Torbjørn Eltoft

According to our database1, Torbjørn Eltoft authored at least 92 papers between 1995 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
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., 2022

2021
Machine Learning for Arctic Sea Ice Physical Properties Estimation Using Dual-Polarimetric SAR Data.
IEEE Trans. Geosci. Remote. Sens., 2021

Deep Semisupervised Teacher-Student Model Based on Label Propagation for Sea Ice Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

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., 2021

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., 2021

ExtremeEarth Meets Satellite Data From Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Improving Chlorophyll-A Estimation From Sentinel-2 (MSI) in the Barents Sea Using Machine Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Sea Ice Classification of SAR Imagery Based on Convolution Neural Networks.
Remote. Sens., 2021

Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction.
CoRR, 2021

A Noise-Aware Deep Learning Model for Sea Ice Classification Based on Sentinel-1 Sar Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Stability Analysis of Freely Floating Oil Slick in Multifrequency Airborne SAR Imagery Acquired in S- and L-Band.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Retrieval of Marine Surface Slick Dielectric Properties From Radarsat-2 Data via a Polarimetric Two-Scale Model.
IEEE Trans. Geosci. Remote. Sens., 2020

Comparison of Machine Learning Methods for Predicting Quad-Polarimetric Parameters from Dual-Polarimetric Sar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Ocean Color Net (OCN) for the Barents Sea.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Model-Based Polarimetric Decomposition With Higher Order Statistics.
IEEE Geosci. Remote. Sens. Lett., 2019

Assessment of Polarimetric Variability by Distance Geometry for Enhanced Classification of Oil Slicks Using SAR.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Generalized Chlorophyll-A Estimation Model for Complexity-Diverse Arctic Waters.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019


2018
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., 2018

Evaluation of Feature Ranking and Regression Methods for Oceanic Chlorophyll-a Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Machine Learning Automatic Model Selection Algorithm for Oceanic Chlorophyll-a Content Retrieval.
Remote. Sens., 2018

Up-Scaling from Quad-Polarimetric to Dual-Polarimetric SAR Data Using Machine Learning Gaussian Process Regression.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Validation of SAR Iceberg Detection with Ground-Based Radar and GPS Measurements.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Tomographic Imaging of Fjord Ice Using a Very High Resolution Ground-Based SAR System.
IEEE Trans. Geosci. Remote. Sens., 2017

Lake and Fjord Ice Imaging Using a Multifrequency Ground-Based Tomographic SAR System.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Noncentral and Non-Gaussian Probability Model for SAR Data.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Sea ice segmentation using Tandem-X pursuit monostatic and alternative bistatic modes.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Polarimetric SAR Change Detection With the Complex Hotelling-Lawley Trace Statistic.
IEEE Trans. Geosci. Remote. Sens., 2016

Cross-Correlation Between Polarization Channels in SAR Imagery Over Oceanographic Features.
IEEE Geosci. Remote. Sens. Lett., 2016

2015
Comparing Near-Coincident C- and X-Band SAR Acquisitions of Marine Oil Spills.
IEEE Trans. Geosci. Remote. Sens., 2015

Investigation of sea ice and lake ice using Ground-Based SAR tomography.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Aspects of model-based decompositions in radar polarimetry.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A change detector for polarimetric SAR data based on the relaxed Wishart distribution.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Characterization of Marine Surface Slicks by Radarsat-2 Multipolarization Features.
IEEE Trans. Geosci. Remote. Sens., 2014

A Multitexture Model for Multilook Polarimetric Synthetic Aperture Radar Data.
IEEE Trans. Geosci. Remote. Sens., 2014

Monitoring Glacier Changes Using Multitemporal Multipolarization SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2014

3-D imaging of sea ice using ground-based tomographic SAR data and comparison of the measurements with TerraSAR-X data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

PolSAR image segmentation - Advanced statistical modelling versus simple feature extraction.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
A Textural-Contextual Model for Unsupervised Segmentation of Multipolarization Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens., 2013

An advanced non-Gaussian feature space method for Pol-SAR image segmentation.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

The Hotelling-Lawley trace statistic for change detection in polarimetric SAR data under the complex Wishart distribution.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Ocean surface slick characterization by multi-polarization Radarsat-2 data.
Proceedings of the SAR Image Analysis, 2012

Oil spill characterization with multi-polarization C- and X-band SAR.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Fusion of optical and multifrequency polsar data for forest classification.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Analysis of textured PolSAR data by shannon entropy.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Segmentation of polarimetric SAR data with a multi-texture product model.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

The impact of terrain correction of polarimetric SAR data on glacier change detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Automated Non-Gaussian Clustering of Polarimetric Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens., 2011

Application of the Matrix-Variate Mellin Transform to Analysis of Polarimetric Radar Images.
IEEE Trans. Geosci. Remote. Sens., 2011

Goodness-of-Fit Tests for Multilook Polarimetric Radar Data Based on the Mellin Transform.
IEEE Trans. Geosci. Remote. Sens., 2011

A multitexture model for multilook polarimetric radar data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

A K-Wishart Markov random field model for clustering of polarimetric SAR imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Scale Mixture of Gaussian Modelling of Polarimetric SAR Data.
EURASIP J. Adv. Signal Process., 2010

2009
Estimation of the Equivalent Number of Looks in Polarimetric Synthetic Aperture Radar Imagery.
IEEE Trans. Geosci. Remote. Sens., 2009

Model-based Statistical Analysis of PolSAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
A Stationary Wavelet-Domain Wiener Filter for Correlated Speckle.
IEEE Trans. Geosci. Remote. Sens., 2008

Classification With a Non-Gaussian Model for PolSAR Data.
IEEE Trans. Geosci. Remote. Sens., 2008

A new information theoretic analysis of sum-of-squared-error kernel clustering.
Neurocomputing, 2008

Analysis of SAR Images in the Framework of Scale Mixture of Gaussian Models.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Analysis and Classification of high Arctic Glaciers with ASAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Estimation of the Equivalent Number of Looks in Polarimetric SAR Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
The Laplacian Classifier.
IEEE Trans. Signal Process., 2007

Information cut for clustering using a gradient descent approach.
Pattern Recognit., 2007

Analysis of non-Gaussian POLSAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Some Equivalences between Kernel Methods and Information Theoretic Methods.
J. VLSI Signal Process., 2006

Modeling the amplitude statistics of ultrasonic images.
IEEE Trans. Medical Imaging, 2006

On the multivariate Laplace distribution.
IEEE Signal Process. Lett., 2006

The Cauchy-Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels.
J. Frankl. Inst., 2006

Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Independent Vector Analysis: An Extension of ICA to Multivariate Components.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Multivariate Scale Mixture of Gaussians Modeling.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

A wavelet domain filter for correlated speckle.
Proceedings of the 14th European Signal Processing Conference, 2006

Modeling ultrasound images with the generalized K model.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
The Rician inverse Gaussian distribution: a new model for non-Rayleigh signal amplitude statistics.
IEEE Trans. Image Process., 2005

The Laplacian spectral classifier.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

2004
Homomorphic wavelet-based statistical despeckling of SAR images.
IEEE Trans. Geosci. Remote. Sens., 2004

The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003
Independent component analysis for texture segmentation.
Pattern Recognit., 2003

Information cut and information forces for clustering.
Proceedings of the NNSP 2003, 2003

Mapping surface-water with Radarsat at arbitrary incidence angles.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

A new model for the amplitude statistics of SAR imagery.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

A new statistical model for nonRayleigh amplitude signals.
Proceedings of the 2003 International Conference on Image Processing, 2003

Information Force Clustering Using Directed Trees.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

2001
A detection algorithm for the V-BLAST system.
Proceedings of the Global Telecommunications Conference, 2001

1999
Adaptive regularized constrained least squares image restoration.
IEEE Trans. Image Process., 1999

Dynamical-functional neural networks for time series prediction.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
A new neural network for cluster-detection-and-labeling.
IEEE Trans. Neural Networks, 1998

Non-Gaussian signal statistics in ocean SAR imagery.
IEEE Trans. Geosci. Remote. Sens., 1998

1996
Pattern classification of non-sparse data using optimal interpolative nets.
Neurocomputing, 1996

1995
Illumination control as a means of enhancing image features in active vision systems.
IEEE Trans. Image Process., 1995


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