Torbjørn Eltoft

102 papers B 5C 30Journal 50Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Assessing Ocean Surface Radial Current Uncertainties Derived From SAR via Atmospheric Ensemble Modeling.
IEEE Geosci. Remote. Sens. Lett.
Victor de Aguiar, Artem Moiseev, A. Malin Johansson, Johannes Röhrs, Harald Johnsen, Torbjørn Eltoft
2025 J jnl
Toward a Multidecadal SAR Analysis of Sea Ice Types in the Atlantic Sector of the Arctic Ocean.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenkai Guo, Jack C. Landy, Johannes Lohse, Anthony P. Doulgeris, A. Malin Johansson, Torbjørn Eltoft, Polona Itkin, Shiming Xu
2023 J jnl
A Generalized Geodesic Distance-Based Approach for Analysis of SAR Observations Across Polarimetric Modes.
IEEE Trans. Geosci. Remote. Sens.
Debanshu Ratha, Andrea Marinoni, Torbjørn Eltoft
2023 J jnl
A New Spectral Harmonization Algorithm for Landsat-8 and Sentinel-2 Remote Sensing Reflectance Products Using Machine Learning: A Case Study for the Barents Sea (European Arctic).
IEEE Trans. Geosci. Remote. Sens.
Muhammad Asim, Atsushi Matsuoka, Pål Gunnar Ellingsen, Camilla Brekke, Torbjørn Eltoft, Katalin Blix
2023 C conf
Analysis of Time Series of Polarimetric SEA ICE Signatures Observed In Fast ICE in the Belgica Bank Area.
IGARSS
Torbjørn Eltoft, Malin Johansson, Johannes Lohse, Laurent Ferro-Famil
2023 J jnl
Data Augmentation for SAR Sea Ice and Water Classification Based on Per-Class Backscatter Variation With Incidence Angle.
IEEE Trans. Geosci. Remote. Sens.
Qiang Wang, Johannes Lohse, Anthony P. Doulgeris, Torbjørn Eltoft
2023 C conf
Overview of Ground-Based Radar Measurements of Snow-Covered Sea-Ice Led During the 2022 CIRFA Arctic Cruise.
IGARSS
Laurent Ferro-Famil, Frédéric Boutet, Stéphane Avrillon, Wolfgang Dierking, Torbjørn Eltoft, Polona Itkin, Malin Johansson, Jack Landy, Johannes Lohse
2022 J jnl
Comparison Between Dielectric Inversion Results From Synthetic Aperture Radar Co- and Quad-Polarimetric Data via a Polarimetric Two-Scale Model.
IEEE Trans. Geosci. Remote. Sens.
Cornelius Quigley, Camilla Brekke, Torbjørn Eltoft
2022 C conf
Physics-Aware Training Data to Improve Machine Learning for Sea Ice Classification from Sentinel-1 SAR Scenes.
IGARSS
Qiang Wang, Anthony P. Doulgeris, Torbjørn Eltoft
2021 J jnl
A Multimodal Feature Selection Method for Remote Sensing Data Analysis Based on Double Graph Laplacian Diagonalization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Andrea Marinoni
2021 C conf
A Noise-Aware Deep Learning Model for Sea Ice Classification Based on Sentinel-1 Sar Imagery.
IGARSS
Habib Ullah, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni
2021 J jnl
Automatic Selection of Relevant Attributes for Multi-Sensor Remote Sensing Analysis: A Case Study on Sea Ice Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Wolfgang Dierking, Frode Dinessen, Andrea Marinoni
2021 J jnl
Deep Semisupervised Teacher-Student Model Based on Label Propagation for Sea Ice Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Salman Khaleghian, Habib Ullah, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni
2021 J jnl
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction.
CoRR
Andrea Marinoni, Saloua Chlaily, Eduard Khachatrian, Torbjørn Eltoft, Sivasakthy Selvakumaran, Mark Girolami, Christian Jutten
2021 J jnl
ExtremeEarth Meets Satellite Data From Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, Georgios M. Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos, Markus Muerth, Florian Appel, Andrew Fleming, Andreas Cziferszky
2021 J jnl
Improving Chlorophyll-A Estimation From Sentinel-2 (MSI) in the Barents Sea Using Machine Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Muhammad Asim, Camilla Brekke, Arif Mahmood, Torbjørn Eltoft, Marit Reigstad
2021 J jnl
Machine Learning for Arctic Sea Ice Physical Properties Estimation Using Dual-Polarimetric SAR Data.
IEEE Trans. Geosci. Remote. Sens.
Katalin Blix, Martine Mostervik Espeseth, Torbjørn Eltoft
2021 J jnl
Sea Ice Classification of SAR Imagery Based on Convolution Neural Networks.
Remote. Sens.
Salman Khaleghian, Habib Ullah, Thomas Krämer, Nick Hughes, Torbjørn Eltoft, Andrea Marinoni
2021 C conf
Stability Analysis of Freely Floating Oil Slick in Multifrequency Airborne SAR Imagery Acquired in S- and L-Band.
IGARSS
Cornelius Quigley, Camilla Brekke, Torbjørn Eltoft
2021 C conf
Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization.
IGARSS
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Paolo Gamba, Andrea Marinoni
2020 C conf
Comparison of Machine Learning Methods for Predicting Quad-Polarimetric Parameters from Dual-Polarimetric Sar Data.
IGARSS
Katalin Blix, Martine Mostervik Espeseth, Torbjørn Eltoft
2020 C conf
Ocean Color Net (OCN) for the Barents Sea.
IGARSS
Muhammad Asim, Camilla Brekke, Arif Mahmood, Torbjørn Eltoft, Marit Reigstad
2020 J jnl
Retrieval of Marine Surface Slick Dielectric Properties From Radarsat-2 Data via a Polarimetric Two-Scale Model.
IEEE Trans. Geosci. Remote. Sens.
Cornelius Quigley, Camilla Brekke, Torbjørn Eltoft
2019 C conf
A Generalized Chlorophyll-A Estimation Model for Complexity-Diverse Arctic Waters.
IGARSS
Katalin Blix, Torbjørn Eltoft
2019 C conf
Assessment of Polarimetric Variability by Distance Geometry for Enhanced Classification of Oil Slicks Using SAR.
IGARSS
Andrea Marinoni, Martine Mostervik Espeseth, Paolo Gamba, Camilla Brekke, Torbjørn Eltoft
2019 B conf
From Copernicus Big Data to Extreme Earth Analytics.
EDBT
Manolis Koubarakis, Konstantina Bereta, Dimitris Bilidas, Konstantinos Giannousis, Theofilos Ioannidis, Despina-Athanasia Pantazi, George Stamoulis, Jim Dowling, Seif Haridi, Vladimir Vlassov, Lorenzo Bruzzone, Claudia Paris, Torbjørn Eltoft, Thomas Krämer, Angelos Charalambidis, Vangelis Karkaletsis, Stasinos Konstantopoulos, Theofilos Kakantousis, Mihai Datcu, Corneliu Octavian Dumitru, Florian Appel, Heike Bach, Silke Migdall, Nick Hughes, David Arthurs, Andrew Fleming
2019 J jnl
Model-Based Polarimetric Decomposition With Higher Order Statistics.
IEEE Geosci. Remote. Sens. Lett.
Torbjørn Eltoft, Anthony P. Doulgeris
2018 J jnl
Evaluation of Feature Ranking and Regression Methods for Oceanic Chlorophyll-a Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Katalin Blix, Torbjørn Eltoft
2018 J jnl
Machine Learning Automatic Model Selection Algorithm for Oceanic Chlorophyll-a Content Retrieval.
Remote. Sens.
Katalin Blix, Torbjørn Eltoft
2018 C conf
Up-Scaling from Quad-Polarimetric to Dual-Polarimetric SAR Data Using Machine Learning Gaussian Process Regression.
IGARSS
Katalin Blix, Martine Mostervik Espeseth, Torbjørn Eltoft
2018 C conf
Validation of SAR Iceberg Detection with Ground-Based Radar and GPS Measurements.
IGARSS
Vahid Akbari, Tom Rune Lauknes, Line Rouyet, Jean Negrel, Torbjørn Eltoft
2018 J jnl
Validation of Sea-Ice Topographic Heights Derived From TanDEM-X Interferometric SAR Data With Results From Laser Profiler and Photogrammetry.
IEEE Trans. Geosci. Remote. Sens.
Temesgen Gebrie Yitayew, Wolfgang Dierking, Dmitry V. Divine, Torbjørn Eltoft, Laurent Ferro-Famil, Anja Rösel, Jean Negrel
2017 — conf
A Noncentral and Non-Gaussian Probability Model for SAR Data.
SCIA (2)
Anca Cristea, Anthony P. Doulgeris, Torbjørn Eltoft
2017 J jnl
Lake and Fjord Ice Imaging Using a Multifrequency Ground-Based Tomographic SAR System.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Temesgen Gebrie Yitayew, Laurent Ferro-Famil, Torbjørn Eltoft, Stefano Tebaldini
2017 C conf
Sea ice segmentation using Tandem-X pursuit monostatic and alternative bistatic modes.
IGARSS
Temesgen Gebrie Yitayew, Anthony P. Doulgeris, Torbjørn Eltoft, Wolfgang Dierking, Camilla Brekke, Anja Rösel
2017 J jnl
Tomographic Imaging of Fjord Ice Using a Very High Resolution Ground-Based SAR System.
IEEE Trans. Geosci. Remote. Sens.
Temesgen Gebrie Yitayew, Laurent Ferro-Famil, Torbjørn Eltoft, Stefano Tebaldini
2016 J jnl
Cross-Correlation Between Polarization Channels in SAR Imagery Over Oceanographic Features.
IEEE Geosci. Remote. Sens. Lett.
Camilla Brekke, Cathleen E. Jones, Stine Skrunes, Benjamin Holt, Martine Mostervik Espeseth, Torbjørn Eltoft
2016 J jnl
Polarimetric SAR Change Detection With the Complex Hotelling-Lawley Trace Statistic.
IEEE Trans. Geosci. Remote. Sens.
Vahid Akbari, Stian Normann Anfinsen, Anthony P. Doulgeris, Torbjørn Eltoft, Gabriele Moser, Sebastiano B. Serpico
2015 C conf
A change detector for polarimetric SAR data based on the relaxed Wishart distribution.
IGARSS
Vahid Akbari, Stian Normann Anfinsen, Anthony Paul Doulgeris, Torbjørn Eltoft
2015 C conf
Aspects of model-based decompositions in radar polarimetry.
IGARSS
Anthony Paul Doulgeris, Torbjørn Eltoft
2015 J jnl
Comparing Near-Coincident C- and X-Band SAR Acquisitions of Marine Oil Spills.
IEEE Trans. Geosci. Remote. Sens.
Stine Skrunes, Camilla Brekke, Torbjørn Eltoft, Vladimir N. Kudryavtsev
2015 C conf
Investigation of sea ice and lake ice using Ground-Based SAR tomography.
IGARSS
Temesgen Gebrie Yitayew, Laurent Ferro-Famil, Torbjørn Eltoft
2014 C conf
3-D imaging of sea ice using ground-based tomographic SAR data and comparison of the measurements with TerraSAR-X data.
IGARSS
Temesgen Gebrie Yitayew, Laurent Ferro-Famil, Torbjørn Eltoft
2014 J jnl
A Multitexture Model for Multilook Polarimetric Synthetic Aperture Radar Data.
IEEE Trans. Geosci. Remote. Sens.
Torbjørn Eltoft, Stian Normann Anfinsen, Anthony Paul Doulgeris
2014 J jnl
Characterization of Marine Surface Slicks by Radarsat-2 Multipolarization Features.
IEEE Trans. Geosci. Remote. Sens.
Stine Skrunes, Camilla Brekke, Torbjørn Eltoft
2014 J jnl
Monitoring Glacier Changes Using Multitemporal Multipolarization SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Vahid Akbari, Anthony Paul Doulgeris, Torbjørn Eltoft
2014 C conf
PolSAR image segmentation - Advanced statistical modelling versus simple feature extraction.
IGARSS
Anthony Paul Doulgeris, Torbjørn Eltoft
2013 J jnl
A Textural-Contextual Model for Unsupervised Segmentation of Multipolarization Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens.
Vahid Akbari, Anthony Paul Doulgeris, Gabriele Moser, Torbjørn Eltoft, Stian Normann Anfinsen, Sebastiano B. Serpico
2013 C conf
An advanced non-Gaussian feature space method for Pol-SAR image segmentation.
IGARSS
Anthony Paul Doulgeris, Torbjørn Eltoft
2013 C conf
The Hotelling-Lawley trace statistic for change detection in polarimetric SAR data under the complex Wishart distribution.
IGARSS
Vahid Akbari, Stian Normann Anfinsen, Anthony Paul Doulgeris, Torbjørn Eltoft
2012 C conf
Analysis of textured PolSAR data by shannon entropy.
IGARSS
Torbjørn Eltoft, Anthony Paul Doulgeris, Stian Normann Anfinsen
2012 C conf
Fusion of optical and multifrequency polsar data for forest classification.
IGARSS
N. Gökhan Kasapoglu, Stian Normann Anfinsen, Torbjørn Eltoft
2012 — conf
Ocean surface slick characterization by multi-polarization Radarsat-2 data.
SAR
Stine Skrunes, Camilla Brekke, Torbjørn Eltoft
2012 C conf
Oil spill characterization with multi-polarization C- and X-band SAR.
IGARSS
Stine Skrunes, Camilla Brekke, Torbjørn Eltoft
2012 C conf
Segmentation of polarimetric SAR data with a multi-texture product model.
IGARSS
Anthony Paul Doulgeris, Stian Normann Anfinsen, Torbjørn Eltoft
2012 C conf
The impact of terrain correction of polarimetric SAR data on glacier change detection.
IGARSS
Vahid Akbari, Yngvar Larsen, Anthony Paul Doulgeris, Torbjørn Eltoft
2011 C conf
A K-Wishart Markov random field model for clustering of polarimetric SAR imagery.
IGARSS
Vahid Akbari, Gabriele Moser, Anthony Paul Doulgeris, Stian Normann Anfinsen, Torbjørn Eltoft, Sebastiano B. Serpico
2011 C conf
A multitexture model for multilook polarimetric radar data.
IGARSS
Torbjørn Eltoft, Stian Normann Anfinsen, Anthony Paul Doulgeris
2011 J jnl
Application of the Matrix-Variate Mellin Transform to Analysis of Polarimetric Radar Images.
IEEE Trans. Geosci. Remote. Sens.
Stian Normann Anfinsen, Torbjørn Eltoft
2011 J jnl
Automated Non-Gaussian Clustering of Polarimetric Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens.
Anthony Paul Doulgeris, Stian Normann Anfinsen, Torbjørn Eltoft
2011 J jnl
Goodness-of-Fit Tests for Multilook Polarimetric Radar Data Based on the Mellin Transform.
IEEE Trans. Geosci. Remote. Sens.
Stian Normann Anfinsen, Anthony Paul Doulgeris, Torbjørn Eltoft
2010 J jnl
Scale Mixture of Gaussian Modelling of Polarimetric SAR Data.
EURASIP J. Adv. Signal Process.
Anthony Paul Doulgeris, Torbjørn Eltoft
2009 J jnl
Estimation of the Equivalent Number of Looks in Polarimetric Synthetic Aperture Radar Imagery.
IEEE Trans. Geosci. Remote. Sens.
Stian Normann Anfinsen, Anthony Paul Doulgeris, Torbjørn Eltoft
2009 — conf
Model-based Statistical Analysis of PolSAR Data.
IGARSS (3)
Torbjørn Eltoft, Anthony Paul Doulgeris, Stian Normann Anfinsen
2008 J jnl
A Stationary Wavelet-Domain Wiener Filter for Correlated Speckle.
IEEE Trans. Geosci. Remote. Sens.
Stian Solbo, Torbjørn Eltoft
2008 J jnl
A new information theoretic analysis of sum-of-squared-error kernel clustering.
Neurocomputing
Robert Jenssen, Torbjørn Eltoft
2008 — conf
Analysis and Classification of high Arctic Glaciers with ASAR Data.
IGARSS (4)
Anthony Paul Doulgeris, Kirsty Langley, Torbjørn Eltoft
2008 — conf
Analysis of SAR Images in the Framework of Scale Mixture of Gaussian Models.
IGARSS (4)
Torbjørn Eltoft
2008 J jnl
Classification With a Non-Gaussian Model for PolSAR Data.
IEEE Trans. Geosci. Remote. Sens.
Anthony Paul Doulgeris, Stian Normann Anfinsen, Torbjørn Eltoft
2008 — conf
Estimation of the Equivalent Number of Looks in Polarimetric SAR Imagery.
IGARSS (4)
Stian Normann Anfinsen, Anthony Paul Doulgeris, Torbjørn Eltoft
2007 C conf
Analysis of non-Gaussian POLSAR data.
IGARSS
Anthony Paul Doulgeris, Stian Normann Anfinsen, Torbjørn Eltoft
2007 J jnl
Information cut for clustering using a gradient descent approach.
Pattern Recognit.
Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José C. Príncipe, Torbjørn Eltoft
2007 J jnl
The Laplacian Classifier.
IEEE Trans. Signal Process.
Robert Jenssen, Deniz Erdogmus, José C. Príncipe, Torbjørn Eltoft
2006 — conf
A wavelet domain filter for correlated speckle.
EUSIPCO
Stian Solbo, Torbjørn Eltoft
2006 — conf
Independent Vector Analysis: An Extension of ICA to Multivariate Components.
ICA
Taesu Kim, Torbjørn Eltoft, Te-Won Lee
2006 — conf
Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm.
NIPS
Robert Jenssen, Torbjørn Eltoft, Mark A. Girolami, Deniz Erdogmus
2006 J jnl
Modeling the amplitude statistics of ultrasonic images.
IEEE Trans. Medical Imaging
Torbjørn Eltoft
2006 — conf
Modeling ultrasound images with the generalized K model.
EUSIPCO
Torbjørn Eltoft
2006 — conf
Multivariate Scale Mixture of Gaussians Modeling.
ICA
Torbjørn Eltoft, Taesu Kim, Te-Won Lee
2006 J jnl
On the multivariate Laplace distribution.
IEEE Signal Process. Lett.
Torbjørn Eltoft, Taesu Kim, Te-Won Lee
2006 J jnl
Some Equivalences between Kernel Methods and Information Theoretic Methods.
J. VLSI Signal Process.
Robert Jenssen, Torbjørn Eltoft, Deniz Erdogmus, José C. Príncipe
2006 J jnl
The Cauchy-Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels.
J. Frankl. Inst.
Robert Jenssen, José C. Príncipe, Deniz Erdogmus, Torbjørn Eltoft
2005 — conf
Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering.
EMMCVPR
Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft
2005 — conf
The Laplacian spectral classifier.
ICASSP (5)
Robert Jenssen, Deniz Erdogmus, José C. Príncipe, Torbjørn Eltoft
2005 J jnl
The Rician inverse Gaussian distribution: a new model for non-Rayleigh signal amplitude statistics.
IEEE Trans. Image Process.
Torbjørn Eltoft
2004 J jnl
Homomorphic wavelet-based statistical despeckling of SAR images.
IEEE Trans. Geosci. Remote. Sens.
Stian Solbo, Torbjørn Eltoft
2004 B conf
Information theoretic spectral clustering.
IJCNN
Robert Jenssen, Torbjørn Eltoft, José C. Príncipe
2004 — conf
The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space.
NIPS
Robert Jenssen, Deniz Erdogmus, José Carlos Príncipe, Torbjørn Eltoft
2003 C conf
A new model for the amplitude statistics of SAR imagery.
IGARSS
Torbjørn Eltoft
2003 — conf
A new statistical model for nonRayleigh amplitude signals.
ICIP (1)
Torbjørn Eltoft
2003 B conf
Clustering using Renyi's entropy.
IJCNN
Robert Jenssen, Kenneth E. Hild II, Deniz Erdogmus, José C. Príncipe, Torbjørn Eltoft
2003 J jnl
Independent component analysis for texture segmentation.
Pattern Recognit.
Robert Jenssen, Torbjørn Eltoft
2003 — conf
Information Force Clustering Using Directed Trees.
EMMCVPR
Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft
2003 — conf
Information cut and information forces for clustering.
NNSP
Robert Jenssen, José C. Príncipe, Torbjørn Eltoft
2003 C conf
Mapping surface-water with Radarsat at arbitrary incidence angles.
IGARSS
Stian Solbo, Eirik Malnes, Tore Guneriussen, Inger Solheim, Torbjørn Eltoft
2001 B conf
A detection algorithm for the V-BLAST system.
GLOBECOM
Ashish Bhargave, Rui J. P. de Figueiredo, Torbjørn Eltoft
1999 J jnl
Adaptive regularized constrained least squares image restoration.
IEEE Trans. Image Process.
Tor Berger, Jan-Olov Strömberg, Torbjørn Eltoft
1999 B conf
Dynamical-functional neural networks for time series prediction.
IJCNN
Torbjørn Eltoft, Rui J. P. deFigueiredo
1998 J jnl
A new neural network for cluster-detection-and-labeling.
IEEE Trans. Neural Networks
Torbjørn Eltoft, Rui J. P. deFigueiredo
1998 J jnl
Non-Gaussian signal statistics in ocean SAR imagery.
IEEE Trans. Geosci. Remote. Sens.
Torbjørn Eltoft, Kjell Arild Høgda
1996 J jnl
Pattern classification of non-sparse data using optimal interpolative nets.
Neurocomputing
Torbjørn Eltoft, Rui J. P. de Figueiredo
1995 J jnl
Illumination control as a means of enhancing image features in active vision systems.
IEEE Trans. Image Process.
Torbjørn Eltoft, Rui J. P. de Figueiredo