improve spatial resolution of hyperspectral images.Alberto Villa, Jocelyn Chanussot, Jn Atli Benediktsson, Magnus O. Ulfarsson, Christian Jutten
2010IGARSSMahalanobis kernel for the classification of hyperspectral images.Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jn Atli Benediktsson
2009ICIPDirectional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images.Silvia Valero, Jocelyn Chanussot, Jn Atli Benediktsson, Hugues Talbot, Bjrn Waske
2009IGARSSMorphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images.Mauro Dalla Mura, Jn Atli Benediktsson, Bjrn Waske, Lorenzo Bruzzone
2009IGARSSSpeckle Reduction of SAR Images using Sure-based Adaptive Sigmoid Thresholding in the Wavelet Domain.Johannes R. Sveinsson, Magnus O. Ulfarsson, Jn Atli Benediktsson
2009IGARSSSpeckle Reduction of TerraSAR-X Imagery using TV Segmentation.Johannes R. Sveinsson, Bjrn Waske, Jn Atli Benediktsson
2009IGARSSClassification based Marker Selection for Watershed Transform of Hyperspectral Images.Yuliya Tarabalka, Jocelyn Chanussot, Jn Atli Benediktsson
2009IGARSSOn the Use of ICA for Hyperspectral Image Analysis.Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jn Atli Benediktsson, Sad Moussaoui
2009IGARSSEnsemble Methods for Spectral-spatial Classification of Urban Hyperspectral Data.Xin-Lu Wang, Bjrn Waske, Jn Atli Benediktsson
2009IGARSSFusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification.Bjrn Waske, Jn Atli Benediktsson, Johannes R. Sveinsson
2009IGARSSBand Selection for Hyperspectral Images based on Parallel Particle Swarm Optimization Schemes.Yang-Lang Chang, Jyh-Perng Fang, Jn Atli Benediktsson, Lena Chang, Hsuan Ren, Kun-Shan Chen
2009IGARSSKernel Principal Component Analysis for the Construction of the Extended Morphological Profile.Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson
2008ICIPAdaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel.Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson
2008IGARSSCombined Wavelet and Contourlet Denoising of SAR Images.Johannes R. Sveinsson, Jn Atli Benediktsson
2008IGARSSSpeckle Reduction of SAR Images in the Bandlet Domain.Johannes R. Sveinsson, Zohra Semar, Jn Atli Benediktsson
2008IGARSSSegmentation and Classification of Hyperspectral Data using Watershed.Yuliya Tarabalka, Jocelyn Chanussot, Jn Atli Benediktsson, Jess Angulo, Mathieu Fauvel
2008IGARSSGradient Optimization for multiple kernel's parameters in support vector machines classification.Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jn Atli Benediktsson
2008IGARSSSemi-Supervised Classifier Ensembles for Classifying Remote Sensing Data.Bjrn Waske, Jn Atli Benediktsson
2008IGARSSEnsemble Methods for Classification of Hyperspectral Data.Jn Atli Benediktsson, Xavier Ceamanos, Bjrn Waske, Jocelyn Chanussot, Johannes R. Sveinsson, Mathieu Fauvel
2008IGARSSCluster-Based Ensemble Classification for Hyperspectral Remote Sensing Images.Mingmin Chi, Qun Qian, Jn Atli Benediktsson
2007IGARSSHYPER-I-NET: European research network on hyperspectral imaging.Antonio J. Plaza, Andreas Mller, Rudolph Richter, Torbjrn Skauli, Zbynek Malenovsk, Jos M. Bioucas-Dias, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Vronique Carrre, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jn Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski
2007IGARSSSmoothing of fused spectral consistent satellite images with TV-based edge detection.Johannes R. Sveinsson, Henrik Aans, Jn Atli Benediktsson
2007IGARSSCombined wavelet and curvelet denoising of SAR images using TV segmentation.Johannes R. Sveinsson, Jn Atli Benediktsson
2007IGARSSFusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas.Bjrn Waske, Gunter Menz, Jn Atli Benediktsson
2007IGARSSOn spatial priors for satellite image fusion.Henrik Aans, Johannes R. Sveinsson, Thomas Bvith, Jn Atli Benediktsson
2007IGARSSA joint spatial and spectral SVM's classification of panchromatic images.Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson
2007IGARSSSpectral and spatial classification of hyperspectral data using SVMs and morphological profiles.Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson, Johannes R. Sveinsson
2007IGARSSEuropean perspectives in hyperspectral data analysis.Paolo Gamba, Antonio J. Plaza, Jn Atli Benediktsson, Jocelyn Chanussot
2006ICASSPEvaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data.Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson
2006IGARSSFusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data.Jon Aevar Palmason, Jn Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot
2006IGARSSAdvanced Processing of Hyperspectral Images.Antonio J. Plaza, Jn Atli Benediktsson, Joseph W. Boardman, Jason Brazile, Lorenzo Bruzzone, Gustavo Camps-Valls, Jocelyn Chanussot, Mathieu Fauvel, Paolo Gamba, J. Anthony Gualtieri, James C. Tilton, Giovanna Trianni
2006IGARSSSmoothing of Fused Spectral Consistent Satellite Images.Johannes R. Sveinsson, Jn Atli Benediktsson, H. Aanass
2006IGARSSA Combined Support Vector Machines Classification Based on Decision Fusion.Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson
2005IGARSSClassification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis.Jon Aevar Palmason, Jn Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot
2005IGARSSStreet tracking based on SAR data from urban areas.Sigurjon O. Sigurjonsson, Jn Atli Benediktsson, Johannes R. Sveinsson, Gianni Lisini, Jocelyn Chanussot
2005IGARSSSpectral consistent satellite image fusion: using a high resolution panchromatic and low resolution multi-spectral images.Ari Vsteinsson, Johannes R. Sveinsson, Jn Atli Benediktsson, Henrik Aans
2005ISCASTranslation invariant combined denoising algorithm.Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jn Atli Benediktsson
2005IGARSSFusion of methods for the classification of remote sensing images from urban areas.Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson
2005IGARSSRandom forest classifiers for hyperspectral data.Sveinn R. Joelsson, Jn Atli Benediktsson, Johannes R. Sveinsson
2004IGARSSCombined wavelet and curvelet denoising of SAR images.Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jn Atli Benediktsson
2004IGARSSDecision level fusion in classification of hyperspectral data from urban areas.Jn Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson, Jocelyn Chanussot
2004IGARSSClassification of remote sensing images from urban areas using a fuzzy model.Jocelyn Chanussot, Jn Atli Benediktsson, Mathilde Vincent
2004IGARSSRandom Forest classification of multisource remote sensing and geographic data.Pall Oskar Gislason, Jn Atli Benediktsson, Johannes R. Sveinsson
2004IGARSSSource based feature extraction for support vector machines in hyperspectral classification.Gisli H. Halldorsson, Jn Atli Benediktsson, Johannes R. Sveinsson
2003IGARSSMorphological transformations and feature extraction of urban data with high spectral and spatial resolution.Jon Aevar Palmason, Jn Atli Benediktsson, Kolbeinn rnason
2003IGARSSSpeckle reduction of SAR images using adaptive curvelet domain.Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jn Atli Benediktsson
2003IGARSSWavelet footprints for speckle reduction of SAR images.Magnus O. Ulfarsson, Johannes R. Sveinsson, Jn Atli Benediktsson
2003IGARSSOn the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas.Jocelyn Chanussot, Jn Atli Benediktsson, Martino Pesaresi
2003IGARSSSupport vector machines in multisource classification.Gisli H. Halldorsson, Jn Atli Benediktsson, Johannes R. Sveinsson
2002IGARSSAn investigation of multiple self-organizing feature maps for classification of multisource data.Sigmar K. Stefansson, Jn Atli Benediktsson, Johannes R. Sveinsson
2002IGARSSDouble density wavelet transformation for speckle reduction of SAR images.Johannes R. Sveinsson, Jn Atli Benediktsson
2002IGARSSWavelet feature extraction and genetic feature selection for multisource data.Magnus O. Ulfarsson, Jn Atli Benediktsson, Johannes R. Sveinsson
2002IGARSSSpeckle reduction of SAR images in the curvelet domain.Magnus O. Ulfarsson, Johannes R. Sveinsson, Jn Atli Benediktsson
2002IGARSSMorphological profiles used for classification of data from urban areas.Jn Atli Benediktsson, Kolbeinn rnason, Martino Pesaresi
2000ISMMImage Segmentation Based on the Derivative of the Morphological Profile.Martino Pesaresi, Jn Atli Benediktsson
1996ICASSPOptimized consensus theory.Jn Atli Benediktsson, Johannes R. Sveinsson, Philip H. Swain